🔒 PROAI Code Review Acceptance Lab
Help engineering teams test AI code review products on the same seeded pull requests with known ground truth before purchasing or enabling them broadly, producing a quality
Turn project-relevant material from a full ChatGPT or Claude export into a selective, traceable context handoff pack without uploading the archive.
At a glance
Heavy users moving among ChatGPT, Claude, and Gemini cannot carry long-term context. Official full-account ZIPs are unwieldy, while feeding the entire archive into another model is expensive, exceeds context, and leaks unrelated private information. Users need selective, verifiable handoff material.
Differentiation Opportunity
Local-only processing
legacy and sharded formats
keyword/date/project selection
message source pointers
branch/duplicate/conflict/missing-file checks
context.md, decisions.md, open-questions
★ Measured entry keyword
ChatGPT export viewer
Volume/mo
30
KD
—
🔒 The playbook is behind the wall
Free readers get the opportunity and the evidence. Members get the measured keyword data, the SERP breakdown, how far this can rank and how fast, and the full build plan.
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This report unlocks for everyone on 2026-11-15
Target User
Users: AI power users, consultants, researchers, creators, developers.
Core Function
browser ZIP/JSON import
ChatGPT/Claude legacy and sharded format detection
local search/filter
conversation/message selection
branch and source-ID preservation
token estimate
duplicate/conflict/sensitive/missing-attachment warnings
Differentiation
Local-only processing
legacy and sharded formats
keyword/date/project selection
message source pointers
branch/duplicate/conflict/missing-file checks
context.md, decisions.md, open-questions
Primary
$39 concierge migration.
Secondary
$19 lifetime advanced pack export.
🔒 The lines above are the model’s basic take — the full playbook is for members
The monetization playbook maps 4 paths — who pays, at what moment, how much — each checked against free alternatives, differentiation, and path friction, with measured CPCs as evidence of willingness to pay.
See how to unlock ↑
8h MVP Checklist
Don't Build
SEO Keywords
Free preview · roughly the first quarter
🔒 PROHelp engineering teams test AI code review products on the same seeded pull requests with known ground truth before purchasing or enabling them broadly, producing a quality
🔒 PROFind and repair paths where untrusted content influences privileged AI agents in GitHub Actions, without uploading private code to an LLM.
🔒 PROHelp mobile/edge AI teams generate a reproducible benchmark pack for their target devices and real task, upload device results