Visibility Score
Share of tracked prompts where an engine named you at all.
Share of Voice
Your brand mentions as a share of all brand mentions, you + 4 tracked competitors.
Average Position
Where you are named among the brands in an answer. 1 is first.
Sentiment
0-100 index of how favourably you are described when named.
Share of voice over time
Your brand against the four tracked competitors, averaged across the selected engines.
Standings
Share of voice, last 30 days.
- Northwind35.4%
- Acme Analyticsyou20.3%
- Kestrel17.1%
- Bright Harbor14.4%
- Lumen Stack12.7%
By engine
Share of voice per engine over the selected range. Six small charts beat one crowded one.
Top fixes
Ranked by expected impact on visibility, not by how easy they are.
Move the definition into the first 60 words of the warehouse-native post
Engines quote the first substantive claim on a page. Yours is currently at word 340; a competitor's definition is at word 12 of theirs, and it wins 4 of 6 runs on pr_008.
Publish llms.txt with 14 curated product URLs
Presence on brand and comparison prompts. Three engines currently resolve product facts from toolfinder.io, where your pricing model is listed incorrectly.
Add FAQPage JSON-LD to /pricing (6 Q&A pairs)
Pricing prompts are 18% of tracked volume and you are named in 21% of them. Extractable Q&A pairs are what AI Overviews quote.
Refresh the Northwind comparison page and add a FAQ block
Removes a factually stale claim two engines have quoted, and adds extractable Q&A on a page that already ranks.
Alerts
Movements worth a human look. Everything else stays in the feed.