AI-powered product / AI spend analytics / cost attribution

Costura

Self-hosted AI spend attribution for tracking who spent what on AI across providers, keys, and people, with figures that match provider invoices.

Clear24/30
Useful25/30
Specific16/20
Complete16/20
Costura screenshot

Why it was accepted

The crawl shows a real AI product with a specific use case: signing in to Costura, described as a self-hosted system for AI spend attribution. The page explains the core value clearly, names the data it tracks, and includes a public sample organization so visitors can see the product without access. That is enough evidence for a useful directory listing.

Weakness

The page is a sign-in gate, so a visitor still cannot see the full product UI, pricing, setup steps, integrations, or how the reporting works in practice beyond the short sample text.

Review status

6 days ago #1898 ↑ +2

Last evaluated 6 days ago. Current rank #1898. Up 2 spots in the rankings.

Score history

81

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