AEO ScannerBuilding a citation moat: which sources LLMs trust most
The brands that dominate AI search aren't necessarily the biggest. They're the ones cited in the same handful of authoritative sources, repeatedly.
If you map every citation in every LLM answer across a category, you find a power law: the top 5 domains account for 60–70% of all citations. The top 10 account for 85%. Everything below that contributes mostly noise.
The "canonical source" pattern
In every category we've scanned — project management, AI tools, e-commerce platforms, fitness apps, anywhere — the same pattern holds. There's a small cluster of sources that LLMs trust disproportionately. Get cited in those sources and you appear in LLM answers; miss them and you don't.
Identifying your canonical sources
Run a category scan and aggregate the top domains cited across all queries. The top 10 by citation count are your targets. They're usually:
- One or two major editorial outlets (Forbes Advisor, TechRadar, Wired)
- One or two software directories or aggregators (G2, Capterra, Software Advice)
- The dominant vendor blogs in the space (they review their own competitors)
- Zapier or HubSpot category pages
- Reddit (specific subreddits where the category is discussed)
Why this is a moat
Editorial content is sticky. Once you're in a Forbes Advisor "best of" listicle, you're typically there for 2–3 years until the next refresh. That's not a one-time win — it's an annuity. Every buyer who asks ChatGPT about your category pulls from that listicle and sees you mentioned.
The compounding effect
The brands that win AEO aren't the ones who do everything. They're the ones who systematically pursue inclusion in the top 5–10 canonical sources for their category and keep that placement fresh. After 6–12 months they appear in 60–80% of LLM answers and competitors who lacked the same focus look invisible.
How to pursue placement
- Direct outreach. Find the author of the most-cited listicle. Email them. Pitch specific differentiators backed by data.
- Submission portals. G2, Capterra, Product Hunt, niche directories. Just doing the work of getting listed and keeping data current beats most competitors.
- Original data. Publish category benchmarks. Authors of canonical listicles cite the original source — that's a backdoor into editorial coverage.
- Comparison pages. Your own "vs" pages often rank well enough that LLMs cite them as primary sources.