Free AI agent audit for Shopify catalogs (1.2M open captures)
Details
- External ID
- 48400007
- Source
- HN
- Company
- —
- Product
- Free AI agent audit for Shopify catalogs (1.2M open captures)
- Website domain
- aicatalogscore.com
- Launched
- June 4, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.12568306010928962
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- developer tools for ai agents
- Vertical
- Retail & commerce
- Function
- Agent / copilot
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai agent audit for e-commerce catalogs
- Manually corrected
- False
Could you build this?
Yes This is a web scraper and LLM analysis tool that fetches publicly available Shopify catalog JSON endpoints, evaluates product fields against readiness heuristics using an LLM, and displays the report on a dashboard.
Discussion
1 comment analyzed.
Competitors
Other products that read as similar to this one — 1125 launches clear the similarity bar, closest 8 shown.
Attention rank: #937 of 1126 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 218 days after the earliest competitor.
- Trainly · hn · 2026-04-22 · 6 upvotes · similarity 0.65
- Flows: AI Agent Builder for Precise, Reliable Ecommerce Support · yc · 2025-11-04 · 26 upvotes · similarity 0.57
- Agent Readiness Score · hn · 2026-02-17 · 5 upvotes · similarity 0.56
- Intencion · hn · 2026-06-04 · 9 upvotes · similarity 0.56
- Agentic product discovery for AI apps and shopping agents · hn · 2026-05-15 · 5 upvotes · similarity 0.55
- ClankerView · hn · 2026-05-05 · 5 upvotes · similarity 0.55
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.55
- OnlyBots · hn · 2026-03-22 · 6 upvotes · similarity 0.54
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.