Run a free audit on your website and get a scored report showing exactly why ChatGPT, Claude, and Perplexity aren’t citing you — and what to fix first.
Scored report (0–100)
Your AI visibility graded across 5 pillars.
Specific fixes, ranked
Exactly what to change, in priority order.
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A branded PDF in minutes, not days.
Specularis — before our own fixes
Grade B
Crawler Access
20 / 20
Entity & Schema
12 / 20
Content Citability
17 / 20
Off-site Corroboration
10 / 20
Technical Foundation
18 / 20
Crawler Access — Can AI tools actually read your site?
Entity & Schema — Does AI know who you are?
Content Citability — Is your content answer-first and quotable?
Off-site Corroboration — Do independent sources back you up?
Technical Foundation — Sitemap, canonical, llms.txt, metadata.
20 pts
Businesses AI recommends score ~20 points higher on this audit than comparable businesses AI ignores, measured across attorneys, realtors, and agencies (14 sites, July 2026).
8 of 12
Businesses we tested, including 3 that AI currently recommends, block AI crawlers at the network level without knowing it. Their robots.txt says welcome; their firewall says no.
0 of 4
Where Specularis itself started on its own target AI queries. We track our climb with the same test this audit runs on you.
Most free ‘AI visibility checkers’ read your robots.txt and call it a day. This one was built differently, and we tried to break it before you could:
When reddit.com scored 9/100, we probed until the number made sense: Reddit blocks every crawler and sells access instead (Google reportedly pays $60M/year). The score was right.
When a founder said his score was wrong, he was right — his host’s firewall was blocking our auditor. We rebuilt the fetcher, and the audit then caught what he didn’t know: his host silently blocks ChatGPT’s crawler while his robots.txt says allow.
Then we calibrated it against reality: we asked Perplexity who it actually recommends in three industries, audited the named businesses and their ignored competitors blind, and the recommended businesses outscored the ignored ones in every niche. Once, a site we’d labeled invisible scored 82 — the audit was right and our label was wrong. It’s the #1 result in its category.
Every audit you run does what the calibration did: fetches your site as GPTBot from datacenter IPs, reads your schema the way engines do, and literally asks Perplexity about your market — then shows you who’s in the answer and who isn’t.
Questions about AI visibility audits
Skip the report and talk it through.