AI Data Guides — What AI Evaluates for Every Business Type | TrueSignal

What AI systems evaluate for every business type

Field-by-field breakdowns of every data point AI looks for when evaluating a service business — where that data lives, who publishes it, and what AI can already find.

Home Services — Trades

28

Home Services — Interior

12

Healthcare & Wellness

20

Legal

6

Professional Services

10

Auto Services

7

Personal Services

10

Education

1

What these guides are

Each guide maps the complete data landscape for a service vertical: every data point AI systems look for when deciding which business to recommend, where that data actually lives today, and what AI can already find in public sources.

The most valuable data — verified operating metrics, service mix, and customer history — is locked inside business software that AI cannot access. A TrustRecord extracts and publishes this data in a format AI systems can read, verify, and cite.

These guides are researched and maintained by the TrueSignal data team. Each reflects the actual licensing structure, certification landscape, software ecosystem, and public data sources for that vertical.