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When you ask an AI engine one question, it quietly searches for dozens. Enter a seed query and see the whole fan-out — 25+ variations grouped by intent — so your content can cover every angle the engines actually check.
Query fan-out is the technique AI search engines use to expand a single question into many related sub-queries — covering different intents and phrasings — then synthesize one answer from the results. Mapping these variations helps you cover the angles an AI engine will explore for a topic.
Free · 10 AI runs per day · No signup required
What Meev is
Meev tracks where your brand appears across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Google AI Overviews, and Google AI Mode, then shows what to fix, publish, or pitch next to improve AI visibility.
The path to getting cited
01 · Your domain
Meev reads your existing pages, topics, and Google Search Console signals to learn what your site is about and already ranks for: the foundation for every gap, draft, and citation that follows.
Step 1
Enter a seed query
Any question or keyword your buyers might ask — broad or specific.
Step 2
We expand it
The seed becomes 25+ realistic variations, the way AI engines decompose a question internally.
Step 3
Grouped by intent
Informational, comparison, transactional, navigational, and opinion — each is a different content opportunity.
Step 4
Cover the graph
Write content that answers the variations, not just the seed — that's what earns AI citations.
When someone asks ChatGPT, Perplexity, or Google AI Mode a question, the engine expands it into many sub-queries, retrieves results for each, and synthesizes one answer. If your content only targets the head term, you're invisible for the dozens of variations the engine actually retrieved against. Query fan-out is the single biggest mental-model shift from classic SEO to AI search.
Informational variations want how-to guides and definitions. Comparison variations want versus pages and honest trade-off tables. Transactional variations want pricing clarity and product pages. One seed query usually implies three or four different pieces of content — the fan-out shows you which ones.
Both Google and AI engines weight domains that cover a topic completely over domains with one strong page. Publishing against the fan-out — systematically, with internal links between the pieces — is how smaller sites out-cite bigger brands on specific topics.
With Meev
This tool shows you the query graph. Meev's topic planner runs the same expansion against your domain every week, picks the winnable queries, and writes quality-gated articles that cover them — with internal links, schema, and AI-search structure built in.
Query fan-out is the process AI search engines use to answer a question: they expand one user query into many related sub-queries, retrieve content for each, and synthesize a single answer from the results. Google AI Mode, ChatGPT Search, and Perplexity all work this way. Content that covers the sub-queries — not just the original question — is what gets retrieved and cited.
Classic keyword tools return string variants of the same query ranked by search volume. A query fan-out models how an AI engine decomposes a question into different intents — informational, comparison, transactional, navigational, and opinion. The output is a content plan, not a keyword list.
Each intent group is best answered by a different content format. Informational queries want guides and definitions, comparison queries want versus pages, transactional queries want pricing and product pages, opinion queries want honest takes with evidence. Mapping intents to formats tells you exactly what to write.
No — group them. A strong article can answer five to ten closely related variations with its sections and FAQ block. Use the fan-out to decide article boundaries: variations that share an intent and audience belong in one piece; different intents usually deserve separate pages.
Free AI tool runs are shared across all Meev tools and reset daily. Repeat lookups of a query you've already expanded are served from cache and don't count against your quota.
Meev tracks your visibility across every major AI search surface and publishes quality-gated content that earns citations — automatically.
7-day free trial. Cancel anytime.
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