A two-year-old company with 200 customers, no press, a handful of G2 reviews, and a domain nobody links to. When a buyer asks an AI engine "what is the best tool for X," the engine names the three incumbents. How does the startup get into that list?
It is slower than the incumbents' path, but the mechanics favor the startup in one way: engines tend to reward clarity, and startups can be clearer because fewer people edit the message.
Say exactly what you are
The incumbents describe themselves as platforms. You can describe yourself as a thing. "Invoice reconciliation for Shopify stores with more than 500 orders a month, from $49" is a sentence an engine can match to a buyer's question. "The modern commerce finance platform" is not.
Specificity is the startup's main advantage. A narrow, precise description tends to get named for narrow, precise prompts, where the incumbents' pages are too broad to match.
Write that sentence. Put it on the homepage, in Organization schema, in llms.txt, and in every profile.
Pick prompts you can actually win
Do not measure yourself on "best accounting software." Measure on the 20 prompts that describe your exact customer: "accounting tool for Shopify stores that handles multi-currency," "how to reconcile Shopify payouts with Xero." These are the prompts where the engine is looking for a specific match and the incumbents are not specific.
Run them weekly. Your share of answer on these will move long before the broad prompts do.
Answer the questions nobody else answers
Incumbents write about their category. You can write about the specific problem. "Why Shopify payouts never match your bank deposit" with an actual explanation of fees, holds, and timing is the kind of page an engine cites for the question, and once it has cited you for the question, it tends to name you for the "which tool" prompt that follows.
Write five to ten of these. Lead with the direct answer. Use real numbers from your own experience. Name your founders as authors with a line about their background. A page by a named person who has clearly done the work tends to get cited over an anonymous corporate post.
Get the technical basics right from day one
A startup has no legacy site to fight with. Allow AI crawlers in robots.txt. Render content server-side. Add Organization and Product schema with the same facts as the page. Publish llms.txt. These take a day. In our testing, a small site with clean foundations tends to get cited sooner than a large site with rendering problems, regardless of authority.
Show up where the engine already looks
Run your prompts and see what sources the engine cites. In most categories there is a subreddit, a review site, and a few comparison articles that come up repeatedly. For a startup:
- Reddit. A founder answering real questions in the category subreddit, under their own name, without pitching, builds a trail the engine can follow. This is the highest-value off-site move for an early company and costs nothing but time. No fake accounts. No asking friends to post.
- Review sites. Claim the G2 or Capterra profile, match the description to your sentence, and ask every happy customer for an honest review. Ten real reviews beat zero.
- Comparison lists. Email the authors of "best X tools" articles with two sentences on what you do and who it is for. Most will ignore you. Some will add you.
Use the incumbents' names
Write honest comparison pages: "Us vs Incumbent A for Shopify stores." State where they are better. State where you are. Engines tend to quote comparison pages that admit trade-offs and skip the ones that are one-sided. A buyer asking "Incumbent A alternatives" is a prompt you can win with this page in a way you cannot win "best accounting software."
What not to do
Do not buy backlinks, reviews, or Reddit posts. Do not publish 100 AI-written pages. Do not wait until you have "authority." Engines are looking for the clearest, most consistent, most cited answer, and a small company can be that for a narrow question.
Start here
Write the sentence. Pick the 20 narrow prompts. Fix the technical basics. Write five problem pages. Have a founder show up on Reddit. At AEO GEO Labs we see early companies move share of answer on narrow prompts within a quarter doing exactly this. The free tools from AEO GEO Labs will confirm the technical basics are right before you write a word.