GEO vs SEO: what citation evidence actually is

GEO is a popular label. SEO is a mature practice. Citation evidence is neither a slogan nor a ranking. It is a record.

If you keep those three ideas in one pile, you will buy the wrong tool and write the wrong report. This page separates them.

The short distinction

SEO measures how pages are discovered, ranked, and clicked in search systems. Citation evidence records whether a selected AI answer used your verified domain as a source. GEO, in most marketing usage, mixes those jobs and adds content advice.

Keep the evidence layer separate from the action layer. Cited is the evidence layer. Site and content work, including Learn Domains, is the action layer.

What SEO already measures

• Rankings and SERP features
• Clicks, impressions, and pages
• Index coverage and crawl issues
• Backlinks and referring domains
• Technical health

Those remain useful. They do not tell you whether ChatGPT, Perplexity, Claude, Gemini, or a Google AI Overview cited your page for a prompt you care about.

What GEO usually claims

Most GEO writing promises visibility inside generated answers. Some of that work is ordinary content and site craft: clearer pages, better internal links, fewer contradictions. Some of it is observation: did the answer cite you?

The observation is the part that needs a receipt. The rest is still SEO, content, or product marketing under a new name.

What citation evidence actually is

Citation evidence is a structured note from a monitored answer. It is attributable to a verified domain. It can be reopened. It is not a vibe, a screenshot folder, or a made-up score.

• Prompt
• Surface
• Timestamp
• Source URL
• Evidence excerpt
• First seen and last observed

That is the object AI citation monitoring is built to produce.

Four labels worth keeping separate

Mixing those labels inflates reports. Use citations vs mentions as the shared vocabulary.

Why screenshots are not GEO

A screenshot is a moment. GEO-as-strategy needs a method. The method needs records you can reopen. If the file cannot answer prompt, surface, source, and time, it is not evidence.

A one-off LLM visibility audit is the method. Monitoring is how the method stays current.

Where Cited sits

Cited monitors the prompts and supported surfaces you choose, then classifies citations, mentions, recommendations, and misses. The inbox, alerts, and exports are described on how it works.

You can start with a snapshot at /scan. Plans for recurring checks start at $19/month on pricing.

What Cited is not

• An SEO suite
• A crawler
• A content generator
• A replacement for Search Console
• A guarantee of more citations

FAQ

Keep the words honest

Call SEO what it is. Call citation evidence what it is. Use GEO only when you mean a mix of those jobs, and then say which part you are doing. The receipt is the part Cited keeps.