What AI sees when it reads you.
The AI Visibility Audit measures how ChatGPT, Claude, Perplexity and Google AI find, read and cite your website, using your own server logs. You get an 18-page report and a ranked fix list your developer can ship.
- Price
- $2,500, one time
- Turnaround
- 7-10 business days
- For
- Software, healthcare, professional-services and e-commerce teams
- GPTBot
/feed.xml200 - ClaudeBot
/blog/schema-markup-for-law-firms200 - PerplexityBot
/feed.xml200 - ChatGPT-User
/pricing403 - Googlebot
/sitemap-index.xml200 - ClaudeBot
/feed.xml200 - All AI bots
/llms.txt0 requests
Real findings from real sites.
All 14 case studies. Clients anonymized; numbers from their own logs and AI answers.
Everyone sells AEO. Almost nobody measures it.
Agencies charge thousands for llms.txt.
Zero AI bots request the file. You are paying for deliverables the machines ignore.
"AI SEO experts" guarantee ChatGPT rankings.
Nobody can guarantee that. The mechanisms are opaque. Anyone promising outcomes is either uninformed or lying.
Your agency doesn't pull bot logs.
Without log data, any AI visibility strategy is guesswork. You need to know which bots visit, what they read and how often.
50 live sites. Real bot logs.
I instrumented a network of 50 live websites with the content formats consultants tell clients to build: enriched RSS feeds, inline schema, standalone JSON-LD endpoints, post markdown, llms.txt and more.
Every bot request from every site goes into one dashboard, so I can see what ChatGPT, Claude, Perplexity and search crawlers actually consume. The results contradict most of the AEO advice being sold right now.
| Live sites monitored | 50 |
|---|---|
| Industries | 9 |
| Days of continuous logs | 200+ |
| Requests for llms.txt | 0 |
How the audit runs.
You share access
Read access to your server logs or CDN dashboard (Cloudflare, WP Engine, Kinsta, CloudFront), a short brief, and 2-3 competitors. No log access yet? I help you set it up first.
I read your logs
Weeks of your data, split into search crawlers and AI fetchers: which bots visit, what they request, what they're refused.
I test the answers
30+ of your target questions run through ChatGPT, Claude, Perplexity and Google AI, screenshotted, and benchmarked against your top 3 competitors.
You get the report and a call
An 18-page report with your 7-dimension AI Visibility Score and every fix ranked by impact, effort and urgency, then a 30-minute results call.
What the report looks like.
One page from a real delivered audit, client details redacted. The full document runs 18 pages: summary, methodology, technical audit, bot traffic, citation baseline, competitor benchmark, ranked fixes and appendices.
Executive summary
[Client]'s website scores 4 out of 10 on the AI Visibility Score. It has strong schema foundations but is losing citations to competitors because of a stripped RSS feed and missing hreflang tags.
Scored across seven dimensions. Top competitor: 8/10.
- Rebuild the RSS feed with full content and schema
- Deploy LegalService JSON-LD sitewide
- Fix missing x-default hreflang on bilingual pages
What clients say.
Incredible attention to detail. Super quick. Trust worthy. Helpful. Provided amazing advice. Consistent. Incredible follow report. I'll definitely work with Mykhailo again.
Schema markup and technical SEO, Jul 2026
Misha is a superior developer and SEO wizard. He helped me with a very challenging website - often fixing other people's mistakes - and made my site so much better. Now, I receive my SEM rush SEO reports and every week, my website has improvements with traffic and visibility.
Website fixes, SEO and QA, 76 hours, 2025-2026
Mykhailo is highly technically skilled, quickly understood the problem, and provided valuable insights and practical solutions. Communication was smooth, and the help was truly impactful. Highly recommended - I will definitely reach out again in the future.
Paid SEO consultation, May 2026
Verified reviews of my technical SEO, schema and site work. See every review on Upwork
One price. No upsells.
$2,500 one time, delivered in 7-10 business days.
The audit is the product. If implementation makes sense afterwards, we talk about it on the results call. Implementation is separate and priced by scope, typically $5,000-$12,000.
Included
- 7-dimension AI Visibility Score
- Weeks of bot log analysis from your infrastructure
- 30+ AI citation queries, tested and screenshotted
- Benchmark against your top 3 competitors
- Fix list ranked by impact, effort and urgency
- 18-page PDF report and companion spreadsheet
- 30-minute results call and 14 days of email follow-up
Refund promise. If anything in the audit doesn't line up with what you can measure on your own site, I refund the engagement.
Book the audit
I measure what others pretend to know.
I run an independent AI visibility research practice on a network of 50 live websites. Before this I spent years on the technical SEO most agencies outsource: schema on bilingual legal sites, hreflang and custom post type architecture, and incident response on compromised WordPress installs.
That's why this audit goes deeper than a generalist checklist. I publish the method and findings on YouTube and in the research archive, so you can check the approach before you book.
Questions before booking.
Can you guarantee I'll appear in ChatGPT or Claude?
No, and neither can anyone else. AI model behavior is opaque and changes often. What I guarantee is real data about where you stand and fixes that measurably improve how AI systems can read your site.
How is this different from a regular SEO audit?
A regular SEO audit optimizes for Google's ranking systems. This audit measures how AI systems discover, read and cite your site, which is a different technical problem, using real bot log data.
What do you need from me to start?
Access to your server logs or CDN dashboard, a short brief on your business and target questions, and 2-3 competitors. If you don't have log access, I'll help you set it up first.
How long does it take?
7 to 10 business days from when I receive your log data and brief. You get the PDF, a screenshot appendix and a spreadsheet, then a 30-minute call to walk through the findings.
What if I want you to implement the fixes?
We'll discuss it on the results call if it's a fit. Implementation engagements run $5,000 to $12,000 depending on scope and are optional. Most clients do Tier 1 themselves or with their existing dev team and only bring me in for the harder pieces.
Do you work with small businesses?
I work with businesses where AI visibility has real revenue implications, typically software, healthcare, professional-services and e-commerce companies. For a side project or a very small local business, cheaper options will serve you better.
Why should I trust your research?
Because you can check it. The method, findings and the logic behind the AI Visibility Score are public on YouTube and in long-form write-ups. If anything in the audit doesn't line up with what you can measure on your own site, I refund the engagement.
Stop guessing what AI sees.
Tell me about your site. I reply within 24 hours from hello@mishamanko.com to confirm scope and next steps. Nothing is charged until you agree.
Prefer email? Write to me directly