More software buyers now open ChatGPT, Gemini, or Perplexity and ask which tool they should use. If your product is not in the answer, you are losing deals you never see. The good news: getting recommended by AI is not a separate game from getting found on Google. It runs on the same foundation, plus two habits most software companies skip.
Here is how it actually works, and what to do about it.
How AI decides which software to name
When someone asks an AI tool for a software recommendation, it does not invent an answer from memory. It searches the web, reads what it finds, and pulls from the same pool of pages that rank on Google. Then it leans on what other sources say about you: reviews, comparisons, and mentions across the web.
That leads to the single most important rule. If your pages do not rank, they do not get cited. AI tools recommend the products that already have a strong, findable presence. So the first move is not an AI trick. It is the same work that earns you organic rankings in the first place, which we break down in SaaS SEO vs traditional SEO.
Once that foundation is in place, two habits separate the products that get named from the ones that do not.
Habit 1: Publish across the whole buyer journey, not just your signup pages
Most software companies put all their effort into pages that ask for the sale. Those matter, but they are not what AI tools quote when someone is still figuring out their problem.
In our client work, the products that earn a steady stream of AI recommendations publish useful content across the full journey. They answer the early questions ("how do I solve this problem"), the middle questions ("what are my options"), and the late questions ("which tool is best for my situation"). When you cover all three, you give AI tools something to cite no matter where the buyer is in their thinking. When you only publish signup pages, you are invisible until the very last second, and usually too late.
This is the same content system that powers strong SaaS SEO. You are not building separate content for AI. You are building content that serves buyers and search engines, and AI rewards the same depth.
Habit 2: Get reviews, everywhere, on purpose
The second habit is the one software teams forget: review velocity. AI tools read reviews to decide how to describe a product and whether to recommend it. A product with a steady flow of recent, positive reviews across Google, Trustpilot, and the platforms specific to its category looks very different to an AI model than one with a handful of old ratings.
Treat reviews as a channel, not an afterthought. Ask for them on a schedule. Respond to them. Keep the way you describe your product consistent across every platform. In our data, the two behaviors that line up most closely with a rise in AI recommendations are exactly these: publishing across the full journey and actively building reviews. Neither is a technical hack. Both are habits.
Make your pages easy to quote
Once the foundation and the two habits are in place, a few structural choices make your pages easier for AI to lift an answer from:
- Answer the question in the first line. Do not bury the point in paragraph five.
- Use headings that match how people ask. A heading that reads like a real question signals a clean answer underneath it.
- Write honest comparison pages. When a buyer asks AI to compare tools, the comparison pages it finds are what it quotes. Show where you fit without running down anyone else.
- Keep your product facts consistent. The same name, the same description, the same details everywhere you appear.
What this looks like in practice
We work with Hedra, an AI video product. After we rebuilt their content around the full buyer journey and the structure above, revenue traced to ChatGPT and Gemini referrals roughly quadrupled inside four months, with no AI-specific gimmicks. The pages were built to rank and to answer real questions, and the AI recommendations followed.
We have seen it move fast in other categories too. A meat brand we work with, Butcher's Hook, started generating sales from ChatGPT within two weeks of the right groundwork. The pattern repeats: do the foundation well, publish across the journey, build reviews, and the recommendations come.
Results vary based on domain authority, competition, content quality, and execution consistency. Past client results are not a guarantee of future performance.
Where to start
If you want your software named when buyers ask AI for a recommendation, work the list in order:
- Fix the foundation so your important pages actually rank.
- Publish across the full journey, not just your signup pages.
- Build reviews on a schedule across the platforms that matter for your category.
- Structure your pages so an AI tool can lift a clean answer.
This is the work we run on SaaS SEO consultant engagements, bundled with generative engine optimization so your product shows up both on Google and inside the AI tools your buyers now ask first.
Frequently asked questions
Do I need a separate AI strategy from my SEO?
No. AI tools pull from the same pages that rank on Google and the same reviews buyers read. Strong search foundations and AI recommendations come from the same work. The extra pieces are publishing across the full journey and building reviews on purpose.
How fast can a SaaS product start showing up in AI answers?
It depends on where you start. Products with a healthy site and active reviews can see movement quickly. Newer products need the foundation first. We have seen recommendations begin within a couple of weeks in some categories and take a few months in others.
Why do reviews matter so much for AI recommendations?
AI tools read reviews to describe your product and judge whether to recommend it. A steady flow of recent, positive reviews across several platforms signals a trusted, active product. Old or sparse reviews signal the opposite.
Should I write comparison pages even if they mention competitors?
Yes. When buyers ask AI to compare tools, the comparison pages it finds are what it quotes. A fair, honest page that shows where you fit is one of the most valuable pages you can publish. You do not need to put anyone down to win.
