Sample report — fictional business, illustrative data. Hearthline Roofing and its competitors are made-up names. Your real audit uses your business, your city, and live AI answers.

Sample audit report

AI Visibility Audit

Prepared for
Hearthline Roofing fictional
Service area
Frisco, TX
Report date
October 2026 (illustrative)
Sample
25 buyer questions, each run 3 times across 5 AI platforms
AI Visibility Score

41/100

AI tools know Hearthline Roofing exists, but they rarely recommend it. When homeowners ask for a roofer in Frisco, two competitors get named far more often.

Single biggest gap: Your website doesn't answer price or timing questions, so AI tools quote competitors' pages instead of yours.

  1. 28AI Mention Footprint
  2. 62Review Authority
  3. 47Local Presence
  4. 39Website Answerability
  5. 31Competitive Position
Track 1

AI Mention Footprint

28/100

Named in about 1 of every 5 answers, and almost never with a link to your site.

Mentioned = share of sampled answers that named the business. Linked = share that named it with a link to its website.

Google AI Overviews

24% mentioned4% linked
“For storm-damage repair in Frisco, homeowners often mention Cinder & Beam Roofing and Gable & Grain Roofing.”

ChatGPT

31% mentioned0% linked
“Hearthline Roofing has strong recent reviews and offers free written estimates.”

Gemini

18% mentioned3% linked
“Popular options include Cinder & Beam Roofing, known for quick inspections.”

Perplexity

22% mentioned9% linked
“Gable & Grain Roofing focuses on full replacements; Hearthline Roofing is another local option.”

Copilot

12% mentioned0% linked
“Top-rated roofers near Frisco include Cinder & Beam Roofing and Gable & Grain Roofing.”

Question by question

6 of the 25 questions shown. Named = the business appeared in at least 2 of 3 runs.

Whether Hearthline Roofing was named, by question and platform
QuestionAI OverviewsChatGPTGeminiPerplexityCopilot
“Who's the best roofer in Frisco?”Not namedNamedNot namedNamedNot named
“Emergency roof repair near me”Not namedNot namedNot namedNot namedNot named
“How much does a roof replacement cost in Frisco?”Not namedNot namedNot namedNot namedNot named
“Most trusted roofing company in Frisco”NamedNamedNot namedNamedNot named
“Roofer for hail damage insurance claims near Frisco”Not namedNot namedNamedNot namedNot named
“Hearthline Roofing reviews”NamedNamedNamedNamedNamed

Where the AI's sources came from

The sites AI platforms leaned on most when answering these questions. Most were third-party sites, not the business's own website.

  1. Google Business Profile listings
  2. Yelp
  3. Better Business Bureau
  4. Nextdoor recommendations
  5. Angi
  6. Competitor websites (service and pricing pages)
Track 2

Review Authority

62/100

A solid rating, but new reviews have slowed. Competitors are adding them twice as fast.

AI platforms treat review volume, recency, and rating as trust signals. The target: a steady stream of genuine reviews working toward a 4.8+ average. Never fake reviews.

Review signals compared with the leading competitor
SignalHearthline RoofingTop competitor
Google rating4.6 ★4.8 ★ (leader)
Total Google reviews112241 (leader)
New reviews, last 90 days921 (leader)
Replies to reviews35%90% (leader)
Track 3

Local Presence

47/100

Your Google profile is half-finished, and two directories list an old phone number.

Your Google profile is missing services, a service-area list, and recent photos. Two directories still show an old phone number, which makes AI tools less sure the listings are the same business.

  • Google Business Profile completeness58
  • Name / address / phone consistency41
  • Directory coverage (directories AI tools cite)44
Track 4

Website Answerability

39/100

Your site describes services but never answers "how much" or "how long" — the questions buyers actually ask.

No page states a price range, a typical timeline, or what happens after a storm. AI tools fill those gaps with competitors' pages. Your blog was last updated 14 months ago.

Not scored: schema markup and llms.txt files. Fine to have, but on their own they don't move AI visibility, so they earn no points — and we never sell them as a fix.

  • Straight answers (prices, timelines, FAQs)34
  • Can AI crawlers read your site?61
  • Freshness (recent updates)28
Track 5

Competitive Position

31/100

You get 14% of AI mentions. The leader gets 38%.

Of all the times any of these four roofers were named across the sampled answers:

  • Hearthline Roofing (you)14%
  • Cinder & Beam Roofing38%
  • Gable & Grain Roofing31%
  • A third local roofer17%

Overview plan of action

What we'd fix, in order

Ordered by what matters most for AI answers, earliest first. Each step shows where things stand today and which track it moves.

  1. 1

    Make sure AI crawlers can read your site

    In placeTrack 4

    No blocked pages, a clean sitemap, and fast load times. Yours is mostly fine — two small fixes.

  2. 2

    Finish your Google Business Profile

    Partly doneTrack 3

    Add every service, your service-area towns, hours, and recent job photos. This is the most-read local source in AI answers.

  3. 3

    Restart steady, real reviews toward 4.8+

    Partly doneTrack 2

    A simple ask after every job, and a reply to every review. Never fake reviews.

  4. 4

    Fix the old phone number everywhere

    Not startedTrack 3

    Name, address, and phone identical on every directory and on your own site.

  5. 5

    Get listed where AI tools look

    Not startedTrack 3

    Accurate listings on the directories AI platforms actually cite — not just the famous ones.

  6. 6

    Answer buyer questions on your site

    Not startedTrack 4

    Pages with real price ranges, timelines, and storm-damage FAQs, in plain words.

  7. 7

    Keep it fresh every month

    Not startedTrack 4

    New answer-style content, review replies, and listing checks so the signals don't fade.

How to read this report. In a real audit, these scores are measured on the report date across 5 AI platforms. AI answers vary between runs and change as models update — treat the scores as a directional baseline for tracking progress, not a final grade. No provider can promise specific mentions, citations, or rankings in AI-generated answers. Everything on this page is illustrative: the business, the competitors, and the numbers are made up.

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