Insights
Cross-client dataset advantage · not available to any Monitor-only competitor
Live insights
6
Regenerated nightly from your data
Clients affected
5
Across your portfolio
Dataset size
144M+
Queries in the benchmark corpus
Refresh cadence
Nightly
Fresh takes each morning
Category saturation
Affects 1
Austin roofing category has an open citation slot
ChatGPT cites a maximum of 4 roofing companies per Austin query. Two are taken by Longhorn and Restoration. Apex Roofing is competing for one of the two open slots — currently at position #5.
Affects in your portfolio
Prompt sensitivity
Affects 1
Miami luxury real estate rewards neighborhood specificity
Prompts scoped to 'Coral Gables' vs 'Miami' return entirely different agent rosters. Neighborhood pages produce 3.4× higher citation rates than city-level pages.
Affects in your portfolio
Content gap
Affects 1
Same-day service prompts are the #1 unserved intent in HVAC
'AC repair same day Dallas' returns 0 citations for 3 of your 6 clients tracked. Every HVAC page ranking here has this exact phrase in an H2.
Affects in your portfolio
Directory dependency
Affects 3
Claude cites Angi 82% of the time for home services
Any client not listed on Angi is invisible in Claude for home-services queries in every US market we've measured.
Affects in your portfolio
Review threshold
Affects 1
AI engines route personal injury queries via Google reviews at ~200 threshold
Firms crossing 200 Google reviews saw AIO citation rates jump 4.3×. Summit Law is at 188 — one campaign away from a step-change.
Affects in your portfolio
Trending topic
Affects 1
Storm damage language is trending +34% MoM in roofing AI results
AI engines are surfacing storm-damage content increasingly aggressively — likely tied to Q3 hail season indexing.
Affects in your portfolio