Win the AI shopping shelf.
When buyers ask AI "what should I buy?", a handful of products get named — and everyone else is invisible. Track whether yours makes the shelf, in every category and on every engine.
Shopping Intelligence
Share of Recommendations
Last 30 DaysCompetitive Leaderboard
| Rank | Brand | Share | Avg Price | Rating |
|---|---|---|---|---|
1 | 42% | $145 | 4.8 | |
2 | 28% | $130 | 4.6 | |
3 | 15% | $160 | 4.7 | |
4 | 10% | $120 | 4.4 |
How Shopping Intelligence works
From shopping prompts to a ranked, scored view of the AI shelf in every category you sell.
Track shopping prompts
We run the buying-intent queries in your categories — "best X for Y" — across every tracked AI engine, daily.
Extract product mentions
Every response is parsed for the specific products it names — not just brands — including rivals you didn't know were on the shelf.
Score and rank
Each product gets mention counts, visibility, sentiment and shelf position, per engine and per category.
Benchmark the shelf
Topic-product views show the full shelf for every category — who's on it, who's climbing, and where you're missing entirely.
Built for the ChatGPT Shopping era
AI engines now recommend specific products, with carousels and citations. That shelf is the new search results page.
Product answers ≠ brand answers
Your brand can score well while a specific competitor SKU owns every "best of" answer in your category. Shopping Intelligence tracks the product layer where buying decisions actually happen.
- Mentions tracked per product, not just per brand
- Catch competitor SKUs winning your categories
- See which of your products AI actually recommends
Ranked shelves, real positions
It's not enough to be mentioned — position on the shelf matters. Every product gets its rank, sentiment and visibility per engine, so you know if you're the #1 pick or the afterthought.
- Shelf position per category and per engine
- Sentiment scores on every product mention
- Per-engine breakdown across all 8 platforms
| Rank | Brand | Score |
|---|---|---|
| 1 | 92 | |
| 2 | 88 | |
| 3 | 85 |
Spot the categories you're losing
Topic-product groupings roll the shelf up by category, surfacing where you dominate, where you trail, and which adjacent categories are within reach.
- Category-level visibility and trend lines
- Side-by-side competitor product comparison
- Early warning when a category shelf reshuffles