The Example Business
Austin
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Tabyian — visibility in AI answersA MAAWA COMPANY
Prepared for
The Example Business
Business
dental clinic
Location
Austin
Website
example-business.com
Audited
2026-08-19
The Tabyian Report — your visibility index in AI answers Tested: 2026-08-19
We asked the assistants on your behalf 72 real questions × ChatGPT, Gemini and Perplexity × 3 rounds = 648 recorded answers
Your visibility score, out of 10
7
8 Achievable after fixes ↑
Your previous score
—
The comparison appears in the 90-day re-check

An audit run on 2026-08-19 on the site of The Example Business returned a score of 7 out of 10, with 8 as the achievable score based on what we measured. The technical side is sound: all nine AI crawlers are allowed by robots.txt and reach the site, structured data is present, and the home page serves 11512 characters of readable text and 4 of 4 key facts. The single recoverable point concerns third-party sources: the business was not found on any of the 4 cited sources that were checked. The name also appeared in 3% of answers against 10% for Competitor C.

First step The business was not found on aspendental.com, my.clevelandclinic.org, northaustindentist.com, deltadental.com, which the engines cited in this audit.

In short

  1. Your business was named in 18 of the 648 answers we recorded.
  2. Named most often in those same answers: Competitor C, in 10% of them.
  3. The report sets out 1 steps in priority order, taking the score from 7 to 8 out of 10 on the same published formula.

Start here

Section 1 of 5

What the assistants say

How often each business appears in the recorded answers, per engine.

Business ChatGPTGeminiPerplexity
Your business 0%3%5%
Competitor C 11%14%7%
Competitor J 5%16%4%
Competitor A 5%5%11%
Competitor K 1%13%2%
Your business You
ChatGPT0%
Gemini3%
Perplexity5%
Competitor C
ChatGPT11%
Gemini14%
Perplexity7%
Competitor J
ChatGPT5%
Gemini16%
Perplexity4%
Competitor A
ChatGPT5%
Gemini5%
Perplexity11%
Competitor K
ChatGPT1%
Gemini13%
Perplexity2%
These are the businesses the engines named in the same answers we asked about you: Competitor A, Competitor B, Competitor C, Competitor D, Competitor E, Competitor F, Competitor G, Competitor H, Competitor I, Competitor J, Competitor K, Competitor L. We read them out of the recorded answers, and their rates are counted exactly as yours is.
Exactly where you disappear
Your rate against the competitor, split by what was asked. Weakest first. The figure beside each type is how many of that type of answer named you.
I have a problem 0/108
You 0%
Competitor C 19%
what it costs 0/72
You 0%
Competitor C 3%
comparing two options 0/63
You 0%
Competitor C 6%
nearest 1/63
You 2%
Competitor C 10%
hours and booking 2/90
You 2%
Competitor C 6%
recommend me one 2/72
You 3%
Competitor C 19%
I need it now 2/54
You 4%
Competitor C 2%
cheapest 3/54
You 6%
Competitor C 6%
who is best 8/72
You 11%
Competitor C 18%
Your weakest question type: "I have a problem" — you appeared in 0% of its answers.
Gemini gemini-3.5-flash · 2026-08-19
Because "best" is subjective and often depends on what you are looking for (e.g., cosmetic dentistry, family dental, sedation dentistry, or holistic practices), there isn't one single "best" dentist in Austin. — Competitor C
Query p001 · Round 1
Gemini gemini-3.5-flash · 2026-08-19
Because "best" is subjective and often depends on what you are looking for (e.g., cosmetic dentistry, general care, pediatric, or anxiety-free sedation), there isn't just one single best dentist in Austin. However, based on consistent patient reviews, advanced technology, cosmetic expertise, and comfort, here are the top-rated dentists in Austin, broken down by specialty and location. --- 1. — Competitor B
Query p001 · Round 2
ChatGPT gpt-4o · 2026-08-19
Finding the best dentist in Austin can depend on personal preferences, specific dental needs, and experiences. However, several dentists and dental practices are well-regarded in the community. Here are a few to consider: 1. Competitor D - Known for comprehensive care and a patient-centered approach. 2. — Competitor A
Query p001 · Round 1
ChatGPT gpt-4o · 2026-08-19
Finding the best dentist in Austin can depend on your specific needs, such as general dentistry, pediatric care, cosmetic procedures, or orthodontics. However, here are a few well-regarded dental practices and dentists in Austin: 1. AnnMarie Olson, DDS, PA - Known for comprehensive dental care and cosmetic dentistry. 2. — Competitor C
Query p001 · Round 2
Section 2 of 5

Where the assistants get their information

The sources the answers cited, and whether you appear on them.

SourceCited inYou
reddit.com 110 —
yelp.com 48 —
aspendental.com 41 ✗
my.clevelandclinic.org 36 ✗
zocdoc.com 35 —
northaustindentist.com 34 ✗

The assistants build their answers from these sources. Being absent from them means being absent from the answer.

Section 3 of 5

Your plan

Ordered by impact, with the points each step recovers.

Your score if you do the plan
Each fix and what it adds, on the same scoring formula.
now 7
+1 appear on the cited sources 8
P2 +1 point(s)
The business was not found on aspendental.com, my.clevelandclinic.org, northaustindentist.com, deltadental.com, which the engines cited in this audit.
Why: We checked the text of those four pages and the clinic's name did not appear in them; getting it listed puts the name in the text of pages the engines cited, and this is the one point recoverable in the score.
Done by: you Effort: days
P3
Named in 3% of answers against 10% for Competitor C — 26% of the leader's rate.
Why: This figure is a count of how often the name appeared across the 648 answers collected in this audit; no points are directly recoverable from it, and it is measured again in a later audit.
Done by: you Effort: days
These fixes raise the score on the same published formula, because the score is computed from what is on the site. Actually being named more often in AI answers usually takes 4–12 weeks and depends on your market — which is exactly what the 90-day re-check measures.
Section 4 of 5

Score breakdown

A published formula: same site, same score.

How often you are named in AI answers 1/3
Named in 3% of answers against 10% for Competitor C — 26% of the leader's rate.
AI crawler access to your site 2/2
All nine AI crawlers are allowed by robots.txt and reach the site.
Machine readability (schema + text) 2/2
Structured data present (AboutPage, Article, ContactPage, Dentist, FAQPage, ImageObject, Organization, Person, Place, WebPage, WebSite). The home page serves 11512 characters of readable text and 4 of 4 key facts.
Content that answers buyer questions 2/2
An FAQ page or FAQPage schema exists. A services or pricing page exists.
Presence on the sources AI cites 0/1
Not found on any of the 4 cited sources that were checked.
Section 5 of 5

Exactly what we asked

A sample of the 72 questions put to all three engines, phrased the way a real buyer types.

01 best dentist in austin
02 root canal price with crown austin
03 affordable dental implants austin payment plans
04 can someone recommend a dentist in austin
05 bad taste in mouth and swelling near a back tooth
06 spanish speaking dentist austin tx
Every question was asked of ChatGPT, Gemini and Perplexity, several rounds each — the full list is in the technical section.
Technical section

For your developer

The following is ready to apply: files, lines and snippets to copy. Send it as it is.

robots.txt — as it is today

User-agent: *
Disallow: /wp-admin/
Allow: /wp-admin/admin-ajax.php

Sitemap: https://example-business.com/sitemap_index.xml

Status per bot

BotStatus
GPTBot✓
OAI-SearchBot✓
ChatGPT-User✓
Google-Extended✓
ClaudeBot✓
Claude-User✓
PerplexityBot✓
Perplexity-User✓
CCBot✓

robots.txt — corrected

# AI assistant crawlers — allow these so AI answers can read your site.
# Added by the AI visibility audit. Keep your existing rules below.

User-agent: GPTBot
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: Claude-User
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Perplexity-User
Allow: /

User-agent: CCBot
Allow: /


# ---- your existing rules, unchanged ----
User-agent: *
Disallow: /wp-admin/
Allow: /wp-admin/admin-ajax.php

Sitemap: https://example-business.com/sitemap_index.xml

Schema audit

TypeWantedPresent
LocalBusiness ✓ ✓
FAQPage ✓ ✓
Service ✓ ✗
Review ✓ ✗

JSON-LD, ready to paste

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "The Example Business",
  "description": "dental clinic — Austin",
  "url": "https://example-business.com",
  "address": {
    "@type": "PostalAddress",
    "addressLocality": "Austin",
    "addressCountry": "US"
  },
  "areaServed": {
    "@type": "City",
    "name": "Austin"
  },
  "openingHours": "Mo-Fr 09:00-17:00",
  "hasOfferCatalog": {
    "@type": "OfferCatalog",
    "name": "dental clinic",
    "itemListElement": [
      {
        "@type": "Offer",
        "itemOffered": {
          "@type": "Service",
          "name": "teeth cleaning"
        }
      },
      {
        "@type": "Offer",
        "itemOffered": {
          "@type": "Service",
          "name": "dental implants"
        }
      },
      {
        "@type": "Offer",
        "itemOffered": {
          "@type": "Service",
          "name": "invisalign"
        }
      },
      {
        "@type": "Offer",
        "itemOffered": {
          "@type": "Service",
          "name": "teeth whitening"
        }
      },
      {
        "@type": "Offer",
        "itemOffered": {
          "@type": "Service",
          "name": "root canal"
        }
      },
      {
        "@type": "Offer",
        "itemOffered": {
          "@type": "Service",
          "name": "emergency dentistry"
        }
      }
    ]
  }
}
</script>

Content audit

PageExistsMachine-readable
Services page ✓ ✓
Pricing page ✓ ✓
FAQ page ✗ —

What an assistant can read

About you
Phone number: ✓Address: ✓Prices: ✓Service names: ✓
About the competitor
No competitor site was crawled for this report.
Full methodology+
On 2026-08-19 we asked 72 questions of three engines, 3 rounds each. 648 answers completed and 0 failed; the rates are calculated over completed answers only. Models: gpt-4o · gemini-3.5-flash · sonar. Engine answers vary between rounds, which is why the rate is calculated across all rounds together.

Re-check

The questions are frozen with this report, so a re-check asks the same ones and scores them with the same formula — meaning any difference you see is a real difference, not a change in how it was measured.

This measurement was taken on 2026-08-19. We will send you a free mini-measurement after 90 days before you decide.