Ryan Doser Ships an AI SEO System Built From Six Months of AI Search Data

Six months of AI search data from three sites, packaged as a 45-point audit that runs as plain files inside Claude, ChatGPT, Cursor and any AI agent.

Most businesses still picture search as a ranked list of links. Their buyers increasingly see something else: an AI assistant returning one answer that cites a handful of sources. Ryan Doser spent six months treating that shift as a measurable engineering problem rather than a marketing theory, auditing his own site and two client sites to find out what actually determines whether a company gets named in that answer.

I stopped guessing which SEO work moves the needle and started measuring which pages AI assistants actually cite, then wrote the audit down so it runs the same way every time”

— Ryan Doser, Founder, Thriveonefive Media

This week he released the resulting method as the AI SEO System, the same audit he runs for paying consulting clients, packaged as plain files any AI assistant can read.

The audit works across four areas: whether AI crawlers can reach a site, whether its content is readable by a language model, whether the domain registers as trustworthy, and whether the traffic it earns converts. It contains 45 diagnostic findings, each paired with a fix and a way to verify the fix landed. Sixteen accompanying skills cover keyword research, content strategy, page drafting, competitor analysis, outreach, Google Business Profiles, schema and llms.txt.

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The findings came from three sites. Launched in February 2026 with no backlinks and no domain history, ryandoser.com recorded 5.77K clicks and 890K impressions in Google Search Console over six months, alongside 12.1K AI citations across Microsoft Copilot and its partner surfaces as measured in Bing Webmaster Tools. He credits that visibility with more than $100,000 in attributed revenue across client work, digital product sales and affiliate commissions.

Two client sites showed the same pattern. A seven-figure dental IT and cybersecurity company recorded 5.87K clicks and 1.23M impressions over twelve months, with growth becoming visible in May after months of flat performance. An eight-figure SaaS company logged 95.5K impressions inside Google’s AI results since mid-May.

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Two parts of the method cut against how the category usually sells. A refresh skill stops an assistant from rewriting pages that already rank or already get cited, a common way owners lose traffic they already have. A section called the “Don’t-Chase List” names six things Doser says the industry sells that do not work.

Doser is also direct about the limits. Nobody can guarantee placement inside a model’s answer, results arrive in months rather than days, and a buyer needs to be able to ship changes to a website.

The AI SEO System is a one-time purchase of $199 with lifetime updates and no subscription, and it runs as plain files across Claude, Cursor, Google Antigravity and ChatGPT’s Codex, or as a Claude Code plugin. A private prioritization session with Doser is available separately through his AI SEO consulting page. Doser has documented the full launch breakdown, including the search data behind it, on his site.