The purchase that stays a draft
A procurement agent that re-checks a vendor page and stops at a person, after 3 to 12 minutes.
- Category
- AI
- Who it is for
- A buyer comparing a few vendors for one repeat purchase.
- Possible model
- API
- Difficulty
- Hard
- Inspired by
- Ghost Operator · Ghost Operator
- Original launch
- Watch the launch · Oct 22, 2026
Difficulty is an editorial estimate of technical and operational complexity, not a score.
Startup idea analysis by Startup Ideas. Last reviewed Oct 22, 2026. How we read a launch.
The startup idea
Ansh posted Ghost Operator on October 22, a project for KriticalHacks26. It turns a buying requirement into verified recommendations and a draft purchase order. The repository is anshb10/Ghost-Operator-Kritical-Hacks-26. The readme says you give it an objective, not instructions. It plans the mission, finds vendors with the TinyFish Search API, and sends a web agent to each site. Important claims are re-checked on the vendor's own page and marked verified, contradicted, inferred, or unknown. A human approves. Nothing is bought or sent automatically. Every step goes into a hash-chained audit trail. A live run takes 3 to 12 minutes. The recorded vendors are US stores. A listed price is not a contract, so uncertain quotes stay drafts. Replay mode uses recorded TinyFish runs and does not need the network. The planner is Claude, or a rule-based fallback. The readme does not print a license. The post does not mention the wait, the US recordings, or the person who has to approve. This page did not buy anything.
The opportunity is the second look at the vendor's own page, before a person signs. A smaller product is one item, one recorded store, and a draft that cannot be sent. An agent that places the order is the thing the readme refuses.
Do not say it purchases. Do not call a three-minute wait instant. Do not invent a license the readme does not print.
The problem
A laptop quote on a product page is not a price at the door, and nobody re-reads every page.
Who would pay for this?
- Primary
- A buyer comparing a few vendors for one repeat purchase.
- Secondary
- A team that already uses TinyFish and will read an audit trail.
- Early adopter
- Replay mode first, then one live vendor, with a person still approving.
How could it make money?
Possible models. Nothing here is a claim about what Ghost Operator charges.
- The readme prints no price and no license.
- TinyFish and Claude are the outside services.
- The post does not name a seat.
What would the MVP look like?
- One objective in, one draft out.
- A claim marked verified or unknown, with a URL.
- The 3 to 12 minute line.
- A button that does not send the order.
How to validate the idea
- Ask five buyers whether a listed price matched the cart.
- If the run was the recording, say so. Live is the slow path.
- Do not count a draft as a purchase order that was sent.
How to differentiate
- The evidence is the vendor's page, not the agent's summary.
- Unknown is not treated as safe.
- A person still approves.
- Do not become the store.
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. Ghost Operator did not write it.
- Product
- Ghost Operator
- Source
- Ghost Operator
- Film
- Ghost Operator, it does not buy
- Posted
- Oct 22, 2026 · 3:17
Product that inspired this idea
Ansh's post says Ghost Operator turns a buying requirement into verified recommendations and a draft purchase order. It was a project for KriticalHacks26. The readme says you give it an objective, not a list of steps. It searches with the TinyFish Search API, sends a web agent to each vendor, and re-checks claims on the vendor's own page. A human approves. Nothing is bought or sent automatically. A live run takes 3 to 12 minutes. The recorded vendors are US stores. A listed price is not a contract, so anything uncertain stays a draft quote. Replay mode uses recorded TinyFish runs and does not need the network. The planner is Claude, or a rule-based fallback. The readme does not print a license. The post does not say the wait, or that the order stops at a person. This page did not place an order.
Posted by @anshb110. Watch the original launch. No separate product site is listed unless the post itself is the source.
- procurement
- agents
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