The CITE Framework: My 4-Step System for Getting Brands Quoted by ChatGPT

Most AEO advice is a list of tactics. Tactics without a system collapse the moment you have to scale across 50 pages or coordinate across a team. After 18 months of running AEO programs for SaaS, ecommerce, and B2B services clients, I've reduced what works to a 4-step framework I call CITE: Clarify, Index, Trust, Echo. Every successful program I've shipped follows it. Every one that stalled skipped a step.

What is the CITE framework?

CITE is a 4-step AEO operating system. Clarify — define the buyer questions you want to be cited for. Index — make every page structurally legible to LLMs (schema, quotable blocks, fresh dates). Trust — build the entity, author, and external-citation signals that make models confident in citing you. Echo — measure citations, double down on what works, kill what doesn't. Run the loop quarterly.

Step 1: Clarify — define the prompts you want to win

Most teams skip this and end up optimizing for queries no one asks. Build a prompt set of 50–200 buyer-intent questions in your category. Pull them from sales call transcripts, support tickets, Reddit threads, and 'People also ask'. Categorize by funnel stage — definitional, comparison, how-to, troubleshooting, decision. This is your AEO scoreboard. Every page you ship is a hypothesis about which prompts it can win.

Step 2: Index — make pages legible to LLMs

Index work is the structural layer. For every priority page: (a) one 50-word quotable answer block under the first H2 directly answering the page's core question; (b) question-led H2s throughout; (c) FAQPage + Article + Person schema; (d) dateModified within 90 days; (e) at least one chart, table, or original statistic; (f) clean internal links to 3–5 related pillar pages. This is the 'most cited pages' profile from my 100-page study, codified.

Step 3: Trust — build the entity and authority signals

Trust is the off-page layer. For every author: complete LinkedIn with credentials, sameAs in Person schema, bylines on at least 5 third-party authoritative sites, ideally a Wikipedia entry once notable. For the brand: Wikidata entry, Crunchbase, Linkedin Company Page, consistent NAP, 5+ inbound citations from sources LLMs trust (Reddit threads, niche industry blogs, news mentions). Trust is the longest-lead step — start it on day one.

Step 4: Echo — measure, iterate, double down

Echo closes the loop. Every two weeks, re-run your prompt set in ChatGPT, Perplexity, AI Overviews, and Gemini. Log which pages are cited, which competitors are cited, and which prompts no one wins. Rewrite losing pages — usually they're missing a quotable block or have weak entity signals. Promote winning pages with internal links, fresh content, and external citations. The Echo loop is what compounds.

How long does CITE take to show results?

Clarify: 1 week. Index: 4–8 weeks across a content backlog. Trust: 8–24 weeks (longest tail). Echo: ongoing. First citations on long-tail prompts appear in 30–60 days; head-term citations take 3–6 months once trust signals stabilize.

A worked example: B2B SaaS in HR tech

Client started with zero ChatGPT citations on their 40 priority prompts. Clarify produced 120 prompts (we narrowed to top 40). Index pass rebuilt 22 pages over 6 weeks with full schema and quotable blocks. Trust pass added Person schema for 4 authors, secured 7 industry-blog bylines, and got the brand into 3 niche Reddit threads organically. Echo loop ran weekly. By month 4, the brand was cited in 47 of 600 ChatGPT responses across the prompt set — 0 → 7.8% citation share in the category.

Common reasons CITE stalls

Skipping Clarify and chasing vanity prompts. Doing Index on too many pages at once instead of focusing on the top 20. Underestimating Trust — you cannot shortcut entity authority with on-page work alone. Treating Echo as a 'check in next quarter' task instead of the weekly habit it needs to be.

How CITE fits with classic SEO

CITE doesn't replace SEO, it sits on top. Classic SEO covers crawlability, internal linking, link building, and ranking factors. CITE adds the AEO-specific structural and entity layers. Run them as one program, not two.

Where to go next

Pair CITE with the AEO pillar guide for context, the schema deep-dive for Index details, and the entity SEO post for Trust details. The 100-pages-cited study is the empirical evidence base for the whole framework.

Frequently Asked Questions

Can a small team run CITE solo?

Yes. A solo marketer can run CITE on 10–20 priority pages over a quarter. Above that, you need either an agency or a small content + dev team.

Is CITE a paid framework?

No. The framework is free and the playbook is in this post. Paid engagement is for the execution — research, content, schema, and ongoing Echo loops.

How does CITE differ from other AEO frameworks?

Most AEO frameworks are tactical checklists. CITE is operational — it tells you what to do in what order, who owns it, and how to measure it. The order matters: skipping Trust kills the entire program in month 4.

Do I need a separate team for CITE?

No. Embed it inside your existing SEO/content team. Add one person responsible for the Echo loop or it won't get done.

What tools do I need to run CITE?

A prompt tracking tool (Profound, Otterly, or AthenaHQ), a schema validator, and a content workflow tool. That's it.

How much does a CITE engagement cost with you?

Audit + 90-day Index roadmap starts at $4,500. Full CITE programs run $3,500–$7,500/month depending on scope.