Eight tools — the full AI-Visibility suite ↗
01
The verdict — you author none of the conversation
02
The demand map — Semrush Prompt Research header
Prompt universe — topic scope
03
Intent — what buyers are trying to do
Prompt-Research intent
SemrushQuestions-view intent
Semrush · PDF p.34Per-topic intent — where comparison spikes
Semrush04
Topic distribution — where demand lives vs where you win
Question demand by topic — Semrush Questions treemap
Semrush · PDF p.34
Anthropic owns
Anthropic loses
Partial
| Topic | Share of questions | Ownership |
|---|
05
The fan-out corpus — 10 clusters, 39 questions, 0 authored
06
Question × engine position matrix — all 22 replayed
Same 22 questions · four engines · one grid
Replay · n=22/engine
mentioned
absent
✓ = grounded citation
initial = first brand named
07
Who owns the prompt — first-brand slot ownership
First brand — all 88 replays
ReplayFirst brand — ChatGPT buying only
Replay08
Gap prompts — the ones you should be winning
Competitor-cited, Anthropic absent — ranked by CPC
Live keyword dataSEO-plane09
Personas-lite — the prompt set through each buyer's eyes
10
Method & honesty ledger
Prompt-volume honesty
SemrushNot collectedNOT_COLLECTED — the honest gaps
named, not hiddenElite-feature parity — match or beat
Profound · Peec · AthenaHQ · Trakkr · Semrush
Bliss Optimizer · AI Visibility · Prompt & Question Intelligence