Experiential Labs
Open source AI gateway turning traffic into a better model
One API key for every model: hosted providers, your own keys, your own GPUs. Routing, access control, and attribution for everything your agents call.
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Product discovery guides
- Inside NeedSift’s Ranking Algorithm: The Formula Behind Every Score
- Introducing the NeedSift Product Activity Scanner
- How to Improve Your Product Visibility on NeedSift
- Upvotes Matter, but Product Evidence Matters More
- What Honest Product Ranking Should Look Like
- How to Become a Public Builder Without Performing Online
- Trustworthy Product Discovery in an Internet Full of Hype