Ask ChatGPT, Perplexity, Gemini or Claude for the best [category] tool and the answer names a few products. Answer engine optimization puts yours on that list: features, pricing, integrations and security stated as plain facts, docs machines can read, mentions where engines look. Judged on the paying users those answers send. Start with a free check: 20 queries, 4 AI engines, your position, in 48 hours.
Buyers ask ChatGPT for the best tool in your category. Your competitors get named. You don't.
Free AI visibility check: 20 buyer queries, 4 AI engines, your position and who is named instead, in 48 hours.
Every line below is judged by two numbers: how often an engine names you for a buyer question, and how many paying users those answers send.
Pick your niche, then swipe or tap the card - see how the brain reads the same software offer.
If you don't hook fast, the budget's already gone. That's why templates fail.
One team owns the whole funnel - from the first cognitive-trigger creative to the last dashboard.
Tap a case - we'll show the details. Figures are from live campaigns; brand names withheld under NDA.
A software shortlist can now start with one question to an AI engine: the best [category] software for a use case, [product] vs [product], [competitor] alternatives, or whether any tool does a specific job. ChatGPT, Perplexity, Gemini and Claude answer with a few names and a reason for each. Generative engine optimization for SaaS, also called AEO, is the work of making your product one of those names, for the questions that decide a purchase.
Engines recommend what they can read and verify. That means feature and plan pages written as plain facts, pricing explained without a sales call, one page per integration, and security and compliance pages that answer what a business buyer checks. Documentation and changelogs need a structure machines can parse, and structured data ties it together, so the product name, category and capabilities read the same on every page.
Your own site is not the whole picture. LLM visibility for software also depends on what other sources say: reviews from real users, community threads where people compare tools, comparison articles and the listicles that rank for your category. AI search optimization for SaaS earns those mentions with real customers and fair comparisons, because a product that many independent sources describe the same way is easier for an engine to name with confidence.
A SaaS AEO agency should report two things. First, visibility: the same buyer questions are asked again on every engine each month, so movement in share of answers and position shows query by query. Second, revenue: visits from AI answers are tagged and followed to activated accounts, paid plans and, for sales-led products, booked demos. The free check sets the starting point: 20 queries, 4 engines, your position, in 48 hours.
20 buyer queries on ChatGPT, Perplexity, Gemini and Claude: your position, who is named instead and the sources behind each answer. Before any call.
Name the product, the category and three competitors. Your results arrive within 48 hours.