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Research — Entity SEO

Entity SEO research for B2B SaaS

Research into entity-based optimisation for AI search — how knowledge graph presence, Wikidata profiles, and structured entity data influence brand recommendations across every major AI platform.

Content in Production

Entity SEO Research — coming soon

Entity SEO is the single most durable AI Visibility investment a B2B SaaS company can make. Our research programme quantifies the citation lift from entity optimisation across all major AI platforms.

What's being produced
  • Citation lift from Wikidata profile creation — platform-by-platform data
  • How entity attribute completeness affects AI recommendation confidence
  • Entity recognition accuracy across ChatGPT, Gemini, Claude and Perplexity
  • Knowledge graph signals that correlate with AI recommendation frequency
  • Entity SEO case studies across B2B SaaS verticals
In the meantime

Related resources you can use now

While this section is in production, these existing resources cover adjacent topics you'll find useful.

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