Overview
Use this skill to compare a small, relevant competitor set without inventing traffic, revenue, or customer data.
Workflow
- Define market, buyer, price band, and geography.
- Select three to five direct competitors and explain inclusion criteria.
- Capture positioning, offer, proof, UX, content, and observable acquisition signals.
- Separate facts, estimates, and hypotheses.
- Recommend low-cost validation experiments.
Expected output
A source-linked comparison matrix, opportunity gaps, risks, and three tests ranked by cost and learning value.
Limitations
Public pages cannot prove revenue, conversion rate, or ad profitability.