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The platform is useful with zero setup and gets a lot more capable with a key.

Free - anonymous

No signup, no key. Built so anyone can ask about any product’s pain points from their AI client and get a real answer. Every response points back to the full report on Reechee.
  • Tools / endpoints: search_products, get_pain_points (a taste - summary, top themes, a couple of quotes), get_competitors.
  • Access: read-only, rate-limited by IP (15/min, 100/day).
  • Great for: quick research, embedding “what do people dislike about X” into an agent, evaluating the data before you commit.
A paid-team key (Starter and up) turns the same REST API and MCP server into something your agents can operate.
  • Deeper reads: the full pain-point report (every theme, quote, and trend), your opportunities with filters, individual opportunity detail, your watchlist, and credit balance.
  • Safe write actions: follow / unfollow products, mark opportunities viewed, set status.
  • Higher limits: 60-1000 requests/minute by plan.

At a glance

Free (anonymous)Paid (API key)
Product search
Pain pointsTasteFull report
Competitors
Opportunities-✓ (list + detail)
Watchlist-Read + follow/unfollow
Credit balance-
Triage (viewed / status)-
MCP tools311
Rate limit15/min, 100/day (IP)60-1000/min (by plan)

Upgrade

Create a key under Settings → API keys (paid teams). See pricing for plans, and the authentication guide to start using a key.

Get your API key

Settings → API keys