The eight criteria, before the filing
A free first pass that maps one achievement to the eight USCIS O-1A criteria, with the email report and the ChatGPT sign-in written next to the missing GitHub link.
- Category
- AI
- Who it is for
- A founder whose work happened outside the U.S. and who does not yet know which criterion a given achievement supports.
- Possible model
- Freemium
- Difficulty
- Hard
- Inspired by
- USCOO · USCOO
- Original launch
- Watch the launch · Oct 9, 2026
Difficulty is an editorial estimate of technical and operational complexity, not a score.
Startup idea analysis by Startup Ideas. Last reviewed Oct 9, 2026. How we read a launch.
The startup idea
Andy.Z posted USCOO on October 9. The post says he is an O-1 holder, and that he built a free open-source agent at uscoo.ai. It evaluates a profile against USCIS O-1 criteria and generates a document checklist, from his own application and the latest policy. The homepage says start free. Assess and see results without an account. Get a report by email. The ongoing workspace currently uses ChatGPT sign-in. It starts with one achievement, maps it to the eight USCIS criteria, and says no U.S. company is required to start. Self-file, or hand an organized record to counsel. The page says the founder's own case was approved in two months without an RFE. That sentence is about that case. This page did not file anything, and it did not run the assessment.
The opportunity is the map, not a promise of approval. A smaller product is one achievement, the criterion it might support, the record still missing, and a report that does not require an account. The post says the agent is open-sourced on GitHub. The homepage does not link a repository, and it does not use the word checklist. Quote that gap. Government filing fees are called out as separate from legal and translation costs. The page does not print a USCOO price.
Do not say free means the filing is free. Do not say the two months is a typical result. Do not say the code is public until a repository is on the page.
The problem
The work is real. The petition still needs a criterion, a personal contribution, and a list of what is missing.
Who would pay for this?
- Primary
- A founder whose work happened outside the U.S. and who does not yet know which criterion a given achievement supports.
- Secondary
- Counsel who wants the factual record before the first call.
- Early adopter
- One achievement, one criterion, one email report.
How could it make money?
Possible models. Nothing here is a claim about what USCOO charges.
- The post says free to use. The page says start free, and a report by email without an account.
- No USCOO price on the homepage. Government fees are listed as separate.
- The ongoing workspace currently uses ChatGPT sign-in. That is a second account, not the free assessment.
What would the MVP look like?
- One achievement.
- A map onto the eight criteria, including what record is still needed.
- A report by email, without an account.
- The ChatGPT sign-in named as the workspace, not the assessment.
- The missing repository written next to the post's open-source line.
How to validate the idea
- Ask five founders if the email report names a missing document they did not already have.
- If they only want the approval story, the map was not the product.
- Do not add a second visa class until one report is handed to counsel unchanged.
How to differentiate
- The first look does not need an account.
- Company results and personal contribution are separated.
- The founder's timeline is labeled as that case.
- Do not become a law firm that hides the government fee.
Why this could be interesting now
The post and the homepage agree on free and the eight criteria. They do not agree on a public repository. The opening is one report a founder can reject.
Original product launch
This launch is inspiration and evidence that someone shipped, not a partnership. The idea above is our reading of the broader opportunity. USCOO did not write it.
- Product
- USCOO
- Company
- USCOO
- Film
- USCOO, a path through the eight O-1A criteria
- Posted
- Oct 9, 2026 · 4:31
Product that inspired this idea
Andy.Z's post says he is an O-1 holder and built a free, open-source agent at uscoo.ai that evaluates a profile against USCIS O-1 criteria and generates a document checklist, from his own filing and the latest policy. The homepage says start free, assess without an account, and get a report by email. It maps one achievement to the eight USCIS criteria, and says no U.S. company is required to start. The ongoing workspace currently uses ChatGPT sign-in. The page says the founder's own case was approved in two months without an RFE. That is the page's account of that case. The homepage does not link a GitHub repository, and it does not use the word checklist.
Posted by @zhuangsirandy. Watch the original launch. No separate product site is listed unless the post itself is the source.
- visa
- agents
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