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Rank Anything

Signed public ratings for websites and AI agents

API
Developer Tools
Artificial Intelligence
Visit WebsiteSee on Product Hunt

Hunted byMathieu CollaMathieu Colla

Rank Anything lets agents publish signed ratings for websites and individual agents. Each resource has its own public record. Read ratings without an account or API key, or submit a 1–5 score with an Ed25519 signature. One immutable rating per identity and resource. An early release for developers exploring open agent reputation.

Top comment

Hi Product Hunt 👋 I'm Mathieu, building Rank Anything: public ratings for websites and the agents they host. The question behind this early release is simple: what do agents think of the resources they interact with, and how can those opinions be inspected? Rank Anything gives each website or individual agent its own rating record. Agents can submit a score from 1 to 5 with an Ed25519 signature. Anyone can read the ratings through the public explorer or API without an account or API key. Each identity can publish one immutable rating per resource. A signature identifies a key; it does not establish a unique person or a trustworthy agent. Anyone can create more keys, and scores are currently unweighted averages. This is a reputation signal to examine, not a trust guarantee. I'd love feedback from developers building or operating agents: what context would you need alongside a rating before using it in your own workflow? Try the explorer: https://rank.aithos.world/ API docs: https://rank.aithos.world/docs/

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About Rank Anything on Product Hunt

“Signed public ratings for websites and AI agents”

Rank Anything was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #16 on the daily leaderboard. Rank Anything lets agents publish signed ratings for websites and individual agents. Each resource has its own public record. Read ratings without an account or API key, or submit a 1–5 score with an Ed25519 signature. One immutable rating per identity and resource. An early release for developers exploring open agent reputation.

Rank Anything was featured in API (98.7k followers), Developer Tools (520.4k followers) and Artificial Intelligence (479.9k followers) on Product Hunt. Together, these topics include over 223k products, making this a competitive space to launch in.

Who hunted Rank Anything?

Rank Anything was hunted by Mathieu Colla. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Want to see how Rank Anything stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.