Product

AI Estimates and human review

What AI Estimates mean — and why MoneyGap never auto-publishes.

MoneyGap uses AI to draft guidance, metadata, prompts, and impact framing. Revenue and traffic figures labeled as AI Estimates are directional — never guarantees of ROI.

Principles

  • Drafts only — no auto-publish to CRM, email, production CMS, or main without human review
  • Human in the loop — confirm Fix Paths™ before you ship
  • Transparent labels — treat Opportunity Index™ and dollar estimates as AI-assisted signals
  • Soft-fail integrations — missing connectors never invent findings

Where you will see AI

  • Growth reports and Money Gap™ writeups
  • Copilot / Growth Concierge™ recommendations
  • IDE prompts and Developer Mode drafts
  • Growth Academy™ and Action Center content drafts (where enabled)

Good practice

  1. Read evidence and what’s missing before trusting an estimate.
  2. Prefer small, reviewable diffs for code Fix Paths™.
  3. Re-scan after shipping so deltas are measured, not assumed.