Common Business Problems
- The company has a website, but AI answers cannot confidently identify its services and expertise.
- Content makes marketing claims without sources, method, boundaries or update evidence.
- Teams track traditional rankings but not AI citations, cited URLs or qualified referrals.
Capabilities
Crawl and entity audit
Check robots, status codes, canonicals, schema, company identity and service terminology for consistency.
Answer and evidence structure
Use direct answers, definitions, tables, cases, sources and applicability boundaries to reduce ambiguity.
Topical knowledge network
Connect services, cases, guides, terminology and author entities through meaningful internal relationships.
Citation monitoring
Maintain a question set and record brand mentions, cited URLs, factual accuracy and referral conversion across AI-search products.
Deliverables
- GEO crawl and visibility audit
- Entity and topic map
- Evidence-led content backlog
- AI citation and referral tracker
Acceptance Metrics
- 01Brand mention rate for target questions
- 02Number of cited URLs
- 03Answer factual accuracy
- 04Qualified AI-search referrals
Frequently Asked Questions
Can GEO guarantee a ChatGPT citation?
No platform guarantees crawling, inclusion or citation. GEO improves the probability that public content can be discovered, understood and cited reliably, then uses monitoring to guide corrections.
Does a site need llms.txt?
It is not a guarantee for mainstream search or AI citations. Prioritize crawlable pages, clear internal structure, correct robots policies and evidence-backed content.
Does GEO conflict with SEO?
No. Reliable technical SEO is the foundation; GEO adds stronger entity clarity, direct answers, evidence and AI-citation measurement.