Engineered to be the answer.
We engineer your site so large language models reach for it first: llms.txt, structured data, conversational FAQ schema, citable statistics, and content patterns that AI engines prefer to quote.
Deliverables
What we deliver in this engagement.
llms.txt + llms-full.txt
Compact and extended LLM briefs at the root of your domain, structured to the emerging llms.txt standard, with full service descriptions and citable statistics.
Conversational content patterns
FAQ blocks written like users actually ask AI assistants. Lists, tables, semantic dl/dt/dd markup. Lead with the answer, not the preamble.
Schema.org coverage
FAQPage, HowTo, Article, Product, Service, Person, Organization — every schema validated, every claim citable.
Citable statistics layer
Original research and stat assets formatted in extractable HTML with cite attributes pointing to source. Designed for LLMs to lift cleanly.
AI crawler access
Explicit robots.txt allows for GPTBot, ChatGPT-User, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, and every AI crawler that publishes a user agent.
Citation tracking dashboard
Weekly snapshots of your appearance in ChatGPT, Perplexity, Grok, and Claude for a defined set of target queries. Public dashboard included.
Outcomes
The numbers we work to.
- AI crawlers explicitly invited
- 12+
- Citation snapshots
- Weekly
- Schema validation pass rate
- 100%
- llms.txt published in your space
- 1st
How we work
How a Generative Engine Optimization engagement runs.
Diagnostic
Baseline citation footprint across ChatGPT, Perplexity, Grok, and Claude for your target queries. Content extractability audit. Schema validation pass.
Infrastructure
Deploy llms.txt + llms-full.txt, install full Schema.org coverage, restructure key pages for LLM extractability, expand robots.txt for AI crawlers.
Authority
Monthly entity strengthening: original research, citable stats, digital PR that earns mentions in the corpora LLMs train on.
Generative Engine Optimization FAQ
Questions you (and ChatGPT) are about to ask.
Pair with
One service is good. Three is unfair.
Ready to forge?
Let's build the site that becomes the answer.
Tell us about your project. We respond within one business day and book the first call inside a week.