GEO (Generative Engine Optimization) Checklist

Establish `Organization` SchemaImplement comprehensive `Organization` schema on the homepage. Include `sameAs` links pointing to the brand's verified Wikipedia, Crunchbase, LinkedIn, and G2 records.

Maintain an Updated Knowledge PanelEnsure your Google Knowledge Panel is claimed, accurate, and regularly updated. LLMs still heavily rely on Google's Knowledge Graph for base entity validation.

Consistent NAP-W (Name, Address, Phone, Website)Ensure the target brand's core entity details are perfectly consistent across all Tier-1 third-party directories.

Dominate High-Trust AggregatorsSecure positive sentiment and high review volume on platforms known to be in LLM training corpuses (G2, Capterra, Reddit, StackOverflow, TrustRadius).

Digital PR & Brand MentionsDrive natural, unlinked brand mentions on top-tier news sites. LLMs measure the *frequency* of co-occurrence between your brand entity and target topics.

Competitor "Vs" Content OptimizationEnsure third-party sites writing "Brand X vs. Brand Y" articles explicitly mention your brand's unique value props in high-density factual formats.

Publish Strong Opinionated ContentLLMs synthesize the consensus. Publish highly opinionated, structurally sound "Why X is better than Y" thought leadership articles to heavily influence the weights algorithms assign to industry topics.

Own the "Alternatives To" SpaceIf you challenge an incumbent, create dense web pages that directly compare features, pricing, and integrations to your competitor. Let the LLM absorb this structured comparison data.