Make your member directory the most useful page on your site.
Most association directories are just lists of companies, not searchable, and difficult to grasp. We rebuild yours as a public, AI-searchable ecosystem map that journalists, investors, and prospective members actually use.
A living ecosystem map.
We turn your member list or a static wall-of-logos PDF into an interactive, embeddable map clustered by what your members actually do.
- Public-facing or member-only views
- Embedded on your existing website
- Quarterly refresh keeps it from going stale
"Show me healthcare AI companies."
Members and prospects ask in plain English; the map returns a grounded shortlist plus a visual cluster view.
- Trained on your taxonomy
- Shareable shortlist URLs
- Query logs reveal demand
Deduped, enriched, and tagged once.
We treat cleanup as a product step. The clean dataset flows back into your CRM.
- Entity resolution across sources
- Auto-enrichment of firmographics
- Auditable change history
Who is missing from your network?
Once your taxonomy is in place, we identify companies that fit your scope but are not yet members.
- Gap analysis against your ICP
- Prioritized member prospects
- Exports straight into your CRM
CroAI replaced a spreadsheet with an interactive map.
A national AI association was sitting on an outdated categorized list in a spreadsheet that needed to be updated. Anyone searching had to contact the busy volunteers operating the association, or work off hand-crafted PDFs from a year ago.
In four working sessions, we ingested and enriched their data, built a competency-based taxonomy, grew the database massively through user submissions, and shipped a public, AI-searchable map.
It received enormous interest from national media, even prime-time television coverage. The whole country now appreciated their strength in artificial intelligence. Investors sent love letters to the leadership of the association.
We finally had a single, public source of truth for Croatia's AI ecosystem: organized, searchable, and easy to share.
Damir Firšt, CroAI Board Member
SloAI turned a growing community into a searchable ecosystem.
Slovenia's AI entrepreneurs and practitioners were already gathering through an informal association called SloAI. But there was no systematic way to see the companies, investors, and organizations shaping the country's AI ecosystem.
To turn that fragmented landscape into something the community could use, the association engaged Data.Flowers to research, structure, and publish it as an interactive map.
The map also includes an AI chat feature, sponsored by DevRev, that gives visitors a deeper way to search by capabilities, not just by company name.
The result is a shared public reference point: a place where Slovenia's AI community can find itself, explain itself, and keep growing.
Ready to actually use your member data?
Upload your member list, get a quote in 24 hours, and have a live map within two weeks.