The public testing bench Scorecards, not listicles

Which AI income ideas actually work? We test them.

Real experiments, honest scorecards. See the cost, time and results of every automated income idea before you spend a weekend on it.

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Why this exists

A public testing bench for AI-native passive income. Each idea runs as a real experiment, then gets published as a scorecard.

A note on the approach

Most passive-income advice is a list of ideas with no evidence behind it. We wanted the opposite: run the idea, keep the receipts, and say plainly what it cost and what came back.

PassiveBench is built for solo operators and early founders who want income that is not tied to hours, and who are rightly skeptical of the hype. If an idea fails, the failure gets published too. That is the point of a bench.

The method

How an idea becomes a scorecard

The same four steps, every time, so scorecards can be compared side by side.

  1. Pick

    Choose one idea worth testing

    We start with a single automated, AI-native income idea. One idea per experiment, so the result means something.

  2. Run

    Build it for real

    No mockups and no hypotheticals. The idea is set up and run as an actual experiment, with the work logged as it happens.

  3. Record

    Write down the four fields

    Cost, time, effort and outcome are noted during the run, not reconstructed afterward from memory.

  4. Publish

    Release the scorecard, good or bad

    The scorecard goes out with its verdict. A failed experiment is published with the same detail as a working one.

Old way, bench way

Evidence in place of enthusiasm

A list of ideas that sound promising

One idea, run as an experiment

Income claims with no receipts

Cost, time and effort written down

Only the wins get shared

Failures published alongside successes

You find out by spending your weekend

You read the scorecard first

Questions

What skeptics ask first

What is PassiveBench?

A public testing bench for AI-native passive income. We run each idea as a real experiment and publish the cost, time, effort and outcome as a scorecard.

Who is it for?

Solo operators, side-hustlers and early founders who want income that is not tied to hours, and who want evidence before they commit time or money.

Will you publish ideas that fail?

Yes. A failed experiment gets the same scorecard as a working one. Knowing what does not work saves you the same weekend.

Is any of this a promise of income?

No. A scorecard reports what happened in one experiment. It is a record, not a guarantee that you will get the same result.

How do I get the scorecards?

Subscribe with your email below and new scorecards will be sent to your inbox.

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Read the scorecard before you build

New experiments and their scorecards, sent to your inbox. Cost, time, effort and outcome, with the failures left in.

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