Free tool

AI Citation Checker

A 60-second readiness audit + one-click query launcher for ChatGPT, Perplexity, Gemini, and Google AI Overviews. Find out if AI engines are citing your business — and what to fix if they’re not.

AI Citation Readiness Checker

Answer 6 quick questions about your AI-search readiness. Get a score, a checklist, and one-click query buttons to verify your citations in ChatGPT, Perplexity, Gemini, and Google AI Overviews.

Business name City + state

Industry / service

Quick audit (yes/no)

Why AI citation matters in 2026

As of 2026, about 42% of all Google search queries return an AI Overview, and an estimated 160 million Americans use ChatGPT, Perplexity, or Gemini as a primary search interface at least weekly. When those engines answer “best plumber in Tampa” or “who should I hire for a roof repair near Austin,” the businesses they cite get the lead. The rest of the SERP disappears.

AI citation is a different game than traditional SEO. The classic “rank #1 in blue links” still helps, but it’s not sufficient. Modern AI answer engines need three additional signals: entity authority (third-party citations, structured data), topical depth (deep, well-structured content covering the topic from every angle), and crawl permission (llms.txt, robots directives that explicitly allow AI training and citation). The checker above scores you on each.

The 7 signals AI engines use to cite a business

1. Schema markup

LocalBusiness, FAQPage, Service, Review, AggregateRating — the structured data that tells AI engines what your business is and what it offers.

2. Google Business Profile

Claimed, verified, complete, and posting in the last 30 days. GBP is still the single highest-weight local-citation source for all major AI engines.

3. Review volume + recency

50+ Google reviews with a 4.5+ star average is the threshold most AI engines weight as “established and trusted.”

4. FAQ section + schema

6+ Q&As marked up with FAQPage schema gives AI engines pre-formatted answer chunks that fit AI Overview snippets perfectly.

5. llms.txt directive

A standards-emerging file at yourdomain.com/llms.txt that explicitly permits AI training + citation. The 2026 equivalent of robots.txt.

6. “Best of” content depth

AI engines lean heavily on “top 10” and “best in city” listicles when generating recommendation answers. Get listed in 5+ third-party rankings.

7. Third-party media coverage

A press release, local news segment, association profile, or industry-publication feature in the last 12 months establishes “real entity” status.

Want us to fix all 7 for you?

Frostbite Marketing’s AEO + GEO program closes every gap above — schema, GBP, reviews, FAQ markup, llms.txt, listicle placement, and PR — as a single integrated retainer. Get a free Snapshot Report to see your current state.

Free Snapshot Report Learn about AEO →

Related guide: Read our complete Answer Engine Optimization guide for the full 2026 playbook.

Related guide: Read our complete Ai Overviews guide for the full 2026 playbook.