Outline Technologies — SEO, AEO & GEO Agency
AI Startups

If AI Does Not Name You,
You Are Not on the List.

Your buyers ask the models for the best tool for the job. The answer names a few, and if your product is not one of them, you are invisible to your own market. We run our proven GEO playbook on your product to fix that.

54%+
ChatGPT traffic
on one of our own products
Shortlist
is AI-generated
be on it or be invisible
Real time
you move fast
keep the web current
Own dogfood
we run this on us
the playbook is proven

The Playbook We Built on Ourselves

We are not an agency that read about GEO and started selling it. We run a portfolio of our own products, and we built this method because our own survival depended on it. One of those products earns more than half of its traffic from ChatGPT referrals. That number is not a case study we borrowed, it is a thing we made happen by getting the fundamentals right and earning the mentions, and it is the same work we bring to your product.

AI startups are the buyers who least need convincing that this matters. Your customers are AI-native, which means they ask models for tools more than anyone, and the model's answer is your shortlist. If it does not name you, you are not in the running for a large and rising share of your market. You already understand this. What you usually do not have is the time, because the entity work, the content, the community presence, and the constant upkeep as you ship are real hours a building team cannot spare.

That is the gap we fill. We run the exact playbook, entity clarity, comparison ownership, genuine presence where developers gather, and maintenance that keeps pace with your pivots, so the models describe the product you are today and recommend it when it counts. It is our GEO and LLM SEO work, pointed at the companies who feel its absence most sharply.

Startup Challenges

What Makes AI Startups Different

The Models Decide Your Category's Shortlist

When a developer or buyer asks an assistant for the best tool to do a job, the model names a few. If your product is not one of them, you are not on the shortlist for a huge and growing share of your market. For an AI-native product, being absent from AI answers is an existential gap, not a marketing footnote.

You Move Faster Than the Web Knows You

Startups ship and pivot faster than the models re-learn who you are. A month-old positioning can be invisible while the models still describe an older version of you, or nothing at all. Keeping the web's understanding of your product current is ongoing work that most founders never get to.

Your Buyers Live Where AI Reads

Developer and technical audiences gather in exactly the sources the models weight most: technical communities, comparison threads, documentation, and expert discussion. That is an advantage if you show up there well, and a quiet loss if your competitors own those conversations and you do not.

Founders Know the Theory, Not the Hours

AI founders understand GEO better than most. That is not the constraint. The constraint is time: the entity work, the content restructuring, the community presence, and the ongoing maintenance are real hours that a shipping team does not have. Knowing what to do and having the bandwidth to do it are different problems.

Our Approach

How We Get You on the Shortlist

Define the Product as a Clear Entity

We make the models understand exactly what your product is, what job it does, and who it is for, expressed consistently everywhere they look. For a fast-moving startup, this is the foundation that lets a model recommend you confidently instead of describing a stale or fuzzy version of you.

Own the Comparisons Buyers Ask About

Your buyers ask the models for alternatives, comparisons, and best-tool-for lists. We build the content and third-party presence that gets you fairly represented in those answers, so when someone asks how you stack up against the incumbent, the model has a clear, accurate case for you.

Show Up Where Developers Actually Are

We build genuine presence in the technical communities, comparison threads, and expert discussions the models read most heavily, the same sources your buyers trust, so your product is part of the conversation the models synthesize their answers from.

Keep It Current as You Ship

We fold visibility maintenance into your pace, updating the web's understanding of your product as you launch and pivot, so the models describe the version of you that exists now. This ongoing work is what separates a startup the models recommend from one they half-remember.

FAQ

AI Startup Questions

Why does an AI startup specifically need GEO?+
Because your buyers use AI to find tools, and an AI-native audience does it more than anyone. When a developer or buyer asks a model for the best tool for a job, the answer names a short list, and being absent from that list removes you from consideration for a large and growing share of your market. For a product whose customers live inside AI, GEO is not optional marketing, it is distribution.
We understand GEO already. What do you actually add?+
Execution and hours. AI founders usually grasp the theory better than most clients, so we are not there to explain it. We are there to do it: the entity definition, the content restructuring, the community presence, and the constant maintenance as you ship and pivot. Knowing what to do and having a team with the bandwidth to do it consistently are different things, and the second is where we help.
Do you really run this on your own products?+
Yes, that is where the playbook comes from. We operate a portfolio of our own products, and we built this method to grow them before we offered it as a service. One of them earns more than half its traffic from ChatGPT referrals. We are running the same work on our own survival that we would run on yours, which keeps the advice honest and current.
How fast can this move for an early-stage product?+
Often faster than for an established brand, because there is less to undo and the models have less fixed opinion of you to change. Clean entity work and the right community presence can get a young product appearing in model answers within weeks to a couple of months, then compounding. The main variable is how crowded and well-defined your category already is.
Can you keep up with how often we change?+
That is a core part of the offer. Startups pivot, and a static visibility setup goes stale fast. We treat maintenance as ongoing work tied to your release cadence, updating how the web and the models understand your product as it evolves, so the answer a buyer gets reflects what you are today rather than what you were two pivots ago.

Get Your Product on the AI Shortlist

We will run the queries your buyers run and show you exactly where your product surfaces, where a competitor owns the answer, and what it takes to become the recommendation.

Get Your Startup Visibility Check