AI Recommendation Intelligence
When buyers ask AI what to buy in your category, a different list comes up. We’ll run your brand through ChatGPT, Claude, Gemini, and Perplexity and show you exactly where you stand. Free, delivered in 48 hours, no call required.
Run personally by Robert Hu.
431
Brands Tracked
4
AI Models
14
Categories
41
Benchmark Runs
Top brands by AI mention volume
The brands AI recommends are not always the brands consumers search for. We surface the gap between marketplace popularity and AI visibility.
Check your brand →How we analyze AI behavior
We classify AI by commercial interest
Not all AI recommendations are equal. We separate independent models (Claude), search-grounded models (Perplexity), and commerce-influenced models (ChatGPT, Gemini) to reveal how commercial integrations shift what gets recommended.
We run standardized benchmarks
Three prompts per category, same questions across every model, collected monthly. We parse brand mentions, rank position, and frequency to build comparable datasets over time.
We surface who’s invisible
Most brands never appear in AI recommendations. We identify the gaps between what AI models recommend and what consumers actually buy, so brands can act on the difference.
See the Data We Produce
A sample from our latest benchmark, delivered monthly to subscribers.
Lawn Fertilizer · Week of Apr 8, 2026
See the full report →| Agent | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | Scotts Turf Builder | Jonathan Green | The Andersons |
| Claude | Scotts Turf Builder | Lesco | Milorganite |
| Gemini | Milorganite | The Andersons | Scotts Turf Builder |
| Perplexity | The Andersons | Milorganite | Scotts Turf Builder |
How AI Models Think Differently
Each model has a distinct recommendation bias. We track these patterns so you know where your brand fits.
ChatGPT
Favors widely available retail brands with broad name recognition. Recommendations skew toward products with strong Amazon presence and high review volume.
Claude
Emphasizes product quality and specialist brands. More likely to recommend organic, science-backed, or category-specific options over mass-market leaders.
Gemini
Splits between premium and budget picks. Often includes Google Shopping-integrated brands and provides more price-conscious recommendations than other models.
Perplexity
Aggregates from review sites and forums. Surfaces niche brands that rank well on Reddit, Wirecutter, and specialist review sites but may lack mainstream visibility.
The AI Visibility Gap
AI models recommend brands based on different signals than Amazon search. A top-selling product can be completely absent from AI recommendations.
In our running shoes benchmark, Nike leads in total mentions (11) but zero AI models rank it in their top 3 recommendations. Meanwhile, brands like ASICS and Brooks (with smaller market share) dominate AI picks. This is the AI visibility gap.
Get Your Free AuditAmazon Best Sellers
Nike
#1 in Running Shoes
Marketplace visibility: dominant
AI Recommendations
Nike
Not in any model’s top 3
AI visibility: nearly invisible
Active Reports
We’ve run AI visibility benchmarks across multiple categories, tracking hundreds of brands across ChatGPT, Claude, Gemini, and Perplexity. If your category is on the list, we have data on you whether you’ve asked for it or not.
If it’s not, request it. New categories take 14 days.
Don’t see your category? Request it →
Built for Amazon and Walmart brands doing $500K to $5M in revenue.
Find out where you stand
Free. Delivered to your inbox in 48 hours. No call required.
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