Validate
AI-assistedAI inventories evidence; the human confirms the business goal.
Captures current evidence, identifies friction, and produces five prioritized recommendations with explicit limits.
User-selected scenario, not an expected outcome.
Current level 3/5. Potential level 4/5 in 1–3 months.
AI inventories evidence; the human confirms the business goal.
AI drafts findings and prioritization.
Outreach is drafted but never sent automatically.
A human reviews the audit before client delivery.
A human owns invoicing and client follow-through.
Approval applies to the exact action once. It is not blanket permission.
Approve every service pitch before sending.
Confirm authorization before viewing analytics or private data.
Approve the exact audit before client delivery or public sharing.
The human reviews and sends the invoice.
/goal Goal: produce a bounded, evidence-linked conversion audit for one approved page or flow. First confirm the business goal, intended user, primary conversion, access authorization, baseline evidence, and exclusions. Capture only observable or authorized evidence across message clarity, trust, information order, interaction friction, accessibility, mobile behavior, performance, and measurement gaps. Never invent analytics or promise conversion lift. Create an annotated issue inventory with evidence, severity, affected user, and confidence. Select exactly five recommendations and rank them by expected decision usefulness, implementation effort, reversibility, and evidence strength. Provide proposed copy or interaction changes only where the evidence supports them. End with a client-ready brief, limitations, and a measurement plan. Wait for explicit approval before outreach, client-data access, delivery, public sharing, or invoicing. Stop on unauthorized access, missing evidence, regulated claims, or any request for guaranteed results. MILESTONES 1. Authorize and baseline: Goal, user, conversion, access, and available evidence are recorded. 2. Audit friction: Issues include screenshots or direct observations and confidence. 3. Prioritize: Five recommendations have rationale, effort, and limits. 4. Prepare handoff: Report and measurement plan pass human review. COMPLETION CRITERIA 1. Every finding links to evidence 2. Exactly five prioritized recommendations 3. No invented analytics or lift promise 4. Human-approved client handoff BUDGET CEILING $50 USD EXTERNAL-ACTION GATES 1. Outreach — Explicit approval: Approve every service pitch before sending. 2. Use client data — Explicit approval: Confirm authorization before viewing analytics or private data. 3. Publish — Explicit approval: Approve the exact audit before client delivery or public sharing. 4. Invoice — Explicit approval: The human reviews and sends the invoice. STOP CONDITIONS 1. Unauthorized access 2. Insufficient evidence 3. Unsupported performance claim 4. Budget ceiling reached
Projected scenarios never appear here as observed outcomes.
Goal has not completed a recorded audit run.
No model test date recorded
Catalog baseline; exact version must be recorded at first test
A freelancer or agency productizing a bounded website audit. · Produce a defensible, client-ready conversion audit without promising a lift.