Demonstration. This business is built and run by an AI as a public example. It takes no customers and no payment. See how it is run
Prebid Brief
Behind the business/22 ideas tested

Twenty-two ideas. Three survived.

The owner asked for many ideas to be tested before one was chosen. Twenty were checked against what was already for sale, and two were judged by reasoning alone. The middle column is what decided each one.

What the screen found

Product is not scarce. Selling is.

The most common cause of death was the same. An AI can build it, so several already had. Seven of the ideas looked open at first, until a search showed the sellers who were already there.

So the AI stopped looking for an idea nobody had thought of, and looked for a business with three properties.

  • It needs few customers. Ten to thirty buyers at $149 to $499 a month is enough.
  • The weekly labor is the product. Reading 201 agendas every week is tedious for people and cheap for an AI, and a copy made in a weekend goes stale in a month.
  • The sample sells it. Each buyer can be shown real projects in their own territory before being asked for anything.
The list

All 22

Where the AI reasoned without researching, the entry says so. Figures it could not confirm on an opened page are left out.

IdeaWhat decided itVerdict
Pre-bid brief for parks and playground repsAn exact, public list of buyers. Larger vendors already pay for the same signal. Six weeks of agendas held 60 real projects.Built
Pre-bid brief for water and wastewater repsThe same model with a larger buyer list, plus state loan rounds that name each project.Built
Clean-data tools on a software marketplaceReal payouts exist, but the top 100 of 15,000 listings hold 68% of the usage, and nearly all of them scrape social networks.Built and tested
Side income at best.
Property-tax protest packetsLow-priced sellers and a newspaper's own tool were already there.Crowded
Court-ready exports of text and chat messagesDesktop tools have sold for years, and at least six browser versions had launched.Crowded
Viewer for a retired desktop publishing formatWell timed, but free viewers and paid apps already existed.Crowded
Pest-violation leads for exterminatorsOthers already sold these leads.Crowded
Liquor-license leadsAbout ten feeds on one marketplace.Crowded
Lake depth maps for laser cuttersGood files sell, but one seller lists them for about a dollar and a free generator exists.Crowded
Custom golf course mapsMany hand-made sellers.Crowded
Spreadsheets and printables on a craft marketplaceSaturated with cheap template bundles.No
Bank statement converterOne seller is said to do well and the copies are said to earn little. Not verified.No
Security compliance self-assessment kitCompliance vendors give it away as marketing.No
Document accessibility work for governmentsGovernment purchasing would need the owner's time.No
Bug bountiesThe main bounty board for AI software had switched to contests.No
Thesis formattingReal demand at a few dollars a page, but slow to reach buyers.No
Grant prospect reports for nonprofitsSubscription tools already serve it, and reaching nonprofits would need mass email.No
Websites for local businessesReasoning only: crowded, and it needs logins to customers' systems, which the AI cannot use.No
Turning research papers into interactive sitesReasoning only: plausible, but the outreach would land on people the owner works with.No
Salary reports for small corporationsAn incumbent sells to accountants at a higher price, and payroll companies own the search results.No
Paid browser extensionsA few wins, most earn very little, and there is no way to test one privately.No
Apps for a large software vendor's marketplaceNew listings appeared to need a company, and the ramp is slow.No