{
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  "scope_note": "Tampa, St. Petersburg, Clearwater, Palm Harbor, Brandon, Riverview, Wesley Chapel, Lutz, Safety Harbor, and Dunedin. Separate individual and team comparisons use the same production, review, identity, and AI-measurement framework as every published REAI market.",
  "updated": "June 23, 2026",
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        "profile_url": "directory/devan-weisser/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      },
      {
        "rank": 20,
        "name": "Julie Kelsey",
        "market": "Tampa Bay",
        "entity_type": "Individual",
        "brokerage": "Coldwell Banker Realty",
        "consumer_authority_score": 64.5,
        "authority_band": "Established public proof",
        "ai_visibility_score": 26.0,
        "ai_visibility_evidence": "32 checks / 0 mentions",
        "sales_volume_public": 21260000.0,
        "sales_transactions_public": 35,
        "review_count_public": 47,
        "average_rating_public": 5.0,
        "profile_url": "directory/julie-kelsey/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      },
      {
        "rank": 21,
        "name": "Michelle Fitz-Randolph",
        "market": "Tampa Bay",
        "entity_type": "Individual",
        "brokerage": "Coldwell Banker Realty",
        "consumer_authority_score": 66.4,
        "authority_band": "Established public proof",
        "ai_visibility_score": 25.8,
        "ai_visibility_evidence": "32 checks / 0 mentions",
        "sales_volume_public": 40090000.0,
        "sales_transactions_public": 22,
        "review_count_public": 40,
        "average_rating_public": 5.0,
        "profile_url": "directory/michelle-fitz-randolph/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      },
      {
        "rank": 22,
        "name": "Janice Rodriguez",
        "market": "Tampa Bay",
        "entity_type": "Individual",
        "brokerage": "LPT Realty",
        "consumer_authority_score": 46.0,
        "authority_band": "Source-backed candidate",
        "ai_visibility_score": 25.7,
        "ai_visibility_evidence": "32 checks / 0 mentions",
        "sales_volume_public": 14960000.0,
        "sales_transactions_public": 21,
        "review_count_public": 36,
        "average_rating_public": 5.0,
        "profile_url": "directory/janice-rodriguez/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      },
      {
        "rank": 23,
        "name": "Rhea Shoop",
        "market": "Tampa Bay",
        "entity_type": "Individual",
        "brokerage": "Compass",
        "consumer_authority_score": 39.9,
        "authority_band": "Production proof captured",
        "ai_visibility_score": 25.6,
        "ai_visibility_evidence": "32 checks / 0 mentions",
        "sales_volume_public": 12010000.0,
        "sales_transactions_public": 17,
        "review_count_public": 32,
        "average_rating_public": 5.0,
        "profile_url": "directory/rhea-shoop/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      },
      {
        "rank": 24,
        "name": "John Pestalozzi Jr.",
        "market": "Tampa Bay",
        "entity_type": "Individual",
        "brokerage": "Westward Real Estate",
        "consumer_authority_score": 38.7,
        "authority_band": "Production proof captured",
        "ai_visibility_score": 25.4,
        "ai_visibility_evidence": "32 checks / 0 mentions",
        "sales_volume_public": 13880000.0,
        "sales_transactions_public": 17,
        "review_count_public": 28,
        "average_rating_public": 5.0,
        "profile_url": "directory/john-pestalozzi-jr/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      },
      {
        "rank": 25,
        "name": "Cody Calvo",
        "market": "Tampa Bay",
        "entity_type": "Individual",
        "brokerage": "CENTURY 21 LIST with BEGGINS",
        "consumer_authority_score": 53.8,
        "authority_band": "Source-backed candidate",
        "ai_visibility_score": 25.2,
        "ai_visibility_evidence": "32 checks / 0 mentions",
        "sales_volume_public": 21930000.0,
        "sales_transactions_public": 11,
        "review_count_public": 25,
        "average_rating_public": 4.9,
        "profile_url": "directory/cody-calvo/index.html",
        "recommendation_tier": "ranked_shortlist",
        "trust_gate": "pass"
      }
    ]
  },
  "ranking_lenses": [
    {
      "layer": "Highest AI Visibility",
      "consumer_question": "Among qualified agents and teams, who is easiest for AI-assisted search to find, connect, cite, and explain?",
      "primary_sort": "ai_visibility_score",
      "eligibility": "Current production proof, the public review minimum, exact entity identity, source quality, and a completed AI Visibility score.",
      "public_use": "The default public rank order for separate team and individual lists."
    },
    {
      "layer": "Consumer Authority",
      "consumer_question": "Which qualified candidates have the strongest supporting public-authority context?",
      "primary_sort": "consumer_authority_score",
      "eligibility": "Available for qualified public rows as supporting comparison context.",
      "public_use": "A supporting lens for deeper comparison; it does not replace the AI Visibility rank order."
    },
    {
      "layer": "Highest Production",
      "consumer_question": "Who has the strongest public production footprint?",
      "primary_sort": "production_metric_value",
      "eligibility": "Durable production proof from RealTrends, brokerage, credible press, or equivalent source.",
      "public_use": "Useful for sellers and high-stakes buyers who want market activity proof before checking fit."
    },
    {
      "layer": "Most Reviewed",
      "consumer_question": "Who has the strongest public service and reputation footprint?",
      "primary_sort": "review_count",
      "eligibility": "Public review-count proof from a consumer-facing source without copying restricted review text.",
      "public_use": "Useful for consumers who want service-volume signal, not a standalone quality claim."
    }
  ],
  "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.",
  "recognition_context": {
    "market": "Tampa Bay",
    "slug": "tampa-bay",
    "context_count": 4210,
    "geography": "Tampa-St. Petersburg-Clearwater, FL",
    "reference_period": "May 2025",
    "source_url": "https://data.bls.gov/oes/#/area/0045300/2025",
    "status": "current_published_estimate",
    "published_team_positions": 19,
    "published_individual_positions": 25,
    "source_backed_candidate_pool": 44,
    "interpretation": "Market-scale context only; not the REAI ranking denominator or a claim that every professional was evaluated."
  }
}