Nicheloom visits: 58,238 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

prism2api

Reverse-engineered Python API for prism.openai.com

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

GITHUB · launched Sep 16, 2026 · 19 upvotes (top 41%) · 0 views

Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →

Category and tags

  • Horizontal
  • Dev tools
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Partial The Python wrapper library itself is straightforward to write, but reverse-engineering undocumented internal OpenAI endpoints and maintaining bypasses for TLS fingerprinting and bot protections requires ongoing low-level network reversing.

What it would actually take: The client must use HTTP libraries like `curl_cffi` to mimic browser TLS/JA3 fingerprints and spoof client headers against Cloudflare and OpenAI's internal endpoints. The core difficulty is ongoing reverse engineering of minified client scripts, dynamic token/CSRF generation, and evolving bot detection defenses on `prism.openai.com`.

Competitors

Other products that read as similar to this one : 2245 launches clear the similarity bar, closest 8 shown.

Attention rank: #850 of 2246 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 322 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.