Product
Don't just measure. Improve.
Every visibility gap becomes a prioritized action — ranked by impact and effort, so you know exactly what to do next instead of staring at another dashboard.
Create "Your Brand vs Competitor A"
Publish a comparison page
Get cited by industryweekly.com
Influences 18 tracked prompts
Answer 6 missing buyer questions
Publish targeted content
How it works
We find the gaps
Missing prompts, uncited sources, and competitors pulling ahead — surfaced automatically from your tracked data.
We estimate impact and effort
Each opportunity is scored so you can prioritize what will move your visibility fastest.
You get a specific action
Not "improve your content" — a concrete brief like which comparison page to write or which source to get cited by.
You track the gain
As you act on opportunities, we track whether your visibility score actually moves.
Frequently asked questions
How is impact estimated?
Based on how many tracked prompts and engines a gap affects — a source cited across many prompts scores higher than one cited in a single answer.
Do opportunities update over time?
Yes — as your visibility changes and new prompts and sources are tracked, the list is re-prioritized.
Is this a replacement for a content or SEO strategy?
No — think of it as a prioritized input to one, specific to what actually moves AI visibility rather than general best practices.