Your site is crawlable. That doesn’t mean Al engines cite it.
ChatGPT, Claude, Perplexity, and Google Al Overviews are how buyers find providers now. The Al Readiness Audit shows exactly why your site is not getting cited.
Get your AI Readiness Audit
WHY THIS MATTERS
Crawlable is not the same as citable.
Most sites have the SEO fundamentals handled. They still go uncited because AI engines look for signals that traditional SEO never required: structured entity data, direct-answer copy, an llms.txt file, and machine-readable authority. When those are missing, the engines skip you and cite a competitor instead.
THE DIAGNOSTIC
Eight categories, scored A to F, with a clear path to fix.
We grade crawlability, structured data, content structure, metadata, entity authority, AEO-specific signals, performance, and freshness, then hand you a MOSAIC-branded report and a sequenced roadmap.
BEFORE AND AFTER
From crawlable to citable.
The before is a real homepage audit: strong SEO fundamentals, no AEO layer. The after is what AI-ready looks like, with Organization schema, a hand-authored llms.txt, and direct-answer content that AI engines lift into responses. Most of that gap is configuration and content.
HOW IT WORKS
Three steps from invisible to cited.
01
Audit
We run the full eight-category audit on your site and deliver the scored, branded report.
02
Scope
We review the findings with you and put a fixed estimate on the highest-leverage fixes.
03
Remediate
We build the fixes (schema, llms.txt, content structure) and re-test against the major AI engines.
THE DELIVERABLE
What lands on your desk.
- A scored, comprehensive technical audit across eight core AI signals.
- A prioritized roadmap (P0 to P2) sequenced for delivery.
- A remediation estimate, with the audit fee credited toward it.
Find out why AI engines are skipping your site.
Book a 30-minute call. We’ll walk your audit together and put a fixed estimate on the table.
Paid audit, credited toward your remediation.
