How to Get Your Startup Cited by ChatGPT

Where we used to Google everything, that's changed. LLMs like ChatGPT are now the default for how users search, for information and product recommendations alike.

A few things worth knowing: ChatGPT doesn't rank pages the way Google does. It repeats what the web already says about you. So to get cited, you don't climb a ranking, you get your product mentioned, in context, on the sources the model already trusts. You're either in the answer or you're invisible. Here's the playbook to land in the answer.

How does ChatGPT decide which startups to mention?

ChatGPT pulls from two places. The first is its training data, the huge slice of the web it learned from. The second is live search, where it browses the web in real time to answer questions about recent things. In both cases it leans on sources that are authoritative and that mention your product a lot.

Here's the key difference. For Google you optimize for a click. For ChatGPT you optimize for a mention. A backlink still helps, but what actually moves the needle for AI is your name showing up, in plain text, across pages the model reads. This process of getting recognized by ChatGPT is also called Generative Engine Optimization (GEO). If the acronyms are new to you, start with SEO vs AEO vs GEO: What's the Difference?.

Get mentioned where ChatGPT already looks

If you want to be in the answer, you need to exist on the pages ChatGPT reads to build that answer. Four sources do most of the work:

• Reddit. LLMs cite Reddit constantly, because it's real people giving real opinions. A genuine comment recommending your tool in the right thread can get pulled into an AI answer months later. We broke this down in Why Reddit Posts Boost Your Google and AI Traffic.
• Listicles and roundups. "Best tool for X" articles are exactly what the model reads when someone asks it for the best tool for X. Getting included in those roundups puts your name in the training set.
• Directories. Directory listings are pages where startups launch their tools. Models love them because they signal that a tool is credible.
• Comparison pages. "Product A vs Product B" pages teach the model where you fit and who you beat.

To get the most out of your mentions on these pages, it's best to have your name show up next to a clear description of what you do, on a page the model already trusts. The more of those you have, the more likely ChatGPT is to reach for you.

Make your own pages easy for an LLM to quote

While it can be hard to get mentioned on other people's websites, you can of course start with your own. When ChatGPT browses to your site, it needs to lift a clean fact without guessing. Give it one. Put a plain one-line description of what your product is near the top of your homepage and your about page. Say who it's for and what it does, in the words your buyers actually use.

Avoid clever taglines that hide the product. "Ship faster" tells a model nothing. "LaunchPanda submits your startup to 250+ directories to build backlinks and Domain Rating" tells it exactly when to cite you. Clear, factual, unambiguous copy is quotable copy.

Build the authority signals models trust

Then comes the harder part, getting mentions that get you into the AI pool. Authority decides whether the model trusts the page your mention sits on. That authority comes from the same place it always has: real backlinks and a healthy Domain Rating.

A good place to start is launching on directories. At LaunchPanda we focus on exactly that, giving you a vetted roadmap of directories that actually work, then making the submission process a near-clickless breeze with our extension.

Also good to know: when a model weighs two pages that both mention your competitor, it leans on the one with more trust behind it. So the backlink work you do for Google pays off twice, once in search rankings and once in whether an AI treats your mentions as credible. If Domain Rating is fuzzy for you, read What Is Domain Rating? (Plus 7 Ways to Grow It Fast).

How to check if ChatGPT already mentions you

You don't have to guess whether any of this is working. Test it directly:

1. Ask ChatGPT the buyer-intent question your customers would ask, like "what's the best tool for launching a startup?" See if you're in the list.
2. Ask it directly: "what is [your product]?" and check whether the answer is accurate, vague, or wrong.
3. Ask "what are the alternatives to [a competitor]?" and see if you come up.
4. Run the same prompts every month. The goal is to watch your name appear more often, and in more categories, over time.

If you're missing today, then you know you have work to do. Every prompt you don't show up in is a category where you need more mentions on trusted pages. Start seeding them, then check back in about a month, SEO and GEO both take time.