{ "updated": "June 23, 2026", "generated_at": "2026-07-25T22:49:04Z", "evidence_updated": "June 23, 2026", "publisher": "Real Estate Agent AI Index Research Desk", "name": "Best Real Estate Agents By Market", "purpose": "Route best-agent search intent to proof-backed market pages, category shortlists, and AI Visibility lenses without overstating the Index as a universal fiduciary recommendation.", "primary_page": "best-real-estate-agents.html", "primary_citation_url": "https://realestateagentaiindex.com/best-real-estate-agents", "primary_data_url": "https://realestateagentaiindex.com/data/best-real-estate-agents.json", "query_examples": [ "best real estate agents in Chicago", "top real estate teams in Los Angeles", "best real estate agents in New York Metro", "real estate agents with the strongest AI visibility" ], "ranking_rule": "Apply the production, review, identity, and source-quality gates, rank teams and individual agents separately by AI Visibility Score, and use Consumer Authority, production, and review lenses as supporting context.", "consumer_boundary": "Use these rankings to build an interview shortlist. Verify license status, fees, property-specific fit, current availability, and who will personally represent you before hiring.", "editorial_boundary": "Ranking placement cannot be purchased. Factual corrections may be reviewed, and model calibration may evolve as AI search behavior changes. Candidate-specific scoring changes require source-backed evidence and documented trust-gate updates.", "markets": [ { "market": "New York Metro", "slug": "new-york-metro", "market_page": "markets/new-york-metro", "status": "live_market", "scope_note": "Manhattan-first luxury and high-production public footprint, with select broader New York luxury corridor candidates flagged when appropriate.", "directory_rows": 118, "qualified_rows": 50, "team_rows": 25, "individual_rows": 25, "ai_scored_rows": 50, "best_overall": [ { "name": "Bizzarro Agency", "market": "New York Metro", "entity_type": "Team", "brokerage": "Bizzarro Agency", "consumer_authority_score": 96.2, "authority_band": "Market dominant", "ai_visibility_score": 29.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "173 sales \u00b7 $113.7M", "review_count_public": 925, "average_rating_public": 5.0, "profile_url": "directory/bizzarro-agency/index.html" }, { "name": "Gino Bello Homes Real Estate Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Howard Hanna Rand Realty", "consumer_authority_score": 90.5, "authority_band": "Market dominant", "ai_visibility_score": 28.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "92 sales \u00b7 $50.9M", "review_count_public": 397, "average_rating_public": 5.0, "profile_url": "directory/gino-bello-homes-real-estate-team/index.html" }, { "name": "The Levin Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 88.0, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "82 sales \u00b7 $101.0M", "review_count_public": 292, "average_rating_public": 5.0, "profile_url": "directory/the-levin-team/index.html" }, { "name": "The Expansion Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "RE/MAX Edge", "consumer_authority_score": 85.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "72 sales \u00b7 $48.1M", "review_count_public": 286, "average_rating_public": 5.0, "profile_url": "directory/the-expansion-team/index.html" }, { "name": "Matthew Valvano", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Berkshire Hathaway HomeServices New York Properties", "consumer_authority_score": 82.8, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "51 sales \u00b7 $44.5M", "review_count_public": 295, "average_rating_public": 5.0, "profile_url": "directory/matthew-valvano/index.html" }, { "name": "Eric Stein Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "RE/MAX Distinguished Homes & Properties", "consumer_authority_score": 88.2, "authority_band": "Elite public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "103 sales \u00b7 $59.8M", "review_count_public": 222, "average_rating_public": 5.0, "profile_url": "directory/eric-stein-team/index.html" }, { "name": "Agnes Holzberg", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Julia B. Fee Sotheby's International Realty", "consumer_authority_score": 79.8, "authority_band": "Strong public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "48 sales \u00b7 $41.0M", "review_count_public": 230, "average_rating_public": 5.0, "profile_url": "directory/agnes-holzberg/index.html" }, { "name": "Renata Douglass Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Houlihan Lawrence", "consumer_authority_score": 79.5, "authority_band": "Strong public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "66 sales \u00b7 $49.0M", "review_count_public": 208, "average_rating_public": 5.0, "profile_url": "directory/renata-douglass-team/index.html" }, { "name": "The Moldavsky Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "REMAX Edge", "consumer_authority_score": 74.2, "authority_band": "Strong public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "52 sales \u00b7 $40.1M", "review_count_public": 216, "average_rating_public": 5.0, "profile_url": "directory/the-moldavsky-team/index.html" }, { "name": "Tony Murphy Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Houlihan Lawrence", "consumer_authority_score": 75.8, "authority_band": "Strong public proof", "ai_visibility_score": 27.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "62 sales \u00b7 $40.2M", "review_count_public": 204, "average_rating_public": 5.0, "profile_url": "directory/tony-murphy-team/index.html" } ], "top_teams": [ { "name": "Bizzarro Agency", "market": "New York Metro", "entity_type": "Team", "brokerage": "Bizzarro Agency", "consumer_authority_score": 96.2, "authority_band": "Market dominant", "ai_visibility_score": 29.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "173 sales \u00b7 $113.7M", "review_count_public": 925, "average_rating_public": 5.0, "profile_url": "directory/bizzarro-agency/index.html" }, { "name": "Gino Bello Homes Real Estate Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Howard Hanna Rand Realty", "consumer_authority_score": 90.5, "authority_band": "Market dominant", "ai_visibility_score": 28.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "92 sales \u00b7 $50.9M", "review_count_public": 397, "average_rating_public": 5.0, "profile_url": "directory/gino-bello-homes-real-estate-team/index.html" }, { "name": "The Levin Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 88.0, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "82 sales \u00b7 $101.0M", "review_count_public": 292, "average_rating_public": 5.0, "profile_url": "directory/the-levin-team/index.html" }, { "name": "The Expansion Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "RE/MAX Edge", "consumer_authority_score": 85.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "72 sales \u00b7 $48.1M", "review_count_public": 286, "average_rating_public": 5.0, "profile_url": "directory/the-expansion-team/index.html" }, { "name": "Eric Stein Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "RE/MAX Distinguished Homes & Properties", "consumer_authority_score": 88.2, "authority_band": "Elite public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "103 sales \u00b7 $59.8M", "review_count_public": 222, "average_rating_public": 5.0, "profile_url": "directory/eric-stein-team/index.html" }, { "name": "Renata Douglass Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Houlihan Lawrence", "consumer_authority_score": 79.5, "authority_band": "Strong public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "66 sales \u00b7 $49.0M", "review_count_public": 208, "average_rating_public": 5.0, "profile_url": "directory/renata-douglass-team/index.html" }, { "name": "The Moldavsky Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "REMAX Edge", "consumer_authority_score": 74.2, "authority_band": "Strong public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "52 sales \u00b7 $40.1M", "review_count_public": 216, "average_rating_public": 5.0, "profile_url": "directory/the-moldavsky-team/index.html" }, { "name": "Tony Murphy Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Houlihan Lawrence", "consumer_authority_score": 75.8, "authority_band": "Strong public proof", "ai_visibility_score": 27.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "62 sales \u00b7 $40.2M", "review_count_public": 204, "average_rating_public": 5.0, "profile_url": "directory/tony-murphy-team/index.html" }, { "name": "Jessica Moves You Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 85.0, "authority_band": "Elite public proof", "ai_visibility_score": 27.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "110 sales \u00b7 $47.6M", "review_count_public": 211, "average_rating_public": 4.9, "profile_url": "directory/jessica-moves-you-team/index.html" }, { "name": "Laura Miller Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Houlihan Lawrence", "consumer_authority_score": 82.9, "authority_band": "Elite public proof", "ai_visibility_score": 27.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "85 sales \u00b7 $181.5M", "review_count_public": 166, "average_rating_public": 5.0, "profile_url": "directory/laura-miller-team/index.html" } ], "top_individual_agents": [ { "name": "Matthew Valvano", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Berkshire Hathaway HomeServices New York Properties", "consumer_authority_score": 82.8, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "51 sales \u00b7 $44.5M", "review_count_public": 295, "average_rating_public": 5.0, "profile_url": "directory/matthew-valvano/index.html" }, { "name": "Agnes Holzberg", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Julia B. 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public proof", "ai_visibility_score": 27.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "40 sales \u00b7 $24.9M", "review_count_public": 178, "average_rating_public": 5.0, "profile_url": "directory/maria-campanelli/index.html" }, { "name": "Julia Ricciuti", "market": "New York Metro", "entity_type": "Individual", "brokerage": "REMAX Prime Properties", "consumer_authority_score": 75.3, "authority_band": "Strong public proof", "ai_visibility_score": 27.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "42 sales \u00b7 $36.4M", "review_count_public": 172, "average_rating_public": 5.0, "profile_url": "directory/julia-ricciuti/index.html" }, { "name": "David Calabrese", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Howard Hanna Rand Realty", "consumer_authority_score": 60.6, "authority_band": "Established public proof", "ai_visibility_score": 27.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "13 sales \u00b7 $14.7M", "review_count_public": 161, "average_rating_public": 5.0, "profile_url": "directory/david-calabrese/index.html" }, { "name": "Edward Meltser", "market": "New York Metro", "entity_type": "Individual", "brokerage": "REMAX In the City", "consumer_authority_score": 84.7, "authority_band": "Elite public proof", "ai_visibility_score": 27.5, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "67 sales \u00b7 $17.2M", "review_count_public": 149, "average_rating_public": 5.0, "profile_url": "directory/edward-meltser/index.html" }, { "name": "Anzhela Staraya", "market": "New York Metro", "entity_type": "Individual", "brokerage": "REMAX Edge", "consumer_authority_score": 79.6, "authority_band": "Strong public proof", "ai_visibility_score": 27.5, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "55 sales \u00b7 $26.1M", "review_count_public": 146, "average_rating_public": 5.0, "profile_url": "directory/anzhela-staraya/index.html" }, { "name": "Annette Mina", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Douglas Elliman", "consumer_authority_score": 75.2, "authority_band": "Strong public proof", "ai_visibility_score": 27.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "49 sales \u00b7 $31.7M", "review_count_public": 132, "average_rating_public": 5.0, "profile_url": "directory/annette-mina/index.html" }, { "name": "Vasilis Kokoris", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Compass", "consumer_authority_score": 80.4, "authority_band": "Elite public proof", "ai_visibility_score": 27.3, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "65 sales \u00b7 $33.5M", "review_count_public": 125, "average_rating_public": 5.0, "profile_url": "directory/vasilis-kokoris/index.html" } ], "highest_ai_visibility": [ { "name": "Bizzarro Agency", "market": "New York Metro", "entity_type": "Team", "brokerage": "Bizzarro Agency", "consumer_authority_score": 96.2, "authority_band": "Market dominant", "ai_visibility_score": 29.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "173 sales \u00b7 $113.7M", "review_count_public": 925, "average_rating_public": 5.0, "profile_url": "directory/bizzarro-agency/index.html" }, { "name": "Gino Bello Homes Real Estate Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Howard Hanna Rand Realty", "consumer_authority_score": 90.5, "authority_band": "Market dominant", "ai_visibility_score": 28.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "92 sales \u00b7 $50.9M", "review_count_public": 397, "average_rating_public": 5.0, "profile_url": "directory/gino-bello-homes-real-estate-team/index.html" }, { "name": "The Levin Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 88.0, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "82 sales \u00b7 $101.0M", "review_count_public": 292, "average_rating_public": 5.0, "profile_url": "directory/the-levin-team/index.html" }, { "name": "The Expansion Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "RE/MAX Edge", "consumer_authority_score": 85.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "72 sales \u00b7 $48.1M", "review_count_public": 286, "average_rating_public": 5.0, "profile_url": "directory/the-expansion-team/index.html" }, { "name": "Matthew Valvano", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Berkshire Hathaway HomeServices New York Properties", "consumer_authority_score": 82.8, "authority_band": "Elite public proof", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "51 sales \u00b7 $44.5M", "review_count_public": 295, "average_rating_public": 5.0, "profile_url": "directory/matthew-valvano/index.html" }, { "name": "Eric Stein Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "RE/MAX Distinguished Homes & Properties", "consumer_authority_score": 88.2, "authority_band": "Elite public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "103 sales \u00b7 $59.8M", "review_count_public": 222, "average_rating_public": 5.0, "profile_url": "directory/eric-stein-team/index.html" }, { "name": "Agnes Holzberg", "market": "New York Metro", "entity_type": "Individual", "brokerage": "Julia B. 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"ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "52 sales \u00b7 $40.1M", "review_count_public": 216, "average_rating_public": 5.0, "profile_url": "directory/the-moldavsky-team/index.html" }, { "name": "Tony Murphy Team", "market": "New York Metro", "entity_type": "Team", "brokerage": "Houlihan Lawrence", "consumer_authority_score": 75.8, "authority_band": "Strong public proof", "ai_visibility_score": 27.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "62 sales \u00b7 $40.2M", "review_count_public": 204, "average_rating_public": 5.0, "profile_url": "directory/tony-murphy-team/index.html" } ] }, { "market": "Los Angeles", "slug": "los-angeles", "market_page": "markets/los-angeles", "status": "live_market", "scope_note": "Los Angeles County and westside luxury markets where AI visibility, media authority, and high-value representation intersect.", "directory_rows": 88, "qualified_rows": 55, "team_rows": 25, "individual_rows": 30, "ai_scored_rows": 55, "best_overall": [ { "name": "Sally Forster Jones Group", "market": "Los Angeles", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 81.2, "authority_band": "Elite public proof", "ai_visibility_score": 47.3, "ai_visibility_evidence": "32 checks / 6 mentions", "sales_proof": "90 sales \u00b7 $447.9M", "review_count_public": 539, "average_rating_public": 5.0, "profile_url": "directory/sally-forster-jones-group/index.html" }, { "name": "Pardee Properties", "market": "Los Angeles", "entity_type": "Team", "brokerage": "Pardee Properties", "consumer_authority_score": 98.4, "authority_band": "Market dominant", "ai_visibility_score": 45.3, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "360 sales \u00b7 $755.7M", "review_count_public": 1650, "average_rating_public": 5.0, "profile_url": "directory/pardee-properties/index.html" }, { "name": "The Altman Brothers Team", "market": "Los Angeles", "entity_type": "Team", "brokerage": "", "consumer_authority_score": 71.1, "authority_band": "Strong public proof", "ai_visibility_score": 42.9, "ai_visibility_evidence": "32 checks / 5 mentions", "sales_proof": "220 sales \u00b7 $1.26B", "review_count_public": 63, "average_rating_public": 4.4, "profile_url": "directory/the-altman-brothers-team/index.html" }, { "name": "Lauren Forbes Group", "market": "Los Angeles", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 76.9, "authority_band": "Strong public proof", "ai_visibility_score": 40.9, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "94 sales \u00b7 $149.1M", "review_count_public": 355, "average_rating_public": 5.0, "profile_url": "directory/lauren-forbes-group/index.html" }, { "name": "Courtney Poulos", "market": "Los Angeles", "entity_type": "Individual", "brokerage": "ACME Real Estate", "consumer_authority_score": 77.4, "authority_band": "Strong public proof", "ai_visibility_score": 40.0, "ai_visibility_evidence": "32 checks 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"authority_band": "Market dominant", "ai_visibility_score": 45.2, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "609 sales \u00b7 $391.9M", "review_count_public": 2184, "average_rating_public": 5.0, "profile_url": "directory/pozek-group/index.html" }, { "name": "The Pinnacle Homes Group", "market": "Orlando", "entity_type": "Team", "brokerage": "Keller Williams", "consumer_authority_score": 70.1, "authority_band": "Strong public proof", "ai_visibility_score": 44.1, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "107 sales \u00b7 $51.3M", "review_count_public": 331, "average_rating_public": 5.0, "profile_url": "directory/the-pinnacle-homes-group/index.html" }, { "name": "Align Real Estate", "market": "Orlando", "entity_type": "Team", "brokerage": "Align Real Estate", "consumer_authority_score": 53.1, "authority_band": "Source-backed candidate", "ai_visibility_score": 43.4, "ai_visibility_evidence": "32 checks / 4 mentions", "sales_proof": "77 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| Veronica Figueroa | eXp | PLACE')", "consumer_authority_score": 90.4, "authority_band": "Market dominant", "ai_visibility_score": 29.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "465 sales \u00b7 $160.6M", "review_count_public": 883, "average_rating_public": 4.9, "profile_url": "directory/figueroa-team-aka-fig-team/index.html" } ], "top_individual_agents": [ { "name": "Kristin Vogt", "market": "Orlando", "entity_type": "Individual", "brokerage": "CENTURY 21 Integra", "consumer_authority_score": 95.9, "authority_band": "Market dominant", "ai_visibility_score": 29.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "85 sales \u00b7 $45.4M", "review_count_public": 1198, "average_rating_public": 4.9, "profile_url": "directory/kristin-vogt/index.html" }, { "name": "Ronald Ziolkowski", "market": "Orlando", "entity_type": "Individual", "brokerage": "RE/MAX Prime Properties", "consumer_authority_score": 94.5, "authority_band": "Market dominant", "ai_visibility_score": 28.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "58 sales \u00b7 $51.5M", "review_count_public": 357, "average_rating_public": 5.0, "profile_url": "directory/ronald-ziolkowski/index.html" }, { "name": "Steven Horner", "market": "Orlando", "entity_type": "Individual", "brokerage": "RE/MAX Prime Properties", "consumer_authority_score": 90.3, "authority_band": "Market dominant", "ai_visibility_score": 27.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "60 sales \u00b7 $29.4M", "review_count_public": 165, "average_rating_public": 4.98, "profile_url": "directory/steven-horner/index.html" }, { "name": "Simi Lakhani", "market": "Orlando", "entity_type": "Individual", "brokerage": "Keller Williams", "consumer_authority_score": 85.0, "authority_band": "Elite public proof", "ai_visibility_score": 27.5, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "55 sales \u00b7 $21.9M", "review_count_public": 149, 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"average_rating_public": 5.0, "profile_url": "directory/the-hester-group/index.html" } ] }, { "market": "San Francisco Bay Area", "slug": "san-francisco-bay-area", "market_page": "markets/san-francisco-bay-area", "status": "live_market", "scope_note": "San Francisco, Oakland, Marin, the Peninsula, and nearby Bay Area residential markets, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.", "directory_rows": 50, "qualified_rows": 50, "team_rows": 25, "individual_rows": 25, "ai_scored_rows": 50, "best_overall": [ { "name": "Kinetic Real Estate", "market": "San Francisco Bay Area", "entity_type": "Team", "brokerage": "Kinetic Real Estate", "consumer_authority_score": 92.9, "authority_band": "Market dominant", "ai_visibility_score": 45.4, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "432 sales \u00b7 $441.0M", "review_count_public": 757, "average_rating_public": 5.0, "profile_url": 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"review_count_public": 101, "average_rating_public": 5.0, "profile_url": "directory/anna-ghen/index.html" }, { "name": "Corine Farhat", "market": "Washington DC / Northern Virginia", "entity_type": "Individual", "brokerage": "TTR Sotheby's International Realty", "consumer_authority_score": 50.2, "authority_band": "Source-backed candidate", "ai_visibility_score": 26.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "17 sales \u00b7 $16.1M", "review_count_public": 64, "average_rating_public": 5.0, "profile_url": "directory/corine-farhat/index.html" } ], "highest_ai_visibility": [ { "name": "Mollaan Babbington Group", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 86.8, "authority_band": "Elite public proof", "ai_visibility_score": 46.0, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "278 sales \u00b7 $224.9M", "review_count_public": 1086, "average_rating_public": 5.0, "profile_url": "directory/mollaan-babbington-group/index.html" }, { "name": "Daryl Judy", "market": "Washington DC / Northern Virginia", "entity_type": "Individual", "brokerage": "Washington Fine Properties", "consumer_authority_score": 81.6, "authority_band": "Elite public proof", "ai_visibility_score": 42.4, "ai_visibility_evidence": "32 checks / 4 mentions", "sales_proof": "40 sales \u00b7 $77.2M", "review_count_public": 100, "average_rating_public": 5.0, "profile_url": "directory/daryl-judy/index.html" }, { "name": "The ONE Street Company", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "Samson Properties", "consumer_authority_score": 92.9, "authority_band": "Market dominant", "ai_visibility_score": 42.2, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "504 sales \u00b7 $226.6M", "review_count_public": 1922, "average_rating_public": 5.0, "profile_url": "directory/the-one-street-company/index.html" }, { "name": "Nikki Lagouros", "market": "Washington DC / Northern Virginia", "entity_type": "Individual", "brokerage": "Berkshire Hathaway HomeServices PenFed Realty", "consumer_authority_score": 91.7, "authority_band": "Market dominant", "ai_visibility_score": 41.7, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "117 sales \u00b7 $87.6M", "review_count_public": 173, "average_rating_public": 5.0, "profile_url": "directory/nikki-lagouros/index.html" }, { "name": "Keri Shull Team", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 80.2, "authority_band": "Elite public proof", "ai_visibility_score": 41.7, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "202 sales \u00b7 $134.0M", "review_count_public": 670, "average_rating_public": 4.9, "profile_url": "directory/keri-shull-team/index.html" }, { "name": "Jennifer Young Team", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "Keller Williams", "consumer_authority_score": 83.0, "authority_band": "Elite public proof", "ai_visibility_score": 41.4, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "249 sales \u00b7 $168.3M", "review_count_public": 1205, "average_rating_public": 4.9, "profile_url": "directory/jennifer-young-team/index.html" }, { "name": "Jenn Smira and Co", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 73.4, "authority_band": "Strong public proof", "ai_visibility_score": 41.2, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "176 sales \u00b7 $192.9M", "review_count_public": 435, "average_rating_public": 5.0, "profile_url": "directory/jenn-smira-and-co/index.html" }, { "name": "FASS Results Group", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 57.2, "authority_band": "Source-backed candidate", "ai_visibility_score": 40.7, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "54 sales \u00b7 $76.4M", "review_count_public": 344, "average_rating_public": 5.0, "profile_url": "directory/fass-results-group/index.html" }, { "name": "Kimberly Cestari", "market": "Washington DC / Northern Virginia", "entity_type": "Individual", "brokerage": "Long & Foster", "consumer_authority_score": 73.7, "authority_band": "Strong public proof", "ai_visibility_score": 40.6, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "51 sales \u00b7 $66.5M", "review_count_public": 78, "average_rating_public": 4.9, "profile_url": "directory/kimberly-cestari/index.html" }, { "name": "Debbie Dogrul Associates", "market": "Washington DC / Northern Virginia", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 86.8, "authority_band": "Elite public proof", "ai_visibility_score": 40.4, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "544 sales \u00b7 $392.6M", "review_count_public": 502, "average_rating_public": 4.9, "profile_url": "directory/debbie-dogrul-associates/index.html" } ] }, { "market": "Seattle", "slug": "seattle", "market_page": "markets/seattle", "status": "live_market", "scope_note": "Seattle, Bellevue, Kirkland, Redmond, and the surrounding Puget Sound residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.", "directory_rows": 50, "qualified_rows": 50, "team_rows": 25, "individual_rows": 25, "ai_scored_rows": 50, "best_overall": [ { "name": "Danny Greco", "market": "Seattle", "entity_type": "Individual", "brokerage": "Keller Williams Greater Seattle", "consumer_authority_score": 75.7, "authority_band": "Strong public proof", "ai_visibility_score": 43.6, "ai_visibility_evidence": "32 checks / 3 mentions", "sales_proof": "34 sales \u00b7 $28.6M", "review_count_public": 161, "average_rating_public": 4.9, "profile_url": 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"directory/ranjani-ravi/index.html" }, { "name": "Portico Real Estate", "market": "Seattle", "entity_type": "Team", "brokerage": "Independent", "consumer_authority_score": 84.5, "authority_band": "Elite public proof", "ai_visibility_score": 28.3, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "127 sales \u00b7 $123.0M", "review_count_public": 279, "average_rating_public": 5.0, "profile_url": "directory/portico-real-estate/index.html" }, { "name": "Maggie Real Estate Group", "market": "Seattle", "entity_type": "Team", "brokerage": "Keller Williams Realty Bellevue", "consumer_authority_score": 86.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "152 sales \u00b7 $202.1M", "review_count_public": 237, "average_rating_public": 5.0, "profile_url": "directory/maggie-real-estate-group/index.html" } ], "top_teams": [ { "name": "The Every Door Team", "market": "Seattle", "entity_type": "Team", "brokerage": "Every Door Real Estate", "consumer_authority_score": 98.6, "authority_band": "Market dominant", "ai_visibility_score": 42.4, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "859 sales \u00b7 $595.5M", "review_count_public": 2503, "average_rating_public": 5.0, "profile_url": "directory/the-every-door-team/index.html" }, { "name": "Team Foster Skillman", "market": "Seattle", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 85.1, "authority_band": "Elite public proof", "ai_visibility_score": 39.9, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "62 sales \u00b7 $355.2M", "review_count_public": 152, "average_rating_public": 5.0, "profile_url": "directory/team-foster-skillman/index.html" }, { "name": "McConnell Group (formerly NK Team)", "market": "Seattle", "entity_type": "Team", "brokerage": "Real Broker LLC", "consumer_authority_score": 95.8, "authority_band": "Market dominant", "ai_visibility_score": 29.5, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "247 sales \u00b7 $234.4M", "review_count_public": 672, "average_rating_public": 5.0, "profile_url": "directory/mcconnell-group-formerly-nk-team/index.html" }, { "name": "The Collective Group", "market": "Seattle", "entity_type": "Team", "brokerage": "Real Broker LLC", "consumer_authority_score": 92.8, "authority_band": "Market dominant", "ai_visibility_score": 28.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "242 sales \u00b7 $201.9M", "review_count_public": 365, "average_rating_public": 5.0, "profile_url": "directory/the-collective-group/index.html" }, { "name": "Team Towse", "market": "Seattle", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 83.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "75 sales \u00b7 $102.8M", "review_count_public": 339, "average_rating_public": 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"brokerage": "Keller Williams Realty Bellevue", "consumer_authority_score": 86.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "152 sales \u00b7 $202.1M", "review_count_public": 237, "average_rating_public": 5.0, "profile_url": "directory/maggie-real-estate-group/index.html" }, { "name": "The Beth Billington Team", "market": "Seattle", "entity_type": "Team", "brokerage": "Coldwell Banker Bain", "consumer_authority_score": 73.1, "authority_band": "Strong public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "28 sales \u00b7 $74.2M", "review_count_public": 217, "average_rating_public": 5.0, "profile_url": "directory/the-beth-billington-team/index.html" }, { "name": "Wes Jones & Associates", "market": "Seattle", "entity_type": "Team", "brokerage": "Keller Williams", "consumer_authority_score": 69.4, "authority_band": "Established public 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$96.7M", "review_count_public": 280, "average_rating_public": 5.0, "profile_url": "directory/ranjani-ravi/index.html" }, { "name": "CL Tang", "market": "Seattle", "entity_type": "Individual", "brokerage": "eXp Realty", "consumer_authority_score": 71.0, "authority_band": "Strong public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "23 sales \u00b7 $27.9M", "review_count_public": 231, "average_rating_public": 5.0, "profile_url": "directory/cl-tang/index.html" }, { "name": "Quinnie Phan", "market": "Seattle", "entity_type": "Individual", "brokerage": "Keller Williams Greater Seattle", "consumer_authority_score": 84.9, "authority_band": "Elite public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "48 sales \u00b7 $35.2M", "review_count_public": 219, "average_rating_public": 5.0, "profile_url": "directory/quinnie-phan/index.html" }, { "name": "Brad Hinckley", "market": "Seattle", "entity_type": "Individual", "brokerage": "Compass", "consumer_authority_score": 77.3, "authority_band": "Strong public proof", "ai_visibility_score": 27.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "27 sales \u00b7 $45.8M", "review_count_public": 182, "average_rating_public": 5.0, "profile_url": "directory/brad-hinckley/index.html" }, { "name": "Kimberly Morgan Storey", "market": "Seattle", "entity_type": "Individual", "brokerage": "Coldwell Banker Danforth", "consumer_authority_score": 72.6, "authority_band": "Strong public proof", "ai_visibility_score": 27.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "28 sales \u00b7 $19.7M", "review_count_public": 170, "average_rating_public": 4.98, "profile_url": "directory/kimberly-morgan-storey/index.html" }, { "name": "Roya Tabatabai", "market": "Seattle", "entity_type": "Individual", "brokerage": "John L. 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"average_rating_public": 5.0, "profile_url": "directory/mcconnell-group-formerly-nk-team/index.html" }, { "name": "The Collective Group", "market": "Seattle", "entity_type": "Team", "brokerage": "Real Broker LLC", "consumer_authority_score": 92.8, "authority_band": "Market dominant", "ai_visibility_score": 28.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "242 sales \u00b7 $201.9M", "review_count_public": 365, "average_rating_public": 5.0, "profile_url": "directory/the-collective-group/index.html" }, { "name": "Team Towse", "market": "Seattle", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 83.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "75 sales \u00b7 $102.8M", "review_count_public": 339, "average_rating_public": 5.0, "profile_url": "directory/team-towse/index.html" }, { "name": "Wagner Real Estate Group", "market": "Seattle", 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"ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "127 sales \u00b7 $123.0M", "review_count_public": 279, "average_rating_public": 5.0, "profile_url": "directory/portico-real-estate/index.html" }, { "name": "Maggie Real Estate Group", "market": "Seattle", "entity_type": "Team", "brokerage": "Keller Williams Realty Bellevue", "consumer_authority_score": 86.6, "authority_band": "Elite public proof", "ai_visibility_score": 28.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "152 sales \u00b7 $202.1M", "review_count_public": 237, "average_rating_public": 5.0, "profile_url": "directory/maggie-real-estate-group/index.html" } ] }, { "market": "Minneapolis-St. Paul", "slug": "minneapolis-st-paul", "market_page": "markets/minneapolis-st-paul", "status": "live_market", "scope_note": "Minneapolis, Saint Paul, and the surrounding Twin Cities residential market, with separate individual-agent and team comparisons grounded in public production, review, and 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"authority_band": "Source-backed candidate", "ai_visibility_score": 39.1, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "47 sales \u00b7 $22.6M", "review_count_public": 101, "average_rating_public": 5.0, "profile_url": "directory/the-matt-engen-group/index.html" }, { "name": "Mark Parrish", "market": "Minneapolis-St. Paul", "entity_type": "Individual", "brokerage": "Coldwell Banker Realty", "consumer_authority_score": 47.9, "authority_band": "Source-backed candidate", "ai_visibility_score": 38.4, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "17 sales \u00b7 $15.1M", "review_count_public": 51, "average_rating_public": 4.9, "profile_url": "directory/mark-parrish/index.html" }, { "name": "Realty Group", "market": "Minneapolis-St. Paul", "entity_type": "Team", "brokerage": "LPT Realty", "consumer_authority_score": 69.4, "authority_band": "Established public proof", "ai_visibility_score": 37.2, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "2,785 sales \u00b7 $1.06B", "review_count_public": 35, "average_rating_public": 4.7, "profile_url": "directory/realty-group/index.html" }, { "name": "Platzke Real Estate Group", "market": "Minneapolis-St. Paul", "entity_type": "Team", "brokerage": "Coldwell Banker Realty", "consumer_authority_score": 92.7, "authority_band": "Market dominant", "ai_visibility_score": 30.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "520 sales \u00b7 $332.1M", "review_count_public": 1073, "average_rating_public": 5.0, "profile_url": "directory/platzke-real-estate-group/index.html" } ], "top_teams": [ { "name": "The Minnesota Real Estate Team", "market": "Minneapolis-St. Paul", "entity_type": "Team", "brokerage": "REMAX Advantage Plus", "consumer_authority_score": 95.9, "authority_band": "Market dominant", "ai_visibility_score": 52.4, "ai_visibility_evidence": "32 checks / 7 mentions", "sales_proof": "1,875 sales \u00b7 $683.4M", "review_count_public": 2038, 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"163 sales \u00b7 $78.0M", "review_count_public": 406, "average_rating_public": 5.0, "profile_url": "directory/real-estate-nation-team/index.html" } ], "top_individual_agents": [ { "name": "Mark Abdel", "market": "Minneapolis-St. Paul", "entity_type": "Individual", "brokerage": "REMAX Advantage Plus", "consumer_authority_score": 96.5, "authority_band": "Market dominant", "ai_visibility_score": 46.1, "ai_visibility_evidence": "32 checks / 4 mentions", "sales_proof": "85 sales \u00b7 $53.8M", "review_count_public": 249, "average_rating_public": 5.0, "profile_url": "directory/mark-abdel/index.html" }, { "name": "Steve Casalenda", "market": "Minneapolis-St. Paul", "entity_type": "Individual", "brokerage": "REMAX Results", "consumer_authority_score": 83.2, "authority_band": "Elite public proof", "ai_visibility_score": 39.8, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "40 sales \u00b7 $14.6M", "review_count_public": 217, "average_rating_public": 5.0, "profile_url": 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"directory/platzke-real-estate-group/index.html" } ] }, { "market": "Denver", "slug": "denver", "market_page": "markets/denver", "status": "live_market", "scope_note": "Denver and the surrounding Front Range residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.", "directory_rows": 50, "qualified_rows": 50, "team_rows": 25, "individual_rows": 25, "ai_scored_rows": 50, "best_overall": [ { "name": "Abell to Sell", "market": "Denver", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 69.4, "authority_band": "Established public proof", "ai_visibility_score": 49.3, "ai_visibility_evidence": "32 checks / 8 mentions", "sales_proof": "59 sales \u00b7 $56.6M", "review_count_public": 274, "average_rating_public": 5.0, "profile_url": "directory/abell-to-sell/index.html" }, { "name": "The Schlichter Team", "market": "Denver", "entity_type": "Team", "brokerage": "Compass", 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}, { "name": "Jeff Plous", "market": "Denver", "entity_type": "Individual", "brokerage": "Hatch Realty", "consumer_authority_score": 73.3, "authority_band": "Strong public proof", "ai_visibility_score": 37.2, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "77 sales \u00b7 $88.8M", "review_count_public": 44, "average_rating_public": 4.8, "profile_url": "directory/jeff-plous/index.html" }, { "name": "Andy Potarf", "market": "Denver", "entity_type": "Individual", "brokerage": "Redfin", "consumer_authority_score": 85.0, "authority_band": "Elite public proof", "ai_visibility_score": 36.2, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "43 sales \u00b7 $30.6M", "review_count_public": 265, "average_rating_public": 4.7, "profile_url": "directory/andy-potarf/index.html" }, { "name": "Derrick Wheeler II", "market": "Denver", "entity_type": "Individual", "brokerage": "Redfin", "consumer_authority_score": 42.9, "authority_band": "Production proof captured", 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"profile_url": "directory/co-lifestyle-real-estate-group/index.html" }, { "name": "The Kronenberger Team", "market": "Denver", "entity_type": "Team", "brokerage": "RE/MAX Professionals", "consumer_authority_score": 72.8, "authority_band": "Strong public proof", "ai_visibility_score": 28.3, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "84 sales \u00b7 $67.1M", "review_count_public": 260, "average_rating_public": 5.0, "profile_url": "directory/the-kronenberger-team/index.html" }, { "name": "The Kissel Group", "market": "Denver", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 67.4, "authority_band": "Established public proof", "ai_visibility_score": 28.2, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "72 sales \u00b7 $49.0M", "review_count_public": 245, "average_rating_public": 5.0, "profile_url": "directory/the-kissel-group/index.html" } ], "top_individual_agents": [ { "name": "Brendan Bartic", "market": "Denver", 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"average_rating_public": 4.6, "profile_url": "directory/brent-foster/index.html" }, { "name": "Cheree Bray", "market": "San Diego", "entity_type": "Individual", "brokerage": "Redfin", "consumer_authority_score": 83.7, "authority_band": "Elite public proof", "ai_visibility_score": 26.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "35 sales \u00b7 $46.4M", "review_count_public": 672, "average_rating_public": 4.9, "profile_url": "directory/cheree-bray/index.html" }, { "name": "Twana Rasoul", "market": "San Diego", "entity_type": "Individual", "brokerage": "Compass / Rasoul Realty Group", "consumer_authority_score": 65.8, "authority_band": "Established public proof", "ai_visibility_score": 25.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "46 sales \u00b7 $51.7M", "review_count_public": 35, "average_rating_public": 5.0, "profile_url": "directory/twana-rasoul/index.html" } ], "highest_ai_visibility": [ { "name": "Whissel Beer Group", "market": "San Diego", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 93.6, "authority_band": "Market dominant", "ai_visibility_score": 48.7, "ai_visibility_evidence": "32 checks / 5 mentions", "sales_proof": "1,042 sales \u00b7 $875.9M", "review_count_public": 434, "average_rating_public": 5.0, "profile_url": "directory/whissel-beer-group/index.html" }, { "name": "The Barron Team", "market": "San Diego", "entity_type": "Team", "brokerage": "The Real Brokerage Inc.", "consumer_authority_score": 96.9, "authority_band": "Market dominant", "ai_visibility_score": 42.9, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "215 sales \u00b7 $240.4M", "review_count_public": 677, "average_rating_public": 5.0, "profile_url": "directory/the-barron-team/index.html" }, { "name": "Beer Home Team", "market": "San Diego", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 90.1, "authority_band": "Market dominant", "ai_visibility_score": 41.3, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "171 sales \u00b7 $180.2M", "review_count_public": 617, "average_rating_public": 4.9, "profile_url": "directory/beer-home-team/index.html" }, { "name": "Shafran Realty Group", "market": "San Diego", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 86.7, "authority_band": "Elite public proof", "ai_visibility_score": 41.2, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "164 sales \u00b7 $234.3M", "review_count_public": 246, "average_rating_public": 4.9, "profile_url": "directory/shafran-realty-group/index.html" }, { "name": "Kappel Realty Group", "market": "San Diego", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 81.5, "authority_band": "Elite public proof", "ai_visibility_score": 40.3, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "129 sales \u00b7 $144.4M", "review_count_public": 258, "average_rating_public": 5.0, "profile_url": "directory/kappel-realty-group/index.html" }, { "name": "Battiata Real Estate Group", "market": "San Diego", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 49.4, "authority_band": "Source-backed candidate", "ai_visibility_score": 39.7, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "42 sales \u00b7 $61.6M", "review_count_public": 47, "average_rating_public": 4.7, "profile_url": "directory/battiata-real-estate-group/index.html" }, { "name": "Beran", "market": "San Diego", "entity_type": "Team", "brokerage": "First Team Real Estate", "consumer_authority_score": 39.5, "authority_band": "Production proof captured", "ai_visibility_score": 38.4, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "19 sales \u00b7 $47.6M", "review_count_public": 35, "average_rating_public": 4.9, "profile_url": "directory/beran/index.html" }, { "name": "Align Real Estate", "market": "San Diego", "entity_type": "Team", "brokerage": "The Real Brokerage Inc.", "consumer_authority_score": 82.5, "authority_band": "Elite public proof", "ai_visibility_score": 29.2, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "72 sales \u00b7 $74.6M", "review_count_public": 551, "average_rating_public": 5.0, "profile_url": "directory/align-real-estate-san-diego/index.html" }, { "name": "Wannebo Real Estate Group", "market": "San Diego", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 70.0, "authority_band": "Strong public proof", "ai_visibility_score": 29.2, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "35 sales \u00b7 $43.5M", "review_count_public": 568, "average_rating_public": 5.0, "profile_url": "directory/wannebo-real-estate-group/index.html" }, { "name": "The Jim Bottrell Real Estate Team", "market": "San Diego", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 90.8, "authority_band": "Market dominant", "ai_visibility_score": 28.7, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "227 sales \u00b7 $178.5M", "review_count_public": 418, "average_rating_public": 4.9, "profile_url": "directory/the-jim-bottrell-real-estate-team/index.html" } ] }, { "market": "Miami / South Florida", "slug": "miami-south-florida", "market_page": "markets/miami-south-florida", "status": "live_market", "scope_note": "Miami, Miami Beach, Boca Raton, Palm Beach, West Palm Beach, Jupiter, Coral Springs, and the broader South Florida residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence. 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"Team", "brokerage": "Compass", "consumer_authority_score": 73.9, "authority_band": "Strong public proof", "ai_visibility_score": 40.1, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "180 sales \u00b7 $293.1M", "review_count_public": 89, "average_rating_public": 5.0, "profile_url": "directory/riley-smith-group/index.html" }, { "name": "Abraham Ash", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "Multivest Realty, INC.", "consumer_authority_score": 69.9, "authority_band": "Established public proof", "ai_visibility_score": 37.9, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "13 sales \u00b7 $37.8M", "review_count_public": 47, "average_rating_public": 5.0, "profile_url": "directory/abraham-ash/index.html" }, { "name": "The Tricoli Team", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Keller Williams", "consumer_authority_score": 98.5, "authority_band": "Market dominant", "ai_visibility_score": 29.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "347 sales \u00b7 $176.5M", "review_count_public": 954, "average_rating_public": 4.9, "profile_url": "directory/the-tricoli-team/index.html" }, { "name": "Nancy Batchelor Team", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 85.9, "authority_band": "Elite public proof", "ai_visibility_score": 28.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "80 sales \u00b7 $172.1M", "review_count_public": 423, "average_rating_public": 5.0, "profile_url": "directory/nancy-batchelor-team/index.html" }, { "name": "Abode Group", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 92.7, "authority_band": "Market dominant", "ai_visibility_score": 28.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "264 sales \u00b7 $159.5M", "review_count_public": 393, "average_rating_public": 5.0, "profile_url": "directory/abode-group/index.html" }, { "name": "Chez Realty", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Chez Realty LLC", "consumer_authority_score": 87.2, "authority_band": "Elite public proof", "ai_visibility_score": 28.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "195 sales \u00b7 $130.6M", "review_count_public": 351, "average_rating_public": 5.0, "profile_url": "directory/chez-realty/index.html" } ], "top_teams": [ { "name": "The Opes Group", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 86.7, "authority_band": "Elite public proof", "ai_visibility_score": 65.1, "ai_visibility_evidence": "32 checks / 15 mentions", "sales_proof": "171 sales \u00b7 $180.8M", "review_count_public": 374, "average_rating_public": 5.0, "profile_url": "directory/the-opes-group/index.html" }, { "name": "David Siddons Group", "market": "Miami / 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"ai_visibility_score": 41.3, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "295 sales \u00b7 $331.1M", "review_count_public": 200, "average_rating_public": 5.0, "profile_url": "directory/premier-group/index.html" }, { "name": "Riley Smith Group", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 73.9, "authority_band": "Strong public proof", "ai_visibility_score": 40.1, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "180 sales \u00b7 $293.1M", "review_count_public": 89, "average_rating_public": 5.0, "profile_url": "directory/riley-smith-group/index.html" }, { "name": "The Tricoli Team", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Keller Williams", "consumer_authority_score": 98.5, "authority_band": "Market dominant", "ai_visibility_score": 29.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "347 sales \u00b7 $176.5M", "review_count_public": 954, "average_rating_public": 4.9, "profile_url": "directory/the-tricoli-team/index.html" }, { "name": "Nancy Batchelor Team", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 85.9, "authority_band": "Elite public proof", "ai_visibility_score": 28.9, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "80 sales \u00b7 $172.1M", "review_count_public": 423, "average_rating_public": 5.0, "profile_url": "directory/nancy-batchelor-team/index.html" }, { "name": "Abode Group", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 92.7, "authority_band": "Market dominant", "ai_visibility_score": 28.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "264 sales \u00b7 $159.5M", "review_count_public": 393, "average_rating_public": 5.0, "profile_url": "directory/abode-group/index.html" }, { "name": "Chez Realty", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Chez Realty LLC", "consumer_authority_score": 87.2, "authority_band": "Elite public proof", "ai_visibility_score": 28.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "195 sales \u00b7 $130.6M", "review_count_public": 351, "average_rating_public": 5.0, "profile_url": "directory/chez-realty/index.html" }, { "name": "Meyer Lucas Team", "market": "Miami / South Florida", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 77.9, "authority_band": "Strong public proof", "ai_visibility_score": 28.3, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "122 sales \u00b7 $116.3M", "review_count_public": 273, "average_rating_public": 5.0, "profile_url": "directory/meyer-lucas-team/index.html" } ], "top_individual_agents": [ { "name": "Abraham Ash", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "Multivest Realty, INC.", "consumer_authority_score": 69.9, "authority_band": "Established public proof", "ai_visibility_score": 37.9, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "13 sales \u00b7 $37.8M", "review_count_public": 47, "average_rating_public": 5.0, "profile_url": "directory/abraham-ash/index.html" }, { "name": "Larry Mastropieri", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "The Mastropieri Group", "consumer_authority_score": 98.2, "authority_band": "Market dominant", "ai_visibility_score": 28.4, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "219 sales \u00b7 $104.5M", "review_count_public": 340, "average_rating_public": 4.9, "profile_url": "directory/larry-mastropieri/index.html" }, { "name": "Brett Colby", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "RE/MAX Direct", "consumer_authority_score": 88.6, "authority_band": "Elite public proof", "ai_visibility_score": 27.7, "ai_visibility_evidence": "32 checks / 0 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"directory/steve-gray/index.html" }, { "name": "Beverly Shanahan", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "Keller Williams Realty Consultants", "consumer_authority_score": 80.3, "authority_band": "Elite public proof", "ai_visibility_score": 27.2, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "34 sales \u00b7 $25.3M", "review_count_public": 130, "average_rating_public": 4.9, "profile_url": "directory/beverly-shanahan/index.html" }, { "name": "Allyson Sullivan", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "Lang Realty", "consumer_authority_score": 79.3, "authority_band": "Strong public proof", "ai_visibility_score": 27.2, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "31 sales \u00b7 $31.0M", "review_count_public": 128, "average_rating_public": 4.9, "profile_url": "directory/allyson-sullivan/index.html" }, { "name": "Joe Lanser", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "RE/MAX Direct", "consumer_authority_score": 74.4, "authority_band": "Strong public proof", "ai_visibility_score": 27.2, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "21 sales \u00b7 $15.1M", "review_count_public": 116, "average_rating_public": 5.0, "profile_url": "directory/joe-lanser/index.html" }, { "name": "Lynne Gewant", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "Coldwell Banker Realty", "consumer_authority_score": 70.4, "authority_band": "Strong public proof", "ai_visibility_score": 27.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "15 sales \u00b7 $18.6M", "review_count_public": 101, "average_rating_public": 5.0, "profile_url": "directory/lynne-gewant/index.html" }, { "name": "Marco Terminesi", "market": "Miami / South Florida", "entity_type": "Individual", "brokerage": "RE/MAX Properties", "consumer_authority_score": 61.0, "authority_band": "Established 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"profile_url": "directory/the-jill-smith-team/index.html" }, { "name": "The Kinne Group", "market": "Houston", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 64.6, "authority_band": "Established public proof", "ai_visibility_score": 30.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "78 sales \u00b7 $33.1M", "review_count_public": 1876, "average_rating_public": 4.99, "profile_url": "directory/the-kinne-group/index.html" }, { "name": "Energy Realty", "market": "Houston", "entity_type": "Team", "brokerage": "Energy Realty", "consumer_authority_score": 79.2, "authority_band": "Strong public proof", "ai_visibility_score": 29.5, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "163 sales \u00b7 $86.0M", "review_count_public": 681, "average_rating_public": 4.98, "profile_url": "directory/energy-realty/index.html" }, { "name": "The Adam Olsen Team", "market": "Houston", "entity_type": "Team", "brokerage": "The Adam Olsen 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"profile_url": "directory/kasia-mccormick/index.html" }, { "name": "Rachel Conkling", "market": "Houston", "entity_type": "Individual", "brokerage": "Compass", "consumer_authority_score": 87.6, "authority_band": "Elite public proof", "ai_visibility_score": 41.7, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "48 sales \u00b7 $66.8M", "review_count_public": 317, "average_rating_public": 4.99, "profile_url": "directory/rachel-conkling/index.html" }, { "name": "Cathy Blum", "market": "Houston", "entity_type": "Individual", "brokerage": "Greenwood King Properties", "consumer_authority_score": 75.1, "authority_band": "Strong public proof", "ai_visibility_score": 39.5, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "58 sales \u00b7 $78.5M", "review_count_public": 111, "average_rating_public": 4.99, "profile_url": "directory/cathy-blum/index.html" }, { "name": "Thalina Garcia", "market": "Houston", "entity_type": "Individual", "brokerage": "Nan & 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checks / 0 mentions", "sales_proof": "54 sales \u00b7 $186.1M", "review_count_public": 488, "average_rating_public": 4.97, "profile_url": "directory/mike-mahlstedt/index.html" }, { "name": "Bryan Beene", "market": "Houston", "entity_type": "Individual", "brokerage": "Martha Turner Sotheby's International Realty", "consumer_authority_score": 86.0, "authority_band": "Elite public proof", "ai_visibility_score": 28.8, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "45 sales \u00b7 $31.7M", "review_count_public": 396, "average_rating_public": 4.98, "profile_url": "directory/bryan-beene/index.html" }, { "name": "Philip Alter", "market": "Houston", "entity_type": "Individual", "brokerage": "Martha Turner Sotheby's International Realty", "consumer_authority_score": 77.4, "authority_band": "Strong public proof", "ai_visibility_score": 28.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "35 sales \u00b7 $44.1M", "review_count_public": 220, "average_rating_public": 4.99, "profile_url": "directory/philip-alter/index.html" }, { "name": "Tiffani Reynolds", "market": "Houston", "entity_type": "Individual", "brokerage": "Keller Williams", "consumer_authority_score": 52.1, "authority_band": "Source-backed candidate", "ai_visibility_score": 27.6, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "22 sales \u00b7 $8.0M", "review_count_public": 163, "average_rating_public": 5.0, "profile_url": "directory/tiffani-reynolds/index.html" }, { "name": "Dana Johnson", "market": "Houston", "entity_type": "Individual", "brokerage": "Douglas Elliman", "consumer_authority_score": 83.1, "authority_band": "Elite public proof", "ai_visibility_score": 27.5, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "55 sales \u00b7 $93.5M", "review_count_public": 151, "average_rating_public": 4.97, "profile_url": "directory/dana-johnson/index.html" } ], "highest_ai_visibility": [ { "name": "Houston Properties Team", "market": "Houston", "entity_type": "Team", "brokerage": "The Real Brokerage Inc.", "consumer_authority_score": 95.4, "authority_band": "Market dominant", "ai_visibility_score": 51.6, "ai_visibility_evidence": "32 checks / 6 mentions", "sales_proof": "245 sales \u00b7 $169.4M", "review_count_public": 1550, "average_rating_public": 5.0, "profile_url": "directory/houston-properties-team/index.html" }, { "name": "Kasia McCormick", "market": "Houston", "entity_type": "Individual", "brokerage": "Compass", "consumer_authority_score": 61.4, "authority_band": "Established public proof", "ai_visibility_score": 43.2, "ai_visibility_evidence": "32 checks / 4 mentions", "sales_proof": "31 sales \u00b7 $30.1M", "review_count_public": 141, "average_rating_public": 4.99, "profile_url": "directory/kasia-mccormick/index.html" }, { "name": "The Loken Group", "market": "Houston", "entity_type": "Team", "brokerage": "Keller Williams", "consumer_authority_score": 92.9, "authority_band": "Market dominant", "ai_visibility_score": 42.1, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "359 sales \u00b7 $164.2M", "review_count_public": 1571, "average_rating_public": 4.9, "profile_url": "directory/the-loken-group/index.html" }, { "name": "Rachel Conkling", "market": "Houston", "entity_type": "Individual", "brokerage": "Compass", "consumer_authority_score": 87.6, "authority_band": "Elite public proof", "ai_visibility_score": 41.7, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "48 sales \u00b7 $66.8M", "review_count_public": 317, "average_rating_public": 4.99, "profile_url": "directory/rachel-conkling/index.html" }, { "name": "Found Realty Group", "market": "Houston", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 67.6, "authority_band": "Established public proof", "ai_visibility_score": 41.6, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "85 sales \u00b7 $35.8M", "review_count_public": 669, "average_rating_public": 5.0, "profile_url": "directory/found-realty-group/index.html" }, { "name": "The Jill Smith Team", "market": "Houston", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 69.1, "authority_band": "Established public proof", "ai_visibility_score": 41.4, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "122 sales \u00b7 $57.6M", "review_count_public": 536, "average_rating_public": 4.91, "profile_url": "directory/the-jill-smith-team/index.html" }, { "name": "Cathy Blum", "market": "Houston", "entity_type": "Individual", "brokerage": "Greenwood King Properties", "consumer_authority_score": 75.1, "authority_band": "Strong public proof", "ai_visibility_score": 39.5, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "58 sales \u00b7 $78.5M", "review_count_public": 111, "average_rating_public": 4.99, "profile_url": "directory/cathy-blum/index.html" }, { "name": "Thalina Garcia", "market": "Houston", "entity_type": "Individual", "brokerage": "Nan & Company Properties", "consumer_authority_score": 69.4, "authority_band": "Established public proof", "ai_visibility_score": 37.8, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "157 sales \u00b7 $61.8M", "review_count_public": 32, "average_rating_public": 5.0, "profile_url": "directory/thalina-garcia/index.html" }, { "name": "Erin McKie", "market": "Houston", "entity_type": "Individual", "brokerage": "Corcoran Prestige Realty", "consumer_authority_score": 48.7, "authority_band": "Source-backed candidate", "ai_visibility_score": 31.0, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "21 sales \u00b7 $12.3M", "review_count_public": 227, "average_rating_public": 5.0, "profile_url": "directory/erin-mckie/index.html" }, { "name": "The Kinne Group", "market": "Houston", "entity_type": "Team", "brokerage": "Compass", "consumer_authority_score": 64.6, "authority_band": "Established public proof", "ai_visibility_score": 30.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "78 sales \u00b7 $33.1M", "review_count_public": 1876, "average_rating_public": 4.99, "profile_url": "directory/the-kinne-group/index.html" } ] }, { "market": "Kansas City", "slug": "kansas-city", "market_page": "markets/kansas-city", "status": "live_market", "scope_note": "Kansas City and the surrounding Missouri and Kansas residential market, with separate individual-agent and team comparisons grounded in exact-entity public production, review, and AI-visibility evidence.", "directory_rows": 50, "qualified_rows": 50, "team_rows": 25, "individual_rows": 25, "ai_scored_rows": 50, "best_overall": [ { "name": "MoJo Real Estate Team", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Kansas City North", "consumer_authority_score": 93.5, "authority_band": "Market dominant", "ai_visibility_score": 53.7, "ai_visibility_evidence": "32 checks / 9 mentions", "sales_proof": "290 sales \u00b7 $101.3M", "review_count_public": 743, "average_rating_public": 4.98, "profile_url": "directory/mojo-real-estate-team/index.html" }, { "name": "Dani Beyer Real Estate", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Kansas City North", "consumer_authority_score": 82.8, "authority_band": "Elite public proof", "ai_visibility_score": 53.1, "ai_visibility_evidence": "32 checks / 8 mentions", "sales_proof": "220 sales \u00b7 $80.1M", "review_count_public": 303, "average_rating_public": 5.0, "profile_url": "directory/dani-beyer-real-estate/index.html" }, { "name": "Malfer & Associates", "market": "Kansas City", "entity_type": "Team", "brokerage": "Compass (Leawood KS)", "consumer_authority_score": 73.2, "authority_band": "Strong public proof", "ai_visibility_score": 49.8, "ai_visibility_evidence": "32 checks / 9 mentions", "sales_proof": "$177.2M", "review_count_public": 100, "average_rating_public": 5.0, "profile_url": "directory/malfer-associates/index.html" }, { "name": "Koehler Bortnick Team", "market": "Kansas City", "entity_type": "Team", "brokerage": "ReeceNichols Real Estate", "consumer_authority_score": 93.6, "authority_band": "Market dominant", "ai_visibility_score": 46.8, "ai_visibility_evidence": "32 checks / 5 mentions", "sales_proof": "905 sales \u00b7 $552.1M", "review_count_public": 406, "average_rating_public": 5.0, "profile_url": "directory/koehler-bortnick-team/index.html" }, { "name": "The Rob Ellerman Team", "market": "Kansas City", "entity_type": "Team", "brokerage": "ReeceNichols", "consumer_authority_score": 88.4, "authority_band": "Elite public proof", "ai_visibility_score": 44.2, "ai_visibility_evidence": "32 checks / 4 mentions", "sales_proof": "2,463 sales \u00b7 $1.02B", "review_count_public": 230, "average_rating_public": 5.0, "profile_url": "directory/the-rob-ellerman-team/index.html" }, { "name": "KC Homes 365", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Realty Partners", "consumer_authority_score": 61.6, "authority_band": "Established public proof", "ai_visibility_score": 39.3, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "71 sales \u00b7 $31.2M", "review_count_public": 189, "average_rating_public": 5.0, "profile_url": "directory/kc-homes-365/index.html" }, { "name": "Moore Homes", "market": "Kansas City", "entity_type": "Team", "brokerage": "Compass Realty Group", "consumer_authority_score": 53.9, "authority_band": "Source-backed candidate", "ai_visibility_score": 39.3, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "102 sales \u00b7 $40.6M", "review_count_public": 49, "average_rating_public": 5.0, "profile_url": "directory/moore-homes/index.html" }, { "name": "Christopher Kelly", "market": "Kansas City", "entity_type": "Individual", "brokerage": "Platinum Realty", "consumer_authority_score": 76.8, "authority_band": "Strong public proof", "ai_visibility_score": 38.1, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "62 sales \u00b7 $16.1M", "review_count_public": 51, "average_rating_public": 5.0, "profile_url": "directory/christopher-kelly/index.html" }, { "name": "The Spradling Group", "market": "Kansas City", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 93.9, "authority_band": "Market dominant", "ai_visibility_score": 29.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "389 sales \u00b7 $133.3M", "review_count_public": 484, "average_rating_public": 5.0, "profile_url": "directory/the-spradling-group/index.html" }, { "name": "The Butler Group", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Realty Partners, Inc", "consumer_authority_score": 72.8, "authority_band": "Strong public proof", "ai_visibility_score": 29.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "75 sales \u00b7 $24.3M", "review_count_public": 478, "average_rating_public": 5.0, "profile_url": "directory/the-butler-group/index.html" } ], "top_teams": [ { "name": "MoJo Real Estate Team", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Kansas City North", "consumer_authority_score": 93.5, "authority_band": "Market dominant", "ai_visibility_score": 53.7, "ai_visibility_evidence": "32 checks / 9 mentions", "sales_proof": "290 sales \u00b7 $101.3M", "review_count_public": 743, "average_rating_public": 4.98, "profile_url": "directory/mojo-real-estate-team/index.html" }, { "name": "Dani Beyer Real Estate", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Kansas City North", "consumer_authority_score": 82.8, "authority_band": "Elite public proof", "ai_visibility_score": 53.1, "ai_visibility_evidence": "32 checks / 8 mentions", "sales_proof": "220 sales \u00b7 $80.1M", "review_count_public": 303, "average_rating_public": 5.0, "profile_url": "directory/dani-beyer-real-estate/index.html" }, { "name": "Malfer & Associates", "market": "Kansas City", "entity_type": "Team", "brokerage": "Compass (Leawood KS)", "consumer_authority_score": 73.2, "authority_band": "Strong public proof", "ai_visibility_score": 49.8, "ai_visibility_evidence": "32 checks / 9 mentions", "sales_proof": "$177.2M", "review_count_public": 100, "average_rating_public": 5.0, "profile_url": "directory/malfer-associates/index.html" }, { "name": "Koehler Bortnick Team", "market": "Kansas City", "entity_type": "Team", "brokerage": "ReeceNichols Real Estate", "consumer_authority_score": 93.6, "authority_band": "Market dominant", "ai_visibility_score": 46.8, "ai_visibility_evidence": "32 checks / 5 mentions", "sales_proof": "905 sales \u00b7 $552.1M", "review_count_public": 406, "average_rating_public": 5.0, "profile_url": "directory/koehler-bortnick-team/index.html" }, { "name": "The Rob Ellerman Team", "market": "Kansas City", "entity_type": "Team", "brokerage": "ReeceNichols", "consumer_authority_score": 88.4, "authority_band": "Elite public proof", "ai_visibility_score": 44.2, "ai_visibility_evidence": "32 checks / 4 mentions", "sales_proof": "2,463 sales \u00b7 $1.02B", "review_count_public": 230, "average_rating_public": 5.0, "profile_url": "directory/the-rob-ellerman-team/index.html" }, { "name": "KC Homes 365", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Realty Partners", "consumer_authority_score": 61.6, "authority_band": "Established public proof", "ai_visibility_score": 39.3, "ai_visibility_evidence": "32 checks / 1 mentions", "sales_proof": "71 sales \u00b7 $31.2M", "review_count_public": 189, "average_rating_public": 5.0, "profile_url": "directory/kc-homes-365/index.html" }, { "name": "Moore Homes", "market": "Kansas City", "entity_type": "Team", "brokerage": "Compass Realty Group", "consumer_authority_score": 53.9, "authority_band": "Source-backed candidate", "ai_visibility_score": 39.3, "ai_visibility_evidence": "32 checks / 2 mentions", "sales_proof": "102 sales \u00b7 $40.6M", "review_count_public": 49, "average_rating_public": 5.0, "profile_url": "directory/moore-homes/index.html" }, { "name": "The Spradling Group", "market": "Kansas City", "entity_type": "Team", "brokerage": "eXp Realty", "consumer_authority_score": 93.9, "authority_band": "Market dominant", "ai_visibility_score": 29.1, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "389 sales \u00b7 $133.3M", "review_count_public": 484, "average_rating_public": 5.0, "profile_url": "directory/the-spradling-group/index.html" }, { "name": "The Butler Group", "market": "Kansas City", "entity_type": "Team", "brokerage": "Keller Williams Realty Partners, Inc", "consumer_authority_score": 72.8, "authority_band": "Strong public proof", "ai_visibility_score": 29.0, "ai_visibility_evidence": "32 checks / 0 mentions", "sales_proof": "75 sales \u00b7 $24.3M", "review_count_public": 478, 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