For companies whose buyers ask AI before they buy
Be the brand AI recommends.
We run the whole system that gets you cited by ChatGPT, Claude, Perplexity and Gemini. Done for you.
Your audit is reviewed live on the call. It is not emailed as a PDF.
Your visibility across the AI platforms we optimize for
ChatGPT
Claude
Perplexity
GeminiThe difference
Same question. Different answer.
Without LLMReach
With LLMReach
This is the gap we close.
Our own results
This is how it looks on our own website.
Real answers and our own tracking, for the questions our buyers ask. Click any card to see it full size, with its prompt, engine and date.
AI answers vary by platform and moment, so these show the method working on those days, not a promise of identical answers.
Why SEO alone isn't enough
Ranking in Google doesn't mean AI will cite you.
Google rankings still matter. But ranking alone does not make you a source.
of the URLs AI assistants cite also rank in Google's top 10 for the same query
of those citations do not rank anywhere in Google for the original query
Source: Ahrefs, August 2025
You can't control answers. You can control sources.

Here's what you get
One complete system. Done for you.
A 90-day engagement that installs the entire Citation Stack system inside your business.
- Full prompt research, AI visibility and competitor positioning audit
- Crawlability fixes so AI crawlers can reach and read your site
- Schema and page authority signals that make your pages retrievable when a model answers
- Pages written for the agreed prompts, built to be cited
- Answers and supporting material that give AI systems something worth citing
- Genuine presence in the Reddit communities your buyers trust, nothing automated
- A baseline of your AI citations, taken before work begins
- Weekly updates on your AI visibility
Your options
Why not just hire an SEO agency?
| SEO agencyRetainer | Measurement tool + your teamSubscription | In-houseYour team | ||
|---|---|---|---|---|
| Buyer prompts identified and agreed | Keywords, not prompts | Measures only | ||
| Pages built to be retrieved by a model | Built for rankings | |||
| Content written against those prompts | For keywords | |||
| Authority where models look for sources | Rarely | |||
| AI visibility tracking | Rarely | |||
| Time from you, per week | ~1 hr review | ~12-15 hrs | ~15-20 hrs |
How it works
The Citation Stack. Five parts, one system, done for you.
- 01
Prompt research
We identify the fifty prompts your buyers use before they decide, agreed with you before work begins. These are the prompts the system is built around and the ones results are measured against.
- 02
Technical optimization
We fix the structural reasons AI systems pass over your site. Crawlability, schema, page authority signals, and the conditions that make a page retrievable at the moment a model answers.
- 03
Content
We write the pages, answers, and supporting material that give AI systems something worth citing, built for the prompts agreed in step one.
- 04
Reddit authorityWe build genuine presence in the communities your buyers trust. This is not spam, automation, or manufactured discussion. It is the kind of source activity that makes a brand a reference point rather than an unknown.
- 05
Visibility tracking
Citations per day, across the agreed prompt set, in a shared dashboard. A baseline is established before work begins. You receive weekly updates and a review every two weeks.
Most agencies run one of these. The chain only works when all five hold. You approve, we execute: about an hour a week from you.
Who this is for
This is not for everybody.
The Citation Stack works when all five parts run together, so we only take on companies where it can.
Not for you
If any of these are you.
- You expect results in a few weeks
- You want the cheapest option
- You only want one isolated part of the system
- You only want a report or an audit
For you
If this is you.
- You want the work done for you, not another report
- You can give site access and approve what we publish
- You want to improve your AI mentions and citations across different AI engines
- You're ready to commit to a 90-day window
FAQ
Questions, answered.
What do you actually need from me?
About an hour a week. You approve what gets published and read a weekly update, and you give us access to the CMS and repository so the work can happen. That is all of it.
How does the Reddit work actually work? I do not want us posting spam.
Neither do we. It is the fastest way to lose an account and take the brand with it. We join conversations that already exist, and nothing is automated.
What exactly are you measuring?
A citation, meaning a link to a page on your site inside a tracked AI response. We count the total across your whole site against a baseline taken before work starts, and you see the same measurement we do.
Do you offer a guarantee or a refund?
Yes. A minimum 30% increase in your total citations across the AI models within 90 days, measured against your own baseline. If we do not hit it, we keep working at no charge until we do. At 25% the guarantee has not been met, and we will not tell you otherwise after the fact.
We already have an SEO agency. Why would we need this too?
SEO decides whether you are eligible. This decides whether you get used as a source when an assistant answers. Different jobs, and they stack. We work alongside whoever already handles it.
Is there a minimum commitment?
90 days, because that is the window the guarantee is measured over. After that it runs month to month, without commitment.
What happens when AI models change?
You own what gets built: a site models can retrieve and content that answers what buyers ask. A model rebuilt on new data still needs sources that are structured, credible and present, and we watch for updates so you don't find out from a drop in your numbers.
Final step
Pick a time. Let's talk.
You leave knowing where the gap is, what is causing it, and which changes would matter first, whether we work together or not.
What to expect
Audit
Before the call, we run your buyers' questions through ChatGPT, Claude, Perplexity and Gemini.
Map
On the call, we show you where competitors are cited and you are not, and what's causing it.
Decide
An honest read on whether the Citation Stack fits. If it doesn't, you'll hear it on the call.
Don't see a time that works? Email Karim directly: contact@llmreach.ai