See your content landscape the way AI sees it
The Semantic Map plots your prompts, fan-out queries and cited pages by meaning — not keywords. Spot the exact clusters where competitors are cited and you are not.
Map the sub-questions AI asks
AI engines do not answer a prompt in one shot — they fan out into related sub-queries first. The Fan-Out heatmap shows which domains match each one, so you know exactly what your content is missing.
- ✓Domain Semantic Map — prompts, fan-out queries and page titles clustered by meaning, top-cited domains colored, everything else gray.
- ✓Fan-out heatmap — every sub-query type (definitional, comparison, pricing) against the domains that match it best.
- ✓Track all in one click — promote every discovered fan-out query into a fully tracked prompt at once.
Every prompt cluster, scored for coverage
Prompts are automatically grouped into topic clusters, each scored by how much of it you are cited for — so you know exactly which topic to attack next.
- ✓Cited vs total — see coverage per cluster at a glance.
- ✓Gaps flagged — the exact prompts inside a cluster where you are not cited yet.
- ✓Prioritized by size — attack the clusters with the most prompts at stake first.
Query your semantic map from any AI agent
The same clusters, fan-out queries and gaps you see on the map are exposed as MCP tools — so your coding or research agent can pull the exact content gap it needs to fix, without leaving the terminal.
- ✓One server, every AI client — FlowHunt, Claude Code, Codex, Cursor.
- ✓Live tools, not exports — query gaps and clusters on demand.
- ✓Read and act — from where is the gap to a drafted fix in one conversation.
Ready to find your content gaps?
Free check · 14-day trial · no credit card