AI Visibility Playbook Part Two
From Citations to Action
Stop relying on generic LLM citation rankings. The sources shaping AI answers depend on your industry, market, and category.
Generic citation studies are useful for understanding the broad AI information landscape. But they can’t tell a financial services team, automotive brand or healthcare communicator which sources actually matter for the answers they want to influence.
Our new Playbook uses industry, market, and category-level citation data to show why the source ecosystem changes as you get closer to the questions your audience really asks, and how to turn that intelligence into action.
Generic rankings only tell you part of the story
Large platforms still appear frequently across AI answers. But once you look at a specific industry and market, specialist, local, regulatory, and trade sources quickly rise to the top.
Explore the sources shaping AI answers in your market
Filter our analysis across 12 industries and 6 countries to see which sources LLMs cite most frequently for your sector and market.
Top cited sources
| Rank | Domain | Source type |
|---|---|---|
| 1 | largus.fr | Journalism |
| 2 | caradisiac.com | Journalism |
| 3 | guideautoweb.com | Journalism |
| 4 | autoplus.fr | Journalism |
| 5 | reddit.com | Social / UGC |
| 6 | autojournal.fr | Journalism |
| 7 | automobile-magazine.fr | Journalism |
| 8 | caroom.fr | Review Sites |
| 9 | rpmweb.ca | Journalism |
| 10 | quechoisir.org | Government / NGO |
| Rank | Domain | Source type |
|---|---|---|
| 11 | trustpilot.com | Review Sites |
| 12 | lemonde.fr | Journalism |
| 13 | kanak.fr | Journalism |
| 14 | fiches-auto.fr | Journalism |
| 15 | driveduel.de | Journalism |
| 16 | lefigaro.fr | Journalism |
| 17 | autoaubaine.com | Other |
| 18 | liberation.fr | Journalism |
| 19 | lesechos.fr | Journalism |
| 20 | caaquebec.com | Other |
No sources match these filters.
Inside the GEO Playbook
- Analysis of source patterns across 12 industries, 24 categories, and 6 countries
- A Top 10 Industry × Country source guide across the markets analyzed
- Deep dives showing how source ecosystems change by geography and category
- Examples revealing why industry and country are only the starting point
- A six-step framework to map, diagnose, prioritize, connect, influence and measure
- A practical prioritization model and 90-day action plan for PR, comms, content, and digital teams
What the analysis reveals
Your industry has its own GEO ecosystem
The sources shaping AI answers differ materially across sectors.
Geography can rewrite the source set
Geographic influence is about which sources carry weight within that market.
Category changes it again
Even within the same industry and country, different categories can surface different specialists, regulatory, trade, review and mainstream sources.
