A real report for a real domain: chudi.dev, audited as part of our published 7-domain AVR baseline (measured 2026-04-07). Nothing here is mocked up. Every number traces to the public benchmark data. Your report runs the same process on your domain, with current data.
share of topic queries where an AI engine mentioned the brand
AI Citation
0%
share of queries where an engine linked the domain as a source
Infrastructure
Foundation-strong
crawl access, schema, and AI-readability checks
The sentence you take to Monday's meeting
"At baseline, AI assistants mentioned chudi.dev in 25% of relevant answers but cited it as a source in 0%, while a peer site with lower domain authority reached 15%. The gap is structural, and the first fix is below."
Benchmark vs. similar sites
Visibility is being mentioned in the answer. Citation is the higher bar: the engine links your URL as its source. Domain authority predicts visibility, not citation.
Domain
Domain Authority
AI Visibility
AI Citation
chudi.devthis report
28
25%
0%
ahrefs.com
92
100%
5%
citability.dev
under 10
44%
15%
Method: Per domain, roughly 20 topic queries across ChatGPT Search, Perplexity, and Claude. Visibility = the engine mentions the brand or topic, with or without a link. Citation = the engine links to a URL on the domain as a source.
What the audit found
01
Strong infrastructure, zero citations
chudi.dev passed the AI-readability infrastructure checks (foundation-strong) yet earned 0% citations at baseline. Foundation-strong infrastructure, no topic citations at baseline. This is the most common pattern for personal and small-company sites: the engines can read you, but nothing on the page is structured as a citable answer.
02
The gap is structure, not authority
In the same baseline, ahrefs.com (Domain Authority 92) was visible in 100% of relevant answers but cited only 5% of the time, while citability.dev (DA under 10) reached 15%. Backlinks buy mentions; answer-first structure and clean schema win the actual citation.
03
First fix to hand your team
At measurement time the audit found no per-page structured data and no FAQPage or HowTo schema on the subject domain. The first fix: add FAQPage schema to the top 3 pages that answer buyer questions, with the answer in the first 60 words. This is the highest-leverage structural change for citation eligibility.
What your $49 report adds beyond this sample
Current data for your domain (this sample shows the April 2026 baseline; your report runs fresh queries)
Per-AI breakdown across ChatGPT, Claude, Perplexity, and Gemini (the baseline tested three engines; the product tests four)
Your 20 brand-awareness queries, chosen for your category
robots.txt AI rules + bot response code check for your crawl surface
Delivered to your inbox in 48 hours
Reading your own numbers
If your visibility is healthy but your citation rate is near zero (the chudi.dev pattern above), the gap is link-back behavior: the $99 Citations report shows which engines link competitors instead of you. If visibility itself is low, the $199 Full Audit diagnoses why, with 5-7 prioritized fixes.
Run it on your domain
Your number, your benchmark, your first fix. In 48 hours.