The GEO Checklist: 12 AI Visibility Fixes You Can Ship This Week

Before You Start

This checklist is ordered by effort-to-impact ratio, not by importance. The first items take hours. The last items take weeks. Start at the top. Don't skip to #12.

"Every GEO program we've run starts with the same finding: 60% of the opportunity is structural, and the client has been ignoring it."

One honest caveat: none of these fixes will move citation share if you have nothing worth being cited for. Fix the structure, yes — but *also* have a point of view.

The Quick Wins (Ship Today)

1. Add `llms.txt` at your root

Create /public/llms.txt (or the equivalent for your stack). Include:

• Who you are.
• What you're authoritative on.
• Where the canonical content lives.

This is the emerging standard for telling AI agents what your site is. Early. Low effort. Compounds.

2. Put a visible "Last Updated" date on every key page

Generative engines weight freshness heavily for queries with a temporal component. A page dated 2024 loses to the same page dated 2026 — all else equal.

3. Add a named author to every page

A real name, linked to a real bio, with a consistent identity across the site. "Staff" and "Team" lose to named humans every time.

The Structural Fixes (Ship This Week)

4. Install `schema.org/Article` on every blog post

Minimum fields: headline, author, datePublished, dateModified, description. Use JSON-LD, not microdata. Validate with Google's Rich Results Test.

5. Add `schema.org/FAQPage` to any page with Q&A content

Literally take the questions people ask you in sales calls and put them on the relevant page with structured FAQPage markup. Generative engines love this format because it maps 1:1 to their answer pattern.

6. Add `schema.org/Organization` to your root layout

name, url, logo, sameAs (social profiles), description. This is how engines build a canonical identity for your brand.

7. Rewrite your top 5 pages to lead with the answer

For each, the first 2 paragraphs should directly answer the question the URL implies. The background, story, and framing come after. Not the other way around.

8. Add a TL;DR block at the top of every long-form page

Label it clearly ("TL;DR:" or "Key takeaway:"). 2–3 sentences max. If an LLM were to quote only this block, the user's question should be meaningfully answered.

The Depth Work (Ship Over 2–3 Weeks)

9. Build one deep "pillar" page per core topic

Pick your three most important topics. For each, build a 2,500–4,000 word pillar page that:

• Leads with the answer
• Has section headings that are themselves direct claims
• Includes specific numbers, dated examples, and named sources
• Links out to 3–5 supporting "cluster" pages on your site

10. Cross-link the cluster

Each pillar page links to 3–5 supporting pages. Each supporting page links back to the pillar. This builds topical authority — the signal that LLMs use to decide who "owns" a topic.

11. Add a "Sources" or "References" section where appropriate

Even on marketing pages. A list of the primary data, studies, or internal case studies that inform your claims. Two effects: (1) LLMs prefer defensible content, (2) it makes your page actually more persuasive to humans.

The Measurement Discipline (Ship Ongoing)

12. Build your citation scoreboard

Pick 20–50 queries your ideal customer actually types. Run them through ChatGPT, Perplexity, Gemini, Google AI Overviews, and Claude. Record who gets cited. Repeat every two weeks.

This is the only metric that tells you whether the first 11 fixes are working.

Without it, you're guessing.

What You Should NOT Do

A short list of GEO "advice" that's either useless or harmful:

• Keyword stuffing for AI. Engines are trained to recognize and penalize this. Don't.
• Generating AI content to win AI citations. The irony doesn't redeem the strategy — engines deprioritize content that reads as synthetic.
• Paying for "AI SEO" tools before you've done the structural work. The tools are downstream of the fundamentals. The fundamentals are what we listed above.
• Promising specific citation outcomes to stakeholders. Generative engines are stochastic. Directional improvement is the right target.

How to Use This Checklist

If you're a founder or operator: ship items 1–6 this week. They're near-free and compound.

If you have a content team: hand them items 7–11 and give them a two-week window.

If you need outcome measurement: build item 12 into your weekly rhythm. Or hand it to someone who will.

The Meta-Point

GEO isn't a separate discipline from "being a useful, credible source." It's the machine-readable version of the same idea: be clear, be specific, be sourced, be consistent, be cited.

The brands that win will be the ones that structure their existing credibility so the AI engines can actually find it.

Want this audited and executed for your brand? We run measured GEO programs that track citation share weekly across 5 AI engines. See the GEO service →