Sample AI Visibility Audit
A real report from AudFlo, the AI Visibility Audit Platform for founders: your AI Visibility Score, the blockers holding you back, and the copy-paste fixes that move the number.
Illustrative example using a representative site and numbers. Your scan returns your own real results in the same format.
Below recommendable
AI engines are picking competitors instead.
Structural Understanding · High
Before
Fixes applied
- 1. Homepage headline rewrite
- 2. FAQ + schema added
After
+16 points, up one rank
After-score is illustrative. Real results vary by site and by which fixes you apply.
What you receive
Every scan returns the same report you see below. Here is what is in it.
Your AI Visibility Score and rank
A single number out of 100, plus where it places you across the four ranks.
All 5 blockers, ranked by impact
The specific gaps costing you AI recommendations, each with the evidence behind it.
The pillar-by-pillar breakdown
How you score across Technical Visibility, Structural Understanding, Answer Selection, and Authority Signals.
Copy-paste Fix Pack prompts
The free scan generates the homepage headline rewrite. Pro generates every Fix Pack asset, built for your exact builder.
Authority Growth opportunities
Where to build the external signals AI engines cite: missing citations, comparisons, reviews, directories, and founder communities. See the preview lower on this page.
The scanned site
- Sitenotetaker-ai.example.com
- CategoryAI meeting-notes tool
- BuilderLovable
- AI Visibility Score52 / 100
- RankBelow recommendable (45 to 64)
- Scan date06 Jun 2026
The four ranks are described in the AudFlo Methodology. A score below 45 means AI engines cannot reliably reach or classify the site. A score of 80 or above means AI engines surface it consistently for relevant queries.
Pillar-by-pillar breakdown
Each pillar covers 8 of the 32 Checks. Here is what AudFlo checked, what passed, and what failed.
Technical Visibility
Weight 20% of score
✓ Passedrobots.txt present, sitemap reachable, HTTPS valid
× FailedNo llms.txt, only one schema type detected
Structural Understanding
Weight 30% of score
✓ PassedSingle clear H1, readable language
× FailedNo category statement in the H1, target buyer not named in hero
Answer Selection
Weight 30% of score
✓ PassedA few question-shaped headings
× FailedNo FAQ schema, no dedicated FAQ page, no comparison content
Authority Signals
Weight 20% of score
✓ PassedTestimonials present on homepage
× FailedTestimonials lack named attribution, no Person or Organization schema, no founder page
Top 5 blockers
AudFlo ranks every gap by how much it is costing you in AI recommendations and surfaces the five that matter most. Each one explains what it means for you and what to do about it.
No category statement in the H1
Why it mattersThe headline says "Never take notes again" but never says what the product is or who it is for. When ChatGPT reads that, it cannot tell what category you are in, so it cannot recommend you for it. Fix: say what you are and who you serve in the first line.
No FAQ schema or FAQ page
Why it mattersThere is no FAQ anywhere on the site. So when a buyer asks ChatGPT a question your product answers, there is nothing of yours for it to quote, and it recommends someone who has one. Fix: add a FAQ that answers the real questions buyers ask.
llms.txt absent
Why it mattersThe site is missing the one file that tells AI assistants, in plain words, what you do and who you are for. Without it, they are left to guess from the rest of the page. Fix: add an llms.txt file, which AudFlo generates for you.
No comparison content
Why it mattersThere are no pages comparing you to the alternatives. When someone asks ChatGPT "what is the best tool for X," it leans on sites that spell out how they differ, and yours stays off the list. Fix: publish one honest comparison page.
Testimonials lack attribution
Why it mattersYou have testimonials, but they are signed "Happy customer" with no real names. AI assistants only count trust signals they can verify, and anonymous quotes do not count. Fix: use real names and roles, and link out where you can.
Generated fixes
For each blocker, AudFlo generates a Fix Pack asset: a copy-paste prompt tailored to the founder's builder. Below are two examples from this scan, exactly what a founder receives.
Blocker 1: Homepage headline rewrite
You are updating the H1 and subheadline of notetaker-ai.example.com. The current H1 is: "Never take notes again". Rewrite the H1 and subheadline so they state: 1. The category of the product (an AI meeting-notes tool). 2. Who it serves (remote and hybrid teams). 3. The core outcome (searchable notes and action items captured automatically). Keep the H1 under 12 words. Write in plain English. No hype, no adjectives. State what the product is.
Blocker 2: FAQ and schema generation
You are adding a FAQ section to notetaker-ai.example.com. Generate 8 questions and answers that AI engines would use to recommend this product. Questions should match the search intent of potential buyers. Rules: each answer must be 2 to 4 sentences maximum. Wrap the output in FAQPage JSON-LD schema. Questions must be genuine buyer questions, not marketing copy. Product context: AI meeting-notes tool, for remote and hybrid teams, outcome is searchable notes and automatic action items.
What this means for the founder
A score of 52 puts this site in the Below recommendable range. That means AI engines like ChatGPT and Perplexity are either struggling to classify it or are choosing competitors with stronger signals instead. The fixes above address the two highest-impact blockers. Implementing both typically moves a site up one rank within two to four weeks.
The full Pro scan generates all six Fix Pack assets with builder-specific prompts across every blocker. The free scan generates the Homepage Headline rewrite and shows all five blockers with evidence.
Authority Growth
Your website fixes improve how AI engines read your brand. Authority Growth shows where to build the external signals that help AI engines trust and recommend you. Pro users see where competitors are already being cited, which comparison pages to create, and which directories, reviews, and communities can strengthen recommendation readiness.
Missing Citation Opportunities
Find articles where competitors are mentioned but your brand is missing.
Comparison Opportunities
Find competitor comparison pages your site should create.
Review Opportunities
Find review platforms that can strengthen third-party trust.
Directory Opportunities
Find high-authority directories where your product should be listed.
Community Opportunities
Find founder communities and subreddits where your product can participate.
Recommendation readiness
Every signal you build here makes AI engines more likely to trust, cite, and recommend you, not your competitors.
This is exactly what your scan will look like
Free. No account required to start.