U.S. AI recommendation benchmark
See where your brand loses the recommendation in U.S. AI search
Benchmark the comparison and shortlist questions your buyers ask, then see which competitors and sources shape the answer.
Turn AI recommendations into qualified U.S. pipeline
Identify the visibility gaps that block discovery and get a prioritized plan tied to demand, content, and conversion.
- Benchmark your brand in high-intent U.S. buying questions
- Trace competitor recommendations back to cited sources and pages
- Prioritize changes by commercial impact, not a generic visibility score
Get my free reportNo sales call is required to receive the initial diagnostic.
U.S. buyersHigh-intent prompt set
CompetitiveShortlist comparison
Evidence-ledSources and pages included
MeasurableInquiry attribution retained
U.S. MARKET LENS
Built for a market where the shortlist forms fast
U.S. buyers use AI to compare vendors, validate claims, and narrow options. The audit separates broad awareness from the recommendation moments most likely to affect pipeline.A U.S. benchmark your growth team can act on
See the answer patterns, evidence gaps, and conversion paths behind your current position.

- Shortlist presenceWhere your brand is recommended, omitted, or outranked in high-intent answers.
- Evidence advantageWhich third-party sources and owned pages support competing recommendations.
- Pipeline readinessWhether AI-visible pages give qualified visitors a credible next step.
From benchmark to measurable pipeline
A focused operating loop for growth, content, and communications teams.
01
Map demand
Define the U.S. buying questions and segments that matter.
02
Strengthen evidence
Improve the pages, sources, and claims AI can rely on.
03
Prove movement
Track recommendation visibility and attributed inquiries.
