Generative Engine Optimization
Generative search and LLM citation strategy that secures placement across ChatGPT, Perplexity, Claude, and Google AI Overviews — where buyers increasingly research before they ever touch your site.
Tools & Platforms We Use
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Specific deliverables tailored for scale.
Each engagement is built from the same core capabilities, scoped to the goals and stage of your business.
AI visibility audits
Test buyer prompts across major LLMs and AI search surfaces; map your share of citation vs. competitors.
GEO content engineering
Listicles, comparisons, and definitional pages structured to be extracted and cited by LLMs.
Schema & structured data
Article, FAQ, Product, Organization, and Person schema implemented so AI systems can parse intent.
llms.txt + AI policy
Publish an llms.txt and content policy that tells AI crawlers what to index and how to cite.
Entity + brand signals
Wikipedia, Wikidata, and authoritative cross-references that strengthen brand entity recognition.
Prompt monitoring
Monthly tracking of brand mentions and citations across ChatGPT, Perplexity, Claude, and Gemini.
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GEO packages built around how visible you are today.
Start with a diagnostic, or run a full citation program. Every tier is executed by our senior team directly, with monthly prompt tracking so you can see movement.
AI Audit
Brands that want to know exactly where they stand in AI search before investing further.
- 50-100 buyer prompts tested across ChatGPT, Perplexity, Claude, and AI Overviews
- Share-of-citation benchmark vs. three competitors
- Schema, llms.txt, and crawlability gap analysis
- Prioritized 90-day GEO roadmap
- Live walkthrough of findings
Citation Engine
Teams ready to publish and structure content that answer engines will cite.
- Everything in AI Audit
- Monthly GEO content engineering: comparisons, definitions, listicles
- Schema and structured data implementation
- llms.txt and AI crawler policy
- Monthly prompt monitoring and citation reporting
Answer Authority
Category leaders who want to own the answer across every AI surface and traditional search.
- Everything in Citation Engine
- Entity program: Wikidata, cross-references, authoritative mentions
- GEO paired with full technical and content SEO
- Competitive displacement plan by prompt cluster
- Executive reporting on citation share and pipeline influence
Not sure which tier fits? We'll scope it on the call and recommend the smallest package that hits your goal.
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How we build AI visibility
Diagnose where you appear today, then engineer the content and signals to be cited tomorrow.
AI visibility audit
Test 50-100 buyer prompts across ChatGPT, Perplexity, Claude, and Google AI Overviews — map where you appear, where competitors win, and why.
Content + entity strategy
Build the topic clusters, comparison pages, and entity definitions LLMs prefer to cite.
Technical signals
Schema.org markup, llms.txt, structured data, and crawlability fixes that help models parse and trust the source.
Track + iterate
Monthly prompt monitoring and citation tracking so you know what's working and what to publish next.
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What you stand to gain.
Cited by the answer engines
Get named as a source when buyers ask ChatGPT, Perplexity, and Claude about your category.
Visibility beyond Google
AI Overviews, Bing Copilot, and conversational search now mediate a growing share of buyer research.
Structured for citation
Schema, llms.txt, and content formatted so LLMs can extract and attribute it cleanly.
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AI search is already changing how buyers find vendors
Buyers now ask ChatGPT and Perplexity for shortlists before they ever open Google. If you're not cited there, you're not in the consideration set.
Win citations in ChatGPT, Perplexity, Claude, and Google AI Overviews
Build the structured content and schema LLMs prefer to extract
Track share-of-citation against competitors month over month
Pair GEO with traditional SEO so organic visibility compounds across both surfaces
Future-proof organic acquisition as more search traffic shifts to answer engines
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Common Inquiries
Ready to Move the Needle?
Response within 24 hours.