ProdWorth is a productivity AI agent for To assess the readiness of an AI application for launch by identifying critical gaps in functionality, reliability, and code quality. Pricing: not stated on the product page. As of 2026-10-22, KanonAgent records 2 upvotes. First indexed by KanonAgent on 2026-08-02.
An automated tool that scans live AI applications and their source code to determine whether they're ready for public release, with clear feedback on what needs fixing.
2 upvotes
Tracked by Kanon since Aug 2, 2026
no signal yet
status
8/100
momentum · conf 0.46
61d
tracked since 2026-08-22
0
evidence records
No signal event on file yet — status is unknown, not "quiet".
📈 Timelinewhat changed, and when
first observedKanon started keeping permanent history for this agent
🔎 Known / Unknown
16 of 23 fields unknown
Machine-callable
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Open source
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Self-hostable
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Bring your own key
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Autonomy level
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unknown
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Pricing model
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Integrations
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“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
🤖 Agent teardown · productivity
Job to be doneTo assess the readiness of an AI application for launch by identifying critical gaps in functionality, reliability, and code quality.
Who it is forAI product teams / developers
Traction · why it is risingIt streamlines the decision-making process around product launches by turning subjective judgment into objective, actionable feedback.
Why it matters
It tackles a crucial bottleneck in AI product development—knowing when something is actually ready to ship—making it a vital tool for real-world deployment.
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FAQ
What is ProdWorth?
An automated tool that scans live AI applications and their source code to determine whether they're ready for public release, with clear feedback on what needs fixing.
What does ProdWorth do?
To assess the readiness of an AI application for launch by identifying critical gaps in functionality, reliability, and code quality.
Why does ProdWorth matter?
It tackles a crucial bottleneck in AI product development—knowing when something is actually ready to ship—making it a vital tool for real-world deployment.
How popular is ProdWorth?
As tracked by KanonAgent: 2 upvotes (first indexed 2026-08-02).
What are the best ProdWorth alternatives?
Similar AI agents tracked by KanonAgent: openhuman, Athenify, vellum-assistant, NexoMind AI, Hey Noah, CREEM 2.0.
