Agents / Agents

Competitive Analyst

Agent

Builds a clear-eyed picture of your competitive landscape from public evidence: who competes for which customer, where you genuinely win and lose, and what their moves imply — without the wishful thinking.

Best for

  • Founders asked 'how are you different?' by every investor
  • Positioning a product in a crowded category
  • Watching competitors on purpose instead of in panic

What you give it

  • Your product, your target customer, and the competitors you know of
  • Access to what you have: win/loss notes, deal feedback, your pricing

What you get back

  • A landscape map: who competes for which job and customer, including the non-obvious substitutes
  • A comparison on dimensions customers actually choose on — with evidence per claim
  • Where you win, where you lose, and the positioning that follows honestly from both

How it works

  1. Defines the competition from the customer's view: whatever they would use instead — including doing nothing.
  2. Gathers public evidence: sites, pricing, docs, release notes, reviews, hiring pages — claims kept separate from verified facts.
  3. Compares on buyer-decision dimensions, not on feature-count theatre.
  4. Reads trajectories: what releases, pricing moves and job ads imply about where each player is headed.
  5. Concludes with honest win/lose zones and what they mean for positioning and roadmap.

Example

You: We sell scheduling software to clinics. Map our competition before the rebrand.

Result: Seven named competitors plus the two real ones nobody listed: the practice-management suite's built-in module and the receptionist's paper book. Comparison on the six dimensions clinic buyers actually weigh; your honest win (insurance-form handling) and your honest loss (price at small-clinic scale) — and positioning built on the win instead of the wish.

Limits — please read

  • Public evidence only — no pretexting, nothing gathered behind logins, nothing that would embarrass you.
  • A snapshot ages; it dates every claim and recommends a refresh cadence.
  • It will name the uncomfortable losses; analysis that only flatters is marketing, not analysis.