Comparison

Reviews, Rankings, and AI Visibility Are Not the Same

Reviews, production rankings, and AI visibility each answer a different question. A consumer should understand all three before hiring representation.

By Real Estate Agent AI Index Research DeskUpdated July 25, 2026Evidence edition June 23, 2026

Reviews measure public service signal

Reviews can show volume and themes, but they must be handled carefully. This site avoids copying review text and treats review counts as one trust signal rather than a standalone proof of quality.

Rankings measure production signal

Sales-volume or transaction rankings can show meaningful market activity, but production alone does not tell you whether the agent is the right fit for your property, price band, or personal goals.

AI visibility measures explainability

AI visibility asks whether the public record connects reviews, production, authority, specialty, and geography in a way that consumers and AI systems can understand.

Current Market Coverage

Start with the live market page and its AI Visibility rankings.

Market pages separate proof-gated teams and individual agents, rank each category by AI Visibility, and preserve production proof, review footprint, Consumer Authority, and source links for comparison.

East Coast

New York Metro

Manhattan-first luxury and high-production public footprint, with select broader New York luxury corridor candidates flagged when appropriate.

118 source-backed directory rows

Market data JSON

West Coast

Los Angeles

Los Angeles County and westside luxury markets where AI visibility, media authority, and high-value representation intersect.

88 source-backed directory rows

Market data JSON

Midwest

Chicago

Chicago city and close-in luxury/high-production residential markets.

125 source-backed directory rows

Market data JSON

Texas

Dallas-Fort Worth

Dallas, Fort Worth, and high-production North Texas residential markets where public production proof, review footprint, and AI visibility help consumers compare teams and individual agents.

61 source-backed directory rows

Market data JSON

Florida

Orlando

Orlando and the surrounding Central Florida residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Georgia

Atlanta

Atlanta and the surrounding metro residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

California

San Francisco Bay Area

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.

50 source-backed directory rows

Market data JSON

Pennsylvania

Philadelphia

Philadelphia and the surrounding Main Line, Bucks, Chester, Delaware, and Montgomery County residential markets, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

District of Columbia, Virginia, and Maryland

Washington DC / Northern Virginia

Washington, DC, Northern Virginia, and the close-in Maryland suburbs, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

51 source-backed directory rows

Market data JSON

Washington

Seattle

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.

50 source-backed directory rows

Market data JSON

Minnesota

Minneapolis-St. Paul

Minneapolis, Saint Paul, and the surrounding Twin Cities residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Colorado

Denver

Denver and the surrounding Front Range residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Massachusetts

Boston

Boston and the surrounding Greater Boston residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Tennessee

Nashville

Nashville, Franklin, Brentwood, Spring Hill, Murfreesboro, and the surrounding Middle Tennessee residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

California

San Diego

San Diego and the surrounding coastal, central, North County, and inland residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Florida

Miami / South Florida

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. Category lists include only candidates that cleared the current trust gates.

50 source-backed directory rows

Market data JSON

Nevada

Las Vegas

Las Vegas, Henderson, Summerlin, and the surrounding Southern Nevada residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Missouri and Illinois

St. Louis

St. Louis City, St. Louis County, St. Charles County, and the surrounding metro residential market, with separate individual-agent and team comparisons grounded in public production, review, and AI-visibility evidence.

50 source-backed directory rows

Market data JSON

Texas

Houston

Houston and the surrounding Greater Houston residential market, with separate individual-agent and team comparisons grounded in exact-entity public production, review, and AI-visibility evidence.

54 source-backed directory rows

Market data JSON

Missouri and Kansas

Kansas City

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.

50 source-backed directory rows

Market data JSON

Use This In Practice

Turn the research into better interview questions.

Before hiring representation, compare the score, verified public proof, source list, and local fit. Then ask each candidate to connect their claims to recent local proof.