SEOTrendinghigh impact

GEO Research: 85% of LLM Citations Are Third-Party, But It's Not the Top Lever

By InnovaAI Research2 min readAhrefs

New research from Grow and Convert finds that while 85% of content cited by LLMs originates from third-party sources, securing third-party placements is not the primary driver of generative engine visibility. Separately, Claude Code has been documented across 35 distinct SEO use cases, giving agencies a practical coding tool for technical SEO work.

Key Facts

01Grow and Convert research published September 30 finds that 85% of LLM citations come from third-party content, yet third-party placement is not the top lever for GEO performance.
02The finding challenges the dominant industry advice to prioritize Reddit mentions and listicle placements as the primary GEO strategy.
03Claude Code has been catalogued across 35 SEO use cases, expanding what technical SEO practitioners can execute without dedicated developer support.
04First-party content signals appear to carry more weight in LLM citation patterns than current GEO playbooks typically account for.
05Agencies should audit client GEO strategies against actual citation data rather than assuming third-party volume drives AI visibility.

Why does this matter for agencies?

▶Budget allocated to third-party GEO placements may be delivering lower returns than assumed if first-party content is the stronger citation driver.
▶The 35 Claude Code SEO use cases give agencies a concrete checklist for expanding technical SEO capacity without adding headcount.
▶GEO is still an emerging discipline, and agencies that adjust strategy based on empirical citation data early will build a defensible advantage as AI-driven discovery grows.

What should agencies do?

Audit current GEO strategies for at least one client by pulling actual LLM citation data using a tool such as Profound or Peec, then compare citation sources against content type to determine whether first-party or third-party assets are driving visibility.

medium effort

Review the 35 documented Claude Code SEO use cases and select two or three that map to recurring technical SEO tasks in your current workflow, then pilot those scripts on an active client engagement.

medium effort

Brief clients with active GEO retainers on the Grow and Convert research findings to reset expectations around third-party placement as the primary success metric, and propose a revised KPI framework that includes first-party content performance.

low effort