Demand · Prompt Volumes

Know what your category is actually asking

Keyword tools describe a search box that fewer people use every quarter. Prompt Volumes shows the questions people put to assistants, phrased the way they really phrase them, weighted by how often they come up.

All clustersExport

Total demand

42.8k/ mo across 5 clusters

41% content gap
Cluster nameMonthly volActions
best aeo software for enterprise18.2k
betterfind vs meridian comparison9.4k
how to track chatgpt citations7.1k
is betterfind worth the price5.3k
aeo vs seo strategy 20262.8k
10M+
Prompts observed daily
48
Average fan-out per question
Daily
Cluster refresh

What it does

Real phrasing

Full questions with context and constraints, not two-word stems stripped of intent.

Clustered by intent

Thousands of variants collapse into the handful of jobs behind them, so you brief once.

Gap detection

See which clusters you have no page for, and which ones a competitor already owns.

How it works

Three steps, then it runs itself

  1. 01

    Seed your category

    Point us at your domain and competitors. We infer the topic space in minutes.

  2. 02

    Watch the clusters form

    Prompts group by intent and rank by observed volume, refreshed daily.

  3. 03

    Brief against demand

    Send a cluster straight to a Content Agent and get an outline back.

Trusted by marketing teams rebuilding for AI discovery

MERIDIANHalcyonNORTHWINDOvataBRIGHTLOOMCascadiaPELLUCIDFerrousLUMENWORKS

FAQ

Questions about Prompt Volumes

A mix of licensed panel data, public assistant logs, and our own query fan-out modeling. Nothing is scraped from a customer workspace.

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