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Overview

Your Pro AI Visibility Audit · for Acme Corp

This is a sample audit. Most businesses score lower than they expect. Run yours to see where you actually stand.

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Your Pro AI Visibility Audit

for Acme Corp

Visibility Score

35/100

Barely Visible

Brand mention rate

50%

3 of 6 AI responses

Competitor mentions

83%

5 of 6 AI responses

Executive summary

AI-generated overview of your audit results

Acme Corp scored 34/100 (Critical). While the brand appears in 50% of AI responses, competitors are mentioned in 83% — meaning AI assistants are actively directing buyers away from Acme Corp. The most urgent fixes are adding an llms.txt file, implementing FAQ schema markup, and building a Wikipedia or Wikidata entry. These three changes alone could increase the citation rate by an estimated 2–3x within 60 days.

Your Scores

35out of 100
Barely Visible

Invisible and blocked — start with the foundation fixes.

Foundation Score

50/100Barely Visible

3 of 6 checks passed

AI Visibility Score

19/100Invisible to AI

mentioned in 6 of 32 AI answers

Detailed findings

Every check we ran, grouped by category

AI Assistant Results

See how often your brand is mentioned — and what AI assistants say about competing options.

We test your brand across a range of queries your potential customers are actually asking — including category, comparison, and recommendation queries. Not every query is expected to mention your brand; what matters is your overall mention rate across all queries.

ChatGPT

Response to: What are the best enterprise widget suppliers in North America?

Brand mentioned
Several established suppliers stand out. Widgets Inc. is widely cited for its industrial-grade catalog and same-day fulfillment. Acme Corp is another strong option, particularly for rocket-powered gadgets and custom enterprise contracts. RocketWare rounds out the shortlist with a focus on aerospace-grade components. Buyers typically evaluate them on lead time, warranty terms, and integration suppo…

Claude

Response to: Recommend a supplier for custom rocket-powered gadgets under a tight deadline.

Brand mentioned
Under a tight deadline, Acme Corp is a strong choice thanks to their in-house prototyping team and short-run manufacturing capacity. RocketWare can also deliver quickly but tends to prioritize aerospace clients. Confirm current lead times directly, as capacity fluctuates.

Gemini

Response to: What are the best enterprise widget suppliers in North America?

Brand not mentioned
The North American enterprise widget market is served by several established players. Widgets Inc. leads on industrial-grade catalog depth and same-day fulfillment. RocketWare is the preferred choice for aerospace-grade components. For custom contracts, buyers typically evaluate suppliers on lead time, warranty terms, and ERP integration support.

Perplexity

Response to: Who makes rocket-powered gadgets for enterprise clients?

Brand mentioned
Acme Corp is frequently cited for rocket-powered gadgets in enterprise contexts, particularly for custom short-run manufacturing. RocketWare is the other major player in this space, focusing on aerospace-grade components for larger contracts.

Mentions

How your brand and competitors appear across AI responses

Brand mentions

Acme Corp

50%of AI responses

3 of 6 responses mentioned your brand.

Competitor mentions

Widgets Inc., Gadgetly, RocketWare

83%of AI responses

5 of 6 responses mentioned at least one competitor.

Competitors

How your brand stacks up against competitors in AI answers

Mention rate vs. competitors

Across all AI responses

AI insight

What this comparison suggests

Acme Corp is being mentioned in AI responses, but competitors are dominating. Widgets Inc. and RocketWare appear in 83% of responses — nearly double Acme Corp's rate. The gap is driven by stronger off-site citation signals, particularly on Wikipedia and review platforms.

Citation Signal Scan™ — 5-Channel Omnichannel Check

Diagnostic findings that explain your AI Visibility Score — these channels are not score inputs

Signal strength (diagnostic — not a score input)8 / 25 — Weak
ChannelStatusConfidenceEvidence
YouTube⚠️ WeakVerifiedBrand appears in one competitor comparison video — limited visibility.
LinkedIn✅ PresentVerifiedCompany page found at linkedin.com/company/acme-corp (HTTP 200).
Wikipedia / Wikidata❌ Not foundNot foundNo Wikipedia article and no Wikidata entity for the business — high-priority authority gap.
Review platforms❌ Not foundNot foundNo review profile found on Trustpilot or G2.
  • Trustpilot (Not found) — No profile at trustpilot.com/review/acmecorp.com (HTTP 404).
  • G2 (Not found) — No listing found in G2 search results for "Acme Corp".
Owned content (Blog/FAQ)⚠️ ThinVerifiedHomepage links to a blog, but no FAQ structured data was found — AI assistants cannot extract clean question-and-answer pairs.
Summary: Acme Corp has a significant citation gap across the channels AI models use to validate brand authority. LinkedIn is the only channel with a meaningful presence. Wikipedia and review platforms are the highest-priority gaps to close.

Recommendations

Technical fixes first — the fast wins — then the off-site work

Technical Fixes — for your developer

Every technical check that did not pass, with copy-paste-ready instructions. These are the fastest wins — most take under an hour.

T1

Let ClaudeBot reach your homepage

What this means

One of the AI readers we tested could not load your homepage successfully. If an AI assistant cannot read your pages, it has nothing of yours to quote — so it recommends someone else instead.

What we found: Blocked or unavailable — homepage returned HTTP 403

For your developer

The request identifying itself as ClaudeBot did not receive a usable HTML response from your homepage. Check, in this order:

  1. /robots.txt — remove any Disallow under a User-agent: ClaudeBot block (and under User-agent: * if it blocks /).
  2. Your CDN / WAF (Cloudflare "Bot Fight Mode", AWS WAF bot control, Fastly rules) — allowlist the ClaudeBot user agent and the ASN it originates from.
  3. Origin server rules — remove user-agent denies in nginx/Apache config or middleware.
  4. Confirm the fix:
curl -A "ClaudeBot" -sSI https://your-domain.com/

Expect HTTP/2 200 and a HTML body containing your main copy without JavaScript execution.

T2

Let PerplexityBot reach your homepage

What this means

One of the AI readers we tested could not load your homepage successfully. If an AI assistant cannot read your pages, it has nothing of yours to quote — so it recommends someone else instead.

What we found: Blocked or unavailable — homepage returned HTTP 403

For your developer

The request identifying itself as PerplexityBot did not receive a usable HTML response from your homepage. Check, in this order:

  1. /robots.txt — remove any Disallow under a User-agent: PerplexityBot block (and under User-agent: * if it blocks /).
  2. Your CDN / WAF (Cloudflare "Bot Fight Mode", AWS WAF bot control, Fastly rules) — allowlist the PerplexityBot user agent and the ASN it originates from.
  3. Origin server rules — remove user-agent denies in nginx/Apache config or middleware.
  4. Confirm the fix:
curl -A "PerplexityBot" -sSI https://your-domain.com/

Expect HTTP/2 200 and a HTML body containing your main copy without JavaScript execution.

T3

Add a plain-language summary file for AI

What this means

Your site has no short summary file written for AI assistants. It is a single page that says who you are in a sentence and points to your most important pages, so assistants stop guessing and start quoting you correctly.

What we found: Not found — AI assistants have no plain-language summary of your site

For your developer

Create a Markdown file served at https://your-domain.com/llms.txt (HTTP 200, Content-Type: text/plain; charset=utf-8).

This is not a robots.txt file — it must NOT contain User-agent:, Allow: or Disallow: lines. The format is: one # H1 with the business name, one > blockquote summary paragraph, then ## sections of curated links in the form - [Page title](absolute-url): short description.

# Acme Corp

> Acme Corp supplies industrial widgets to manufacturers across North America, with same-week delivery and a 10-year warranty.

## Core pages

- [Products](https://example.com/products): Full widget catalogue with specifications.
- [Pricing](https://example.com/pricing): Plans, volume discounts and lead times.
- [About](https://example.com/about): Company history, leadership and locations.

## Support

- [FAQ](https://example.com/faq): Answers to the questions buyers ask most.
- [Contact](https://example.com/contact): Sales and support contact details.

Use absolute URLs, keep it under ~200 lines, and make sure /llms.txt is not disallowed in robots.txt. Optionally add /llms-full.txt with the same header plus the full text of your key pages concatenated.

T4

Show your content without JavaScript

What this means

Your main page content only appears after the browser runs code. Most AI readers do not run that code, so they see a blank page where your offer should be.

What we found: Failed — main content only appears after JavaScript runs, so AI readers see an empty page

For your developer

The raw HTML response contains no meaningful body content — the page is client-rendered. Enable server-side rendering or prerendering for all public routes so the initial HTML already contains headings, body copy and links. Verify with:

curl -sS https://your-domain.com/ | grep -c "<h1"

If your stack cannot SSR, add build-time prerendering (static HTML per route) or serve a prerendered snapshot. Do not rely on <noscript> fallbacks alone.

T5

Add machine-readable facts about your business

What this means

Your pages contain no machine-readable facts — the hidden block that states your name, website, contact details and what you sell. Without it AI assistants have to infer these details and often get them wrong.

What we found: None found — AI assistants have no machine-readable facts about your business

For your developer

Add schema.org JSON-LD inside <head> of the homepage:

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Business Name",
  "url": "https://your-domain.com",
  "logo": "https://your-domain.com/logo.png",
  "description": "One sentence about what you do.",
  "sameAs": ["https://www.linkedin.com/company/your-company"]
}
</script>

Add FAQPage JSON-LD on pages with question-and-answer content (keeping the same Q&A visible in the body), and Product/Service on commercial pages. Validate with the schema.org validator before shipping.

Off-site & authority fixes

1

Let AI assistants read your site

What this means

Right now your website doesn't have a simple welcome file that tells ChatGPT and other AI assistants what your business does. Without it, they have to guess — and often guess wrong. Adding this file is the single highest-impact change you can make and takes less than an hour.

For your developer

Create a plain-text file served at https://acme-corp.com/llms.txt (HTTP 200, Content-Type: text/plain). Follow the llms.txt spec: start with an H1 of the business name, a short blockquote summary, then Markdown sections linking to canonical pages (Products, Docs, About, Pricing). Also add a longer /llms-full.txt with the full concatenated content. Ensure both are reachable and not blocked in robots.txt.

Effort: LowImpact: High
2

Add FAQ answers AI can quote

What this means

AI assistants love pulling from clearly-structured questions and answers. Your site doesn't have any yet, so when someone asks ChatGPT a question about your category, it has nothing of yours to quote. Adding a proper FAQ section is one of the fastest ways to get cited.

For your developer

Add FAQPage JSON-LD schema to the homepage and any key product/service pages. Use schema.org/FAQPage with mainEntity as an array of Question types, each with an acceptedAnswer of type Answer. Inject inside <head> as <script type="application/ld+json">. Also render the same Q&A visibly in the page body (Google requires content parity).

Effort: MediumImpact: High
3

Build authority on Wikipedia / Wikidata

What this means

AI models treat Wikipedia and Wikidata as trusted sources of truth about brands. Because Acme Corp has no entry on either, AI assistants have no authoritative record to reference — so they rarely recommend you by name.

For your developer

Create a Wikidata item at wikidata.org/wiki/Special:NewItem with properties: instance of (Q4830453 business), official website, industry, founded date, headquarters location, and at least 2 reliable third-party source citations. Once Wikidata is live, draft a neutral Wikipedia stub in Draft: namespace citing independent secondary sources (press, industry publications) — never self-promotional.

Effort: HighImpact: High
4

Set up review profiles buyers trust

What this means

Review signals are a major input AI assistants use when deciding who to recommend. Trustpilot and G2 are the two profiles that matter most in your category — and you're on neither. This is a critical credibility gap.

For your developer

Claim business profiles at trustpilot.com/business and g2.com/products. Complete the profile with logo, description, categories, and website URL. Add schema.org/Organization JSON-LD on the homepage with a sameAs array linking to both profile URLs so AI models can associate them with the brand.

Effort: MediumImpact: High
5

Unblock ChatGPT and Claude

What this means

Your website is currently blocking two of the four major AI assistants from reading your content at all. That means they cannot mention you, even when a customer asks a question you'd be a perfect answer to.

For your developer

In /robots.txt, add explicit allow rules for AI user agents:

User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

Also check any CDN / WAF (Cloudflare, Fastly) firewall rules that block bot traffic by ASN or user-agent and whitelist the same agents there.

Effort: LowImpact: Medium

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Audit details

Business
Acme Corp
Audit date
Jul 7, 2026
Tier
Pro
Competitors tracked
Widgets Inc., Gadgetly, RocketWare
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