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Research five competitors into a structured report in 15 minutes

Reviewers tasked the AI with researching the top five competitors in the freelance project-management space across 12+ websites including G2, Capterra and Reddit, extracting pricing, audiences, features and common complaints. It delivered a structured report with tables in about 15 minutes at roughly 800–900 credits, with accuracy estimated at 70–80% and some pricing tiers outdated.

This only partly worked. Read what happened before you try it.

How it works

  1. Brief the AI with five competitors and the fields to extract
  2. Agent browses 12+ sites (G2, Capterra, Reddit and vendor pages)
  3. Extract pricing, target audience, top features and complaints
  4. Assemble a structured report with tables
  5. Reviewers verify facts manually

Why it’s worth knowing

A multi-site research sweep finished unattended in about 15 minutes — with a fifth of it needing correction.

Where it’s from

Summarized from a public post on ailect.com. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be
2The prompt, with the steps
3The check when it’s done
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