18 companies named when we asked ChatGPT three property questions twice. National brands held the lists.

    Before the open house, they asked AI where to start.

    Best brokerage for first-time buyers, best property management, best online lender: engines answer with names, national brands dominate, and the lists were stable in our sampling. Breaking in takes measurement and the right citations, not luck.

    The questions we testedbest real estate brokerage for first-time buyersbest property management company in Floridabest online mortgage lender

    What we measured

    The portals took the listings. Now the engines are taking the introductions, and they mostly introduce the biggest names.

    18

    companies named across six answers to three property questions

    67%

    overlap between identical runs; stable lists, dominated by national brands

    0 of 3

    questions changed their top recommendation between identical runs

    Measured 12 August 2026: three buyer questions, asked twice each on ChatGPT (gpt-5-mini). Small sample, real answers. Run your own brand through the free check for yours.

    Measure, decide, act

    Every day, one ranked next move.

    Honeyb scans the engines daily, weighs everything it measured about your brand, and hands you the action that would move your visibility most, with the evidence attached. When the action is content, the content engine can draft and publish it. Your team approves; the work happens.

    today's recommendation
    {
    "rank": 1,
    "action": "target_regional_prompts",
    "reason":
    National prompts are locked by household names, but
    state and metro prompts churn; your Florida presence
    is cited from one directory with a thin profile.
    "evidence":
    "prompt": "best property management in florida"
    "driving_sources": ["yelp.com", "bbb.org"]
    }
    Painting of an ordinary suburban family home with a driveway on a sunny day
    Customer story
    “I was spending thousands on Google ads, same as my competitors. Then I started optimising for AI search. One ChatGPT recommendation alone brought us $75K in profit. The ROI doesn’t compare.”
    SW

    Scott Westfall

    CGP Real Estate

    Also trusted by leading European financial institutions

    Meet Honeyb

    It doesn’t just watch.
    It does the work.

    Honeyb drafts the neighbourhood guides and buyer-question answers your prospects actually ask for, generates your llms.txt, checks how machines read your listings site, and points outreach at the local sources that decide which brokerage AI names.

    Honeyb, the mascot bee

    Content Library

    A month of posts, on autopilot

    llms.txt

    Audited and kept right

    AI Readability

    Bot access, structure, metadata

    Comparison pages

    Suggested where models cite them

    Opportunities

    The sources shaping answers, ranked

    Per-bot access

    GPTBot and ClaudeBot checks

    Brand Profile

    What models get right, and wrong

    Weekly moves

    Recommendations, ranked by impact

    Publishes to your CMS

    ShopifyWordPressWebflowWixSquarespaceCustom

    Learns from your data

    Google AnalyticsSearch Console

    For brokerage and proptech marketing leaders

    What this looks like in your world.

    National is locked, local is open

    Household names own the national answers, but state and metro questions still churn. That is where a regional brand wins first.

    Trust queries decide commissions

    'Best brokerage for first-time buyers' is a commission-sized question answered in one paragraph. Being the named answer compounds.

    Your agents ask too

    Recruiting runs through the same engines: 'best brokerage to work for' gets answered the same way. One measurement covers both funnels.

    Season and rate cycles move the questions

    The prompt set shifts with the market. Daily tracking catches when a new question starts converting.

    FAQ

    Frequently asked questions.

    Free to start

    Get recommended by AI search models.

    Run a free AI search visibility check, then let the Honeyb agent do the work that gets you into the answers.

    ChatGPTClaudeGeminiPerplexity