How ChatGPT fans out one question into five searches
Prefer logged the web searches ChatGPT ran for 47 buyer questions: 224 in all, 54% of them site-scoped checks of a brand's own pages. Write for the fan-out.
69 stories
Prefer logged the web searches ChatGPT ran for 47 buyer questions: 224 in all, 54% of them site-scoped checks of a brand's own pages. Write for the fan-out.
What Google's AI Overviews are, how they choose and cite sources, what they do to your traffic, and how to show up. Prefer tracks whether they cite you.
Prefer measured which sources ChatGPT and Google's AI cite for software buyers. Reddit was #1 on ChatGPT (30% of citations) and #2 on Google.
Compare Peec AI alternatives on execution, engine coverage, and real price, from Writesonic and Profound to low-cost trackers.
Comparing Profound alternatives on execution, coverage, and price for agencies, startups, and enterprise teams.
Compare 12 AI visibility tools for 2026 by execution, engine coverage, SEO depth, data, customer evidence, and price.
The web didn't keep pace as Writesonic changed its positioning. This is the source-by-source method I'm following to replace outdated AI descriptions with an accurate picture of the business today.
Prefer asked ChatGPT, Perplexity, Gemini and Claude 47 buyer questions in 8 industries and logged 1,237 citations. 40% went to listicles, not vendors' sites.
AEO and GEO name almost the same practice. The real difference in emphasis, where they overlap, and why one tool, such as Prefer, should cover both.
GEO vs SEO for marketers: how the visibility model, metrics, timescales, skills and budget change once AI answers replace links, and how Prefer tracks both.
LLM SEO is how you get large language models to cite and recommend your brand. What it is, how it differs from SEO, the playbook, and how Prefer tracks it.
AEO vs SEO: one question vs one keyword, extractability vs crawlability, a citation vs a click, how the daily work differs, and how Prefer measures AEO.
A practical AEO playbook for B2B teams. Covers citation audits, answer-first content structure, schema markup, and measuring AI visibility.
The 10 AEO mistakes that show up repeatedly in audits, including several that almost no article in this space addresses. Fix them and you're building the kind of content infrastructure that AI engines are actively built to find and cite.
A practical AEO checklist covering content structure, schema, technical signals, authority, and measurement. Get cited by ChatGPT, Perplexity, and Google AI Overviews.
We measured citation influence across 2,000+ brands. YouTube (3.19x), Reddit (3.17x), and Gartner (3.15x) deliver 3x lift. Your own website? Just 1.3x.
ChatGPT, Perplexity, and Gemini reward different things. A 2026 comparison of how each AI engine sources answers, shows citations, and serves audiences, plus which one your business should optimize for.
The AI Ads Index is live. The first public daily index of sponsored ads inside ChatGPT answers, refreshed every morning.
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