Rise to the surface in AI-driven search. Improve your visibility by influencing the sources AI trusts.
Off-site sources often influence recommendations more than your own website. We'll build a neural topic graph for your category and identifies nodes with high NCI (Neural Cluster Influence) so you know where to focus for maximum impact.
Map your category into clusters of topics and influential sources.
Score nodes with NCI so you know where impact is highest.
Connect NCI to prompt outcomes so you can explain and improve visibility.
Tag prompts by intent, monitor visibility over time, compare competitors, and see validated sources for each prompt and topic.

Add competitors to see their visibility trends, NCI scores, and source proof side-by-side with yours so you can benchmark and find new opportunities.

Each source is validated, scraped and ranked with NCI so you can understand its influence and impact on AI visibility. Focus on improving the sources that matter most.

Get notified when new discussions, lists, or source changes appear so you can respond before visibility drops.

AI answers are shaped heavily by third-party credibility - expert lists, discussions, and reviews.
How it works
Trusted sources win
Prioritizes expert lists and credible publications.
Citations matter
Values real discussions and verifiable references.
Off-site signals dominate
Third-party validation beats on-page tweaks.
What you optimize for
Backlinks dominate
Often rewards quantity patterns over relevance.
Authority patterns
Leans on domain strength and historical performance.
On-page tuning
Emphasis on technical SEO and page-level optimization.
If you only optimize for classic SEO signals, you can look “good on Google” but still get ignored by AI answers.
Start with your first category map and prompt library. Track visibility across models, then improve what AI cites using high-NCI priorities and source proof.