Pricing guide
How Much Does an AI Visibility Audit Cost in 2026?
From free scans to $5,000 engagements: what each price level includes, the four questions to ask before you pay, and what no audit can promise.
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Field test
Why ChatGPT Names Your Store on One Question and Skips You on Another
Six Japanese beauty stores, six live buyer prompts: one shop was recommended on a broad question and absent from the prompt that literally describes its business. AI visibility is won question by question, with the data to prove it.
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Field test
Your Store Scores 90/100 for AI and ChatGPT Still Won't Name It
We audited and live-tested six real DTC stores. The two highest scorers were never named by ChatGPT, while a lower-scoring shop was. Why a high AI-readiness score and a real citation come apart, with the data.
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AEO playbook
The Off-Page AEO Playbook: How to Actually Get Cited by AI
On-page fixes get you ready; off-page is what earns the citation. The channels that most predict AI citations, ranked, with the first move for each: review platforms, roundup listicles, Reddit, YouTube and PR.
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AEO guide
What is AEO (Answer Engine Optimization)?
The foundational guide: what AEO is, why it matters now, how it differs from SEO, how answer engines decide what to cite, and the core levers to get quoted by ChatGPT, Perplexity and Google AI Overviews.
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AEO guide
How to Get Cited by ChatGPT (2026 guide)
ChatGPT now answers before users click. Here is the full playbook to become a source it quotes: clear answers, structured data, llms.txt, clean technical SEO, and consistency across the web.
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More guides are on the way.