Ranking used to be the whole game. Now it is a prerequisite for a game that has already moved on.
Hybrid Engine Optimization: the core idea — presence over position
Hybrid Engine Optimization (HEO) is a framework developed by Jori Ford that reframes the goal of search from ranking to being present. As AI tools like ChatGPT, Perplexity, and Google AI Overviews increasingly answer queries directly, simply ranking on a results page is no longer enough. The question shifts from "where do I rank?" to "am I part of the conversation at all?"
Queries are also changing shape. AI has turned keyword-style searches into full conversational questions, spreading user intent across search engines and AI agents alike — which means your content strategy has to account for both surfaces, not just one.
HEO: the crawl log as ground truth
A central pillar of Ford's HEO approach is using crawl logs as the most reliable source of insight available to SEOs. Unlike keyword ranking tools — which are personalized and inherently hypothetical — crawl logs reveal exactly what bots visited your site, which pages they cared about, and how frequently they returned.
For those without direct server access, Ford outlines a DIY tracking method using Google Tag Manager and GA4: set up a custom JavaScript variable to identify bots, a trigger to capture when and where they visit, and a GA4 event tag to collect the data. The result is a bot distribution report that shows which AI agents are crawling your site and which pages they prioritize.
Key questions crawl logs can answer:
- Which AI bots are actually visiting your site?
- Which pages are they prioritizing?
- How frequently are they crawling you vs. your competitors?
- Are you getting crawled at all — and if not, why not?
Training LLMs to know you exist
HEO also involves actively training LLMs to associate your brand with relevant topics. Ford notes this is less mysterious than it sounds. Repeated, relevant brand exposure in content that AI agents crawl and index does influence how those models surface your brand in responses — and it compounds over time in ways that a single well-ranked page cannot. This happens through consistent brand mentions across the web, structured on-page content, and direct submissions (for example, Perplexity Pro).
This is also where entity knowledge graph optimization becomes operational: the more clearly and consistently your brand, features, and category are named across crawlable surfaces, the more confidently models can place you in the right context when answering relevant queries.
Content strategy for HEO
To be retrievable by AI agents, Ford recommends structuring content for both human comprehension and machine extraction. That means moving away from long-form prose that buries the answer and toward formats that models can parse and quote directly:
- FAQs and Q&A blocks — directly answerable content that mirrors how AI agents retrieve information
- Glossaries and product definitions — clearly defining your brand's terms and categories
- Named entity references — explicitly naming your brand, features, and categories throughout content
- High-quality explainer blocks — chunked, scannable content that LLMs can index and retrieve in pieces
- Bulleted summaries, step-by-step guides, and linkable anchors — structured formats that both users and bots can navigate
- Open Graph tags and meta descriptions — actively extracted by AI crawlers, so treat them as content, not afterthoughts
- XML sitemaps and robots.txt — foundational hygiene to ensure bots can reach your content in the first place
Getting this right is what separates content that earns AI citations from content that exists but never gets quoted.
The HEO mindset
HEO is ultimately Ford's call for balance over panic. SEO has survived major disruptions roughly every three to five years — algorithm updates, mobile-first indexing, featured snippets — and the professionals in the field have adapted each time. AI is the latest disruption, not the final one. The practitioners who will thrive are those who test, adapt, and expand their thinking from rankings to relevance, and from position to presence.
As Ford put it at SEO Week 2025: "Hybrid just means it doesn't have to be that hard. We can figure out how to create balance."