LLM SEO · USA

LLM SEO for what models know and what they look up

Large language models answer from two places: what they learned in training and what they retrieve at question time. Good LLM SEO works on both.

  • 6 AI platforms
  • 60 buyer prompts
  • No obligation

In short

LLM SEO is the work of shaping how large language models understand and present your business. Models answer from training data, which reflects the web at some past point, and from live retrieval, which fetches pages at question time. Retrieval responds to crawler access and clear pages; trained knowledge responds to consistent entity facts and mentions across many credible sources.

Two sources
Training data and live retrieval
Retrieval crawlers
OAI-SearchBot, PerplexityBot
Training crawler example
GPTBot
Key lever
Consistent entity facts

Why it matters

Why LLM SEO has two sides

ChatGPTAI OverviewsAI ModeGeminiPerplexityCopilot

Ask a model about your company and the answer may come from memory, from a fresh search, or both. Memory comes from training data and can be out of date. Retrieval reads current pages, but only the ones its crawler can reach and its search system selects. A business can be missing on one side and well represented on the other.

That's why the same question can produce a confident but outdated description on one platform and an accurate, cited one on another. LLM SEO looks at both halves: making sure retrieval can find your current pages, and making sure the wider web describes you consistently enough that future training reflects reality. Neither half alone is enough.

How it works

How LLM SEO works

Four levers, split between what models remember and what they fetch.

  1. 01

    Crawler access decisions

    Decide which bots to allow. Search and retrieval crawlers affect current answers; training crawlers affect what future models may learn.

  2. 02

    Entity consistency

    One accurate description of your business, repeated across your site, profiles and directories, gives models a stable picture to learn from.

  3. 03

    Mentions on trusted sources

    Industry publications, associations, reviews and partner pages are how a model learns that you exist and what you're known for.

  4. 04

    Retrievable answers

    Clear pages on your own site give retrieval systems something accurate to fetch and cite at the moment of the question.

What we do

Our LLM SEO service

Work aimed at both what models already know and what they can look up.

01

Crawler policy

A documented decision on GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot and others, implemented in robots.txt.

You getCrawler policy and robots.txt

02

Model knowledge check

We ask each platform what it knows about your business and separate memory errors from retrieval errors.

You getAccuracy findings by platform

03

Entity fact sheet

Your canonical business facts, applied across your site, schema and key profiles.

You getApproved fact sheet

04

Mention building

Targeted outreach to the publications, directories and associations relevant to your industry.

You getMention plan and progress log

05

Retrieval-ready pages

Pages that answer your buyers' questions directly, so live answers have accurate material to work with.

You getRevised priority pages

06

Measurement & reporting

Your 60 prompts tracked across six platforms, with notes on what changed and why we think it did.

You getMonthly AEO scorecard

Free · no sales call

Check your AI visibility for free

We run one real buyer prompt on the AI platforms your customers use and email you who gets named.

Side by side

Training data vs live retrieval

Training dataLive retrieval
When it's gatheredBefore the model is releasedAt the moment of the question
How currentCan be months or years oldAs current as the page fetched
Example crawlerGPTBot (OpenAI)OAI-SearchBot (OpenAI), PerplexityBot
Shows citationsNoUsually, with links
What influences itConsistent facts and mentions across the webCrawler access, indexing and clear pages
When changes showOnly in future model versionsOnce pages are fetched again

Most AI search answers mix both, which is why we work on both.

Working with us

Starting an LLM SEO project

No lock-in surprises. You see the plan, the work and the results.

Get an AEO quote
  1. Phase 1

    Free check

    A fast look at how AI platforms describe your business today, before any commitment.

  2. Phase 2

    Scope call

    We agree on prompts, platforms and where you stand on training crawlers, then quote.

  3. Phase 3

    Audit

    Model knowledge, retrieval access and entity consistency reviewed side by side.

  4. Phase 4

    Execution

    Crawler policy, fact cleanup, mentions and pages, with re-tests every month.

FAQ

Questions buyers ask us

Still unsure? Ask us anything about your situation.

Ask an AEO strategist

What is LLM SEO?

It's optimizing for how large language models understand and describe your business. It covers both the knowledge models pick up in training and the pages they retrieve when answering a question.

What's the difference between GPTBot and OAI-SearchBot?

GPTBot is OpenAI's crawler for training data. OAI-SearchBot surfaces sites in ChatGPT search, and OpenAI says sites that block it won't appear in those search answers. They're separate settings, so you can allow one and block the other.

Should I let AI companies train on my website?

It's a business decision. Some companies block training crawlers to protect original work; others allow them so models learn accurate information about them. Either way, keep search crawlers allowed if you want to be cited.

Can I change what ChatGPT already knows about my company?

Not directly. You can make sure live retrieval finds accurate pages, and correct the sources spreading wrong information, so answers improve as models and indexes refresh.

Is LLM SEO the same as AEO or GEO?

They overlap heavily. LLM SEO emphasizes the model side, meaning training and entity understanding, while AEO and GEO emphasize answers and citations. The underlying work is largely shared.

How do mentions help with LLM SEO?

Models learn about businesses from how consistently they're described across credible sources. A feature in a respected Atlanta trade publication or a listing in a state association directory tells a model more than one more page on your own site.

Find out what AI models believe about you

Start with the free check and we'll separate outdated memory from retrieval gaps you can fix.