How to Write a Winning AI Agent Description

Why Your Description is Your Most Important Asset

On AgentPlays, enterprise buyers make their first judgement about your AI agent in under 10 seconds — based entirely on your title and short description. A strong description drives demo clicks and interest requests. A weak one gets scrolled past, no matter how powerful your technology is.

The 4-Part Formula

  • WHAT — What does the agent actually do, in plain language?
  • WHO — Which industry, team, or role is it built for?
  • PROBLEM — What specific pain does it eliminate?
  • PROOF — What result or outcome can buyers expect?
❌ Weak Description

"An AI-powered platform leveraging LLM-based orchestration for enterprise knowledge management and automated query resolution workflows."

✅ Winning Description

"Answers employee IT questions instantly using your internal docs — reducing helpdesk tickets by 60% and saving your team 12+ hours per week."

Short Description (150 Characters)

This is what appears on your agent card in search results. It must be punchy, specific, and outcome-focused. Start with a strong verb (Automates, Reduces, Answers, Monitors) and end with a measurable result. Avoid starting with "Our" or "A solution that".

Full Description Structure

  1. Opening sentence — the problem and who faces it
  2. Capabilities list — 4–6 bulleted features in plain language
  3. Use cases — 2–3 industries or roles this agent serves
  4. Integration note — what tools it connects to (Slack, Jira, SAP, etc.)
  5. Call to action — "Request a demo" or "Contact us for pricing"
BEFORE — WEAK 😕 Jargon-heavy · No clear benefit AFTER — WINNING ✅ Benefit-first · Clear outcome

Weak vs winning description structure — clarity always wins

Words to Avoid

  • "Revolutionary", "game-changing", "next-generation" — overused and unconvincing
  • "AI-powered solution" — this describes every listing on the platform
  • "Cutting-edge LLM technology" — buyers care about outcomes, not architecture
  • "Seamlessly integrates" — show which specific tools, not just the word
⚠️ Common Mistake

Writing your description for a technical audience. Enterprise buyers are IT directors, operations managers, and HR leads — they care about business outcomes, not model architecture. Write for the decision-maker, not the developer.

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