Ask a Shop Owner

Story angles & sources

Angles worth writing, and where the numbers come from

We would rather hand you a real angle than a launch announcement. Each one links to a public page you can cite directly.

Angles

  • Owners do not need more information

    Small business owners are drowning in advice and starving for a decision. The interesting question is not whether AI can answer, it is whether the answer came from someone who has actually run the shop.

    Answer library: How much should I charge?

  • The three percent price increase nobody takes

    Most owners have not raised prices in years. A 3% annual increase drops almost entirely to net profit, and the script for telling customers is two sentences long.

    Answer library: How often should I raise prices?

  • Peer groups cost $15k a year. What replaces them?

    Vistage, EO, and YPO sell judgment on a monthly calendar. On-demand operator advice sells the same judgment at 10:00 on a Tuesday when the decision is actually happening.

    Guide: Vistage vs EO vs YPO vs Ask a Shop Owner

  • A closed library instead of the open internet

    Every general AI tool answers from everything ever written. This one refuses to answer outside its library, and says 'I don't know' instead of guessing. That constraint is the product.

    Trust: AI policy

Coverage

If you have written about us and want the piece included, send it over.

Data we can share on request

  • The most-asked question categories across the answer library, by industry.
  • Anonymized examples of the decisions owners bring in, with the owner's permission.
  • How the closed library is built, reviewed, and what the model refuses to answer.