Planned example set
Semiconductors & components
Check whether product specifications are clear, whether buyers can identify an alternative source, and whether AI models assign a part to the wrong product family.
Roadmap
Industry versions will add relevant examples.
The current checks work across categories. Planned industry versions will add the products, terminology, buying questions, and customer problems that are common in each market. They will not change what the checks measure.
Planned example set
Automotive & suppliers
Check supplier level, compliance claims, and the shortlists used by engineering and purchasing teams.
Planned example set
Bicycle & specialty retail
Check whether a shop or brand is mentioned when a rider asks an assistant for a local or category recommendation.
Planned example set
Teaching & education
Check how AI describes an offer to parents, students, and institutions, and which claims create questions or doubt.
If you work in one of these categories now, run the current general audit. The future examples will make the questions more specific; they will not replace the three checks.