AI Business Audit
AI you can trust. Findings you can act on.
MACCE GrowthIQ™ uses AI to read your website and competitive landscape — but every finding is grounded in observable evidence and labeled with source and confidence.
How AI is used
- Crawling and parsing your public website
- Detecting business type (e-commerce, local service, legal, medical, etc.)
- Surfacing patterns across reviews, trust signals, and competitors
- Writing findings in plain English a human operator would actually use
How AI is constrained
- Contractor Test™ guardrails — if a human contractor wouldn't say it, the AI doesn't say it
- Verified-vs-estimated labels on every finding
- Revenue impact derived from a single calculation model
- Low-confidence findings are downgraded, never inflated
Read the full methodology in the Disclaimer, or run an audit now.
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