Traditional SEO authority does not automatically translate into LLM citations. We audit your current footprint, restructure your content for AI retrieval, and deliver a distribution plan that gets you cited in ChatGPT, Gemini, and Google AI Overviews.
Sites ranking on traditional search are getting skipped by LLMs that prefer structured, citation-friendly sources. Your position 1 ranking does not follow you into AI answers.
Most AEO advice stops at FAQ schema. LLM retrieval rewards content architecture, not tag-stuffing. The structural layer underneath your content is what gets you cited.
AI search results name 3 to 5 sources per query. If you are not one of them, the traffic is going somewhere else. Citation share compounds once it is established.
Not a slide deck. Not a list of recommendations. A complete audit, architecture plan, and distribution calendar your team can execute immediately.
We map your current 50 highest-traffic pages against how ChatGPT, Gemini, and Google AI Overviews currently retrieve information in your category. You get a scored report on which pages are citation-ready and which are dead weight.
A page-by-page restructure plan: heading hierarchy, answer-first formatting, citation anchors, schema markup priorities, and the specific content patterns that LLMs surface. Includes 10 priority pages rewritten as templates your team can replicate.
The 30+ external surfaces (Reddit, Quora, GitHub, Wikipedia-adjacent sources, industry directories, podcast transcripts, structured data feeds) that LLMs use as ground truth. We map which ones matter for your category and deliver a 90-day distribution calendar.
The exact JSON-LD blocks, FAQ markup, and HowTo schema to deploy across your priority pages. Developer-ready spec your team or ours can implement in a sprint.
A simple dashboard that monitors your brand mentions across ChatGPT, Perplexity, and Gemini using Ahrefs Brand Radar plus manual citation checks. You see whether the work is moving the needle weekly.
Every engagement follows the same structure. No scope creep, no surprise asks, no open-ended retainer.
Kickoff call, access to GSC and analytics, competitor citation analysis. We establish your baseline across ChatGPT, Gemini, and Perplexity before any work begins.
Page-level scoring, retrieval testing across ChatGPT and Gemini, restructure recommendations. Every page gets a citation-readiness score with specific, actionable fixes.
Schema specs, 10 rewritten priority pages, 90-day distribution calendar. Developer-ready JSON-LD blocks and a ranked list of external citation surfaces by category impact.
60-minute handoff call, dashboard setup, 60-day support window begins. You leave with a prioritized action list and a clear picture of what moves first.
Implementation Sprint: we execute the spec, deploy schema, and rewrite priority pages. Scoped and quoted after audit delivery based on your page count and tech stack.
No, and anyone who guarantees this is selling something. What we can guarantee is that your content will meet the structural and signal criteria that LLMs use for retrieval. Citation outcomes depend on your category competitiveness, your existing authority, and execution of the distribution plan.
Traditional SEO optimizes for Google's ranking algorithm. AEO/GEO optimizes for how large language models retrieve and cite sources when generating answers. The technical surface is different: schema priorities, content structure, external citation surfaces, and ground-truth sources LLMs actually use.
Ahrefs Brand Radar for citation tracking, manual retrieval testing across ChatGPT, Claude, Gemini, and Perplexity, Screaming Frog for technical audit, and proprietary scoring built on top of GSC data.
The audit and plan are fixed at $4,500. Implementation is a separate scope, quoted after delivery. Most clients hand the specs to their existing dev team. We can implement if you prefer.
LLM retrieval indexes update on irregular cycles. Schema and structural changes show up in retrieval within 2-8 weeks. Distribution-driven citations take 60-120 days to compound. The dashboard tracks weekly so you see motion early.
ChatGPT alone has hundreds of millions of weekly users running queries that used to go to Google. If your category is being asked about and you are not surfacing in answers, that traffic is going to whoever is. The question is whether you address it now or after your competitors lock in citation share.
14 days. $4,500 flat. Production-ready plan, not a 60-page PDF that gets shelved.