Pages Built for AI Model Citations, Not Just Web Crawling.
AI search engines don't rank page links — they choose which entity to cite. We restructure your content so AI models select your brand: clear structure, verifiable facts, and direct comparisons.
Your Site Was Built for 2015 Human Visitors and Google Crawlers. Not LLMs.
Typical service pages claim 'we are market leaders with a tailored approach.' AI models cannot cite marketing fluff: there are no facts, figures, or comparison criteria. When buyers ask 'how X compares to Y', models quote whoever offers a structured comparison matrix — even if their product is inferior.
How We Optimize Your Content
Cite-Worthiness Audit
Auditing core pages from an LLM perspective: what information can an AI model quote? Typically very little initially. We fix that.
Comparison & Alternative Pages
'X vs Y', 'Best tools for...', 'Alternatives to Z' — formats AI search engines quote most frequently because they answer intent directly.
Core Page Restructuring
Restructuring 10–30 key pages monthly: heading hierarchy, upfront summary answers, tables, facts, and bullet points over walls of text.
Structured Data & Machine-Readable Spec
Schema.org markup — FAQ, Service, and Organization — plus llms.txt: a plain-text file guiding AI web crawlers.
Fact-Base Engineering
Models quote verifiable claims. We transform marketing slogans into structured facts: metrics, timelines, and verifiable methodology.
Human-First Copy Quality
Written by B2B marketing specialists, not automated generators. Pages optimized for LLM citation also convert human visitors better thanks to clarity.
From Content Audit to First AI Model Citations
Page Prioritization
Using monitoring data to target high-potential pages: buyer prompts where you currently lose but can claim quick wins.
Restructuring & Copywriting
Rewriting existing pages and creating missing assets — prioritizing comparisons and buyer guides. Approved by your team.
Schema Markup & Publishing
Implementing Schema.org, llms.txt, internal linking, publishing, and requesting search engine re-indexing.
Impact Measurement
Tracking citation signals post-launch through monitoring tools and refining pages based on live response data.
What You Receive
- 10–40 restructured or newly created pages monthly (based on selected plan tier)
- Quarterly content roadmap aligned with commercial prompt maps
- Schema.org markup and site-wide llms.txt specification
- Page-level report detailing mapped buyer prompts per asset
- Page citation share trends tracked in weekly digests
Frequently Asked Questions About GEO Content
Not sure which service fits your current stage?
Schedule a 30-minute consultation — we will audit your current standing in AI search engines and recommend the best roadmap for your business.