Generative Engine Optimization (GEO)

Generative Engine Optimization is the discipline that optimises a brand’s presence in the responses generated by artificial intelligence systems such as ChatGPT, Gemini, Perplexity and Claude. Whereas traditional SEO optimises for Google’s ranking algorithms, GEO works on the source-selection logic specific to large language models (LLMs). The term was introduced in the academic paper “GEO: Generative Engine Optimization” (Singh et al., 2023).

SEO optimises for Google’s crawlers and ranking algorithms, producing positions on search engine results pages (SERPs). GEO optimises for language models, producing citations in AI-generated responses. The criteria for selecting sources differ: LLMs favour structured editorial authority, semantic consistency, presence in verified databases such as the Knowledge Graph, and the availability of primary data with a cited source. The two disciplines share part of the underlying infrastructure — domain authority, structured content, editorial profile — but require specific and distinct optimisation.

LLMs choose which sources to cite based on a set of signals that includes: the source’s domain authority, the brand’s editorial presence in authoritative publications, the semantic structure of the content (defined entities, explicit relationships, verifiable data), verified presence in Google’s Knowledge Graph and similar structured databases, and — for systems with real-time access — freshness and relevance to the query. Selection is not fully transparent: it varies by AI system, by query type and over time. Continuous monitoring is an integral part of any GEO strategy.

Yes. Bliss appears in the answers generated by ChatGPT, Gemini and Perplexity for relevant industry queries — three out of three monitored systems. This result comes from systematic work on schema markup (17 verified sameAs properties in the Organization markup), editorial profile (392 referring domains, 9 national publications including La Repubblica and Milano Finanza) and content architecture. Bliss applies to its clients the same methodology it has developed and tested on its own presence.

GEO is particularly effective for SMEs operating in specific market niches. LLMs tend to cite vertically authoritative sources on precise topics, regardless of company size. An SME that has built a solid editorial profile in a well-defined sector — through structured content, citations from industry sources and presence in verified databases — can achieve greater visibility in AI systems than larger competitors with a less defined editorial positioning.

An SEO consultant defines the organic visibility strategy, coordinates technical and content work, monitors algorithm changes and integrates SEO into the organisation’s business system. Unlike an agency delivering packaged services, a consultant works at the level of decision-making architecture: setting priorities, assessing options and supporting the in-house team in choices that have a structural impact on positioning. The advisory mandate complements internal resources rather than replacing them.

B2B SEO has specific characteristics that set it apart from B2C: generally lower search volumes, more precise commercial intent, a long sales cycle and multiple decision-makers. Positioning on low-volume but highly qualified commercial keywords produces higher-value leads than generic high-traffic keywords. In B2B, SEO is integrated with the thought leadership strategy: authoritative editorial content generates both organic traffic and sector reputation, with a multiplier effect on commercial acquisition.

Link building is the process of acquiring editorial backlinks from authoritative third-party sites. Inbound links are the main authority signal for search engines: a domain cited by reliable sources, such as news outlets, sector portals and institutions, gains a reputation that is reflected in the positioning of the entire site. Effective link building is always editorial: it is earned by producing valuable content, through digital PR and media relations, never by buying links or using artificial site networks. The quality of the backlink profile is decisive; quantity is secondary.