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    Report · 5/5/2026 · Free preview

    Acme Plumbing — Sample

    Plumber · Austin · acme-plumbing.example

    37AI Visibility

    The verdict

    AI prefers Radiant Plumbing when customers ask.

    You appeared in 3/10 prompts. AI is sending most of these customers to your competitors.

    Industry benchmark

    You're one of the first Plumber audits we've run

    We need a handful more audits in this category before we can show a fair peer comparison.

    Grade
    C
    Mention rate
    30%
    Industry median: not yet available
    Sentiment
    —
    Not yet measured
    Prompt coverage
    3/10
    Queries you appeared in
    Competitor rank
    #3
    of 5 tracked
    Hallucinations
    0
    No mismatches detected

    Score trend

    —/100today's score
    today
    re-audit

    Re-audits are free every 14 days. Your next free run is available May 19, 2026 — your trajectory will appear here once it completes.

    How we measure

    Real prompts across the major AI engines, plus direct site checks.

    Every audit runs your business through two real data sources: (1) live AI engines — Perplexity Sonar on the free preview, and Perplexity + ChatGPT + Gemini on paid reports — using a battery of buyer-intent prompts tuned to your detected sub-category and city; and (2) direct fetches of your robots.txt, homepage JSON-LD, and sitemap.xml. We don't query Google AI Overviews directly today (that requires SerpAPI scraping, which is on our roadmap). Competitors named in the answers are then independently verified to be real, in-category, and within ~25km of your city. Unverified names are dropped.

    Accuracy note: AI answers shift daily as models and indexes update. Scores reflect what the engines were returning at the moment of audit — which is exactly why Monitor exists, to track movement over time.

    Projected impact

    Fix the 4 issues we found and your score could climb to 73.

    Unlock the Fix-It Roadmap to see exactly which steps to take, in what order, and how much each one moves the needle.

    01 / Share of voice

    Who AI recommends in your category

    Local competitors AI named when asked about "Plumber" in Austin.

    How these competitors were chosen

    Detected category: Plumber (detected from your homepage, high confidence)

    Sourcing: Names extracted from AI answers, then independently verified for category match and proximity (<25km).

    3 candidates returned by AI were dropped because we couldn't independently verify they're real, in-category, and within ~25km.

    Radiant Plumbing Verified local70%
    Daniel's Plumbing & Air Verified local50%
    Acme Plumbing(you)30%

    AI recommended Radiant Plumbing in 70% of queries. You appeared in 30%. Closing this gap is the fastest path to higher AI traffic.

    02 / Prompt gaps

    What Perplexity says when customers ask

    Free preview runs against Perplexity Sonar only. Paid plans expand the sweep to Perplexity + ChatGPT + Gemini for a fuller picture of where you appear (and where you don't).

    Competitor radar

    Where your customers are going instead

    AI didn't name Acme Plumbing — Sample in 7 of 10 buyer-intent prompts. Here's who it recommended to those buyers instead — ranked by how often each name showed up in the prompts where you were missing.

    1. 01
      Radiant Plumbing5 of 7 missed prompts
      71%
    2. 02
      Daniel's Plumbing3 of 7 missed prompts
      43%
    3. 03
      ABC Home1 of 7 missed prompts
      14%
    4. 04
      Daniel's1 of 7 missed prompts
      14%
    5. 05
      Radiant1 of 7 missed prompts
      14%

    When buyers ask AI for a recommendation in your category and you're not named, Radiant Plumbing is the answer 71% of the time. Closing this gap is the single highest-leverage move in this report.

    03 / Co-citation intelligence

    Sources cited as grounding for your category

    These are the domains Perplexity Sonar returned as grounded web sources during your prompt sweep. (ChatGPT and Gemini answer from training data and don't expose source URLs the same way, so this list reflects Perplexity's grounding only.) Aim to be mentioned on the top sources within 30 days — they're the pages every AI engine learns from.

    yelp.com
    Acme Plumbing — Yelp
    bbb.org
    Acme Plumbing — BBB Profile

    04 / Crawlability

    Can AI even read your site?

    Robots.txt directives and structured data signals.

    robots.txt
    GPTBot is disallowed — AI engines can't crawl your site.
    Homepage JSON-LD
    Found Organization schema but missing LocalBusiness fields (address, hours, geo).
    sitemap.xml
    Sitemap returns 200 with 47 URLs.

    05 / Fix-It Roadmap

    Exactly what to fix, and how to fix it

    Each item is scored by impact. Start with the pinned top fix, then work down the list.

    Do this first

    Allow AI crawlers in robots.txt

    GPTBot, ClaudeBot and PerplexityBot are currently blocked. AI engines can't index your pages — which is why competitors with open robots.txt are being cited instead.

    high impactSmall effort+12 pts est.Evidence: robots.txt explicitly disallowed GPTBot

    See all 4 prioritized fixes

    Unlock the full roadmap — including the why, the how, and the projected score lift for each step.

    4 fixes · +31 projected score lift

    From $19 · One-time or monthly

    Next step

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