Produkto
See whether AI recommends your products
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Shoppers ask AI what to buy and get a short list. Produkto measures how often ChatGPT, AI Overviews and Perplexity recommend each product in your Shopify catalog, who they pick instead, and what to fix first. Every product included on every plan.
PH · launched Nov 4, 2026 · 1 upvote (top 65%) · 0 views
Niche: generative engine optimization software · 445 launches, 47 in the last 7 days ▲ +21% · Explore this niche →
Category and tags
- Retail & commerce
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Analytics
- E-Commerce
- Search
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Partial The Shopify integration and dashboard are straightforward, but measuring AI Overviews and Perplexity recommendations requires querying those systems at scale, and AI Overviews has no public API. Reliable measurement data is the hard part.
What it would actually take: Build a Shopify app with OAuth and product sync, plus a scheduled job that runs prompt panels against LLM APIs and Perplexity and collects SERP data for AI Overviews. The core difficulty is data access and measurement methodology, including sampling, consistency, and handling of non-deterministic answers, which calls for data engineering and some research-style rigor.
Competitors
Other products that read as similar to this one : 413 launches clear the similarity bar, closest 8 shown.
Attention rank: #170 of 414 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 229 days after the earliest competitor.
- SearchMention · ph · 2026-10-20 · 2 upvotes · similarity 0.66
- AI Visibility Checker for Shopify · ph · 2026-11-13 · 1 upvotes · similarity 0.61
- Tadow AI · ph · 2026-09-30 · 2 upvotes · similarity 0.54
- PositionBird · ph · 2026-09-06 · 1 upvotes · similarity 0.54
- ShortlistTrace · ph · 2026-09-25 · 1 upvotes · similarity 0.53
- Dageno 2.0 · ph · 2026-11-01 · 2 upvotes · similarity 0.52
- Sayrank · ph · 2026-10-18 · 1 upvotes · similarity 0.52
- PickableAI · ph · 2026-10-09 · 1 upvotes · similarity 0.51
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.