Skip to content
LuminaForge
Generative Engine Optimization

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.

  1. Diagnostic

    Baseline citation footprint across ChatGPT, Perplexity, Grok, and Claude for your target queries. Content extractability audit. Schema validation pass.

  2. Infrastructure

    Deploy llms.txt + llms-full.txt, install full Schema.org coverage, restructure key pages for LLM extractability, expand robots.txt for AI crawlers.

  3. 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.

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.