Skip to content
intentional...

Sector intelligence

What AI is saying about your sector.

We're investigating how AI represents international organisations to their key stakeholders — and where the narrative breaks down.

Briefing coming soon

12

Organisations studied

8

AI platforms

150+

Conversations captured

12

Page briefing

The study

12 purposeful organisations working on global challenges. 8 AI platforms — ChatGPT, Claude, Gemini, Google AI Overviews, Grok, DeepSeek, Perplexity, and Meta AI.

3-turn conversations simulating real stakeholder research: donor due diligence and beneficiaries seeking services. ~150 conversations capturing responses, source citations, and AI-suggested follow-ups.

Over 60% of search is now AI-generated. Your stakeholders aren't Googling you — they're asking ChatGPT. And the answer they get depends on which platform, how they ask, and how deep they dig.

What we're looking for

  • 01

    What sources is AI actually citing about you?

  • 02

    How much do platforms disagree about you?

  • 03

    How current is AI's picture of you?

  • 04

    Where does your narrative break as conversations deepen?

  • 05

    What is AI steering people to ask about you next?