10,734
Tools tracked
92% have a score
The full index — 10,734 tools ranked daily from real signals. Filter, sort, click through to detail pages.
Consumer AI
Lumi
Top 25%Build websites instantly through AI chat.
Lily AI
Top 25%Lily AI’s Product Content Optimization Platform analyzes, enriches and integrates customer- and machine-optimized product data throughout retail operations from advertising to commerce.
Coding Assistants
Layers
Top 25%Meet your technical CMO. Layers understands your code, researches what
10,734
Tools tracked
92% have a score
338
Open source
3% of total
9,873
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474
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