Honest prototype · May 2026
AI Adoption Agent
An autonomous agent that finds B2B prospects, classifies their AI maturity, and drafts segment-specific outreach.
Built as a working demo — designed to live under gomogroup.com. Prototyped by Andreas Persson.
Known Limitations — read before drawing conclusions
- • Classifications are based on public website text only — no insider knowledge, filings, or LinkedIn data.
- • The Heatmap is a hand-seeded Phase 1 sample of 27 Västsverige companies, not a statistical survey.
- • AI maturity scores reflect what companies publish publicly, not what they actually do internally.
- • Outreach drafts are never sent automatically. They are starting points, not finished emails.
- • Costs shown on run pages are real, measured from the Claude API — never estimated.
How it works
1
Search
Serper.dev finds B2B companies matching your ICP from Google results.
2
Scrape
Homepage and About pages are fetched to build a public content profile.
3
Classify
Claude Haiku scores each company 1–5 on an AI maturity rubric.
4
Outreach
Claude Sonnet drafts a segment-specific email. You copy it. Nothing is sent.
See it work on your ICP
Paste in your ideal customer profile. The agent runs in under 90 seconds.