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?