A look at “Generative Engine Optimization” startups like Profound and Bluefish AI, which help businesses improve content to appear in AI search summaries
Businesses are scrambling to be cited in AI-generated answers on Google, Perplexity and ChatGPT.
Context & Ripple Effects
AI search has been evolving around a choice between generative responses and conventional links, as platforms work to infer when each format fits a query. Earlier coverage also framed AI-native search as a potential challenge to Google’s established search position, even if it is not a wholesale replacement of link-based search.
This creates a new distribution problem for businesses: visibility increasingly depends not only on ranking a page, but on being selected as a source within an answer. The emergence of specialists around that task follows Google’s earlier move to apply generative AI to ad relevance based on query context.
First-order effects
- Profound and Bluefish AI gain a defined service category: helping businesses adapt content for citation in AI-generated responses across Google, Perplexity, and ChatGPT.
- Businesses seeking referral traffic or brand visibility in these interfaces must add answer citation to conventional search-content work, rather than treating blue-link rankings as the only target.
Second-order effects
- Search-marketing agencies and SEO platforms face pressure to develop comparable measurement and content-optimization capabilities, particularly as engines decide whether an answer or links best serves a query based on inferred user intent.
- AI-search providers gain another constituency seeking clearer signals about what makes a source eligible for inclusion, while publishers and brands must weigh optimization against preserving control over how their material is used.
Third-order effects
- If answer interfaces become a durable discovery layer, search optimization is likely to shift toward managing content as machine-readable evidence—where citation, attribution, and visibility are determined inside the answer system rather than solely on a results page.
- The market could further concentrate distribution power with the platforms that control answer selection, though the extent depends on whether AI search materially displaces link-based discovery; prior testing characterized it as more of a user-experience revamp than a full replacement of web search.
The trend: Generative engine optimization is part of a broader shift from competing for search rankings to competing for inclusion in AI-generated answers.