When buyers ask AI "what tool should we use" — is your SaaS in the answer?
Tool selection now starts in ChatGPT, Perplexity and Gemini. MaxAEO shows SaaS teams exactly how AI answers buying-intent prompts in their category: whether you're named, where you rank, how you're framed, and which content earned competitors their recommendation.
Enter a domain or product name · report in ~60s · no signup
Software buyers now shortlist inside AI chats
"Best tool for X" goes to AI first
Developers, founders and ops teams ask ChatGPT or Perplexity "what's a good tool for X" before reading a single review site. The three to five names in that answer become the trial list — everyone else is invisible.
Zero-click means zero attribution
An AI recommendation doesn't show up as a referrer. Competitors get named in answer after answer while your signups flatten — and no dashboard tells you why, because the lost demand never reached your site.
Outdated or wrong framing sticks
AI may describe your product with last year's pricing, a missing integration, or a competitor comparison that's no longer true. Until the underlying sources improve, every answer repeats the stale story.
Know exactly how AI pitches your product — and your rivals
Use-case mention rate
We run real buyer prompts for your category — "best CRM for startups", "alternatives to X" — across ChatGPT, Perplexity, Gemini, Copilot and more, and measure how often your product makes the answer.
Competitor benchmarking
Your product and named competitors go through the same prompt set: who appears more, who's listed first, who gets the favourable one-liner — and which gaps you can realistically close this quarter.
Sentiment & positioning
We analyse how AI frames you — pricing, learning curve, integrations, support — and surface recurring negatives so product marketing can fix the narrative at its source.
Citation sources (where AI reads)
We track which sources AI cites for SaaS recommendations — G2-style review sites, comparison posts, docs, Reddit, blogs — so you know exactly which channels feed the answers in your category.
SaaS AEO in four steps
Step 1 · Baseline your visibility
Enter your domain or product name and get a diagnostic across major AI engines in about 60 seconds: use-case mention rate, ranking, sentiment and citations — your current seat at the table.
Step 2 · Study who wins and why
See how AI phrases winning recommendations in your category and which sources it cites — comparison pages, reviews, docs — turning competitors' coverage into a concrete content brief.
Step 3 · Ship the missing content
Publish and upgrade comparison pages, integration docs, use-case guides and review presence on the channels AI actually cites, so the next model crawl picks up your strongest story.
Step 4 · Track every release
Answers shift with each model update and competitor launch. Continuous monitoring shows whether mention rate and framing improve after each content push — AEO as a measurable growth loop.
Why SaaS teams need dedicated AEO
Built for high-consideration funnels
SaaS deals start with a shortlist and end in a trial. We measure the exact step where AI builds that shortlist — mention, rank and framing for buying-intent prompts in your category.
Positioning-aware, not just counts
It's not only whether you're named, but how: pricing framing, feature gaps, who you're compared against. Metrics map to the story AI tells buyers about you.
Feeds product marketing directly
Reports translate into a publishing plan — which comparison page to build, which review channel to invest in, which doc to rewrite — actionable by your content team this sprint.
FAQ
SEO gets your pages ranked for searches where buyers still click and compare. AEO (AI engine optimisation / answer engine optimisation) targets the recommendation itself: when a buyer asks AI for "the best tool for X", you either make the named shortlist or you don't. The two complement each other — AEO focuses on being written into the answer, not just linked under it.
For international SaaS, we focus on ChatGPT, Perplexity, Gemini, Copilot, DeepSeek and other major engines, tracking mention rate, ranking, sentiment and citation sources for buying-intent prompts. Run a free check to see the engines included in your current report.
Enter your domain or product name and get a diagnostic report in about 60 seconds: your use-case mention rate across monitored engines, approximate ranking, sentiment, and a competitor benchmark — enough to see whether you're on AI's shortlist for your category.
The report locates which sources AI cites when describing you — that's usually where the outdated pricing or missing feature lives. Fixing and refreshing those sources (docs, comparison pages, review profiles) gives AI better material; monitoring then verifies whether the framing actually improves over subsequent answers.
That's the best time. The shortlist in your category is still forming, and the report shows which sources earn competitors their seats. Building presence on those cited channels early is cheaper than displacing an incumbent later. Start with the baseline, then track movement as you ship content.
It depends on model update cycles and how quickly engines index your new content — no fixed timeline can be promised. Continuous monitoring records mention rate, ranking and sentiment after each push, so you can attribute improvements to specific content moves rather than guessing.
See how AI talks about your brand right now
Enter a domain or product name · report in ~60s · no signup
ChatGPT, Perplexity, Gemini, Copilot, DeepSeek and other names mentioned are trademarks of their respective owners. This product is not affiliated with or endorsed by these platforms.