Real Agent Cases

Write a competitor content-marketing report with ChatGPT agent

Posted
by Lisa Peyton
Last checked
Method:
How we verify

Evidence: Article or interviewA newsletter, journalist or interview account of what happened.

Context: In a comparison test: from a head-to-head AI agent review (ChatGPT agent vs Manus), not a standalone test.

Outcome

In Lisa Peyton's test, ChatGPT Agent Mode took 18 minutes to produce a 12-page narrative competitive-intelligence report on a list of competitors, with activity summaries, trend analysis, 31 cited sources and recommendations for content strategy.

Poster says:12-page report in 18 minutes; 31 sources

This is the source's own number. We haven't measured it.

Agent

ChatGPT agent

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Let's work this out together. I'll tell you what I'm after; help me sharpen the goal before you dive in, and check in with me before anything you can't undo.

Goal: Help me understand what my competitors are doing in content marketing and how to respond.

Questions to explore first: Who are the competitors, what channels matter to you, and what decision is this for?

What I need from you:
- Competitor names and sites
- Your own site and audience
- Time period to cover

Rules:
- Suggest 2–3 report shapes (narrative brief, comparison table, weekly digest) and recommend one.
- Cover each competitor's recent announcements, content themes and channels.
- Cite every claim with a link and date.
- End with specific content ideas we could act on this month.

Output: A report with a summary, per-competitor sections, sources and recommendations, plus next steps.

If any of this is unclear, tell me what you have and I'll help fill the gaps.

You'll know it worked when: you have recent, sourced findings and 3–5 concrete content moves.

Source

https://lisapeyton.com/the-ai-agent-showdown-chatgpt-vs-manus-ai-for-content-marketing-competitive-intelligence/

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