B2B buyers start their research with AI. When someone asks ChatGPT, Perplexity, Gemini, or Google AI Overviews for the "best tool for…", a comparison, or an "alternative to" a competitor, Answer Engine Optimization (AEO) makes sure your product is in the recommendation — and turns AI into a repeatable pipeline channel.
Software discovery has moved upstream. Before a buyer visits a review site or books a demo, they often ask an AI assistant to shortlist options for their specific use case, team size, and budget. That shortlist shapes the entire evaluation. If your product isn't cited, you're not even in the consideration set — no matter how good it is.
AEO lets you influence that shortlist. Unlike paid search, where costs rise and visibility stops the moment you stop paying, AI citations are earned and compound. A well-optimized comparison or use-case page can keep generating high-intent demos for months.
Be the recommended option for the specific jobs your product does best.
Show up in "X vs Y" and "alternative to [competitor]" answers where switching decisions happen.
High-intent buyers arrive pre-qualified, ready for a demo or trial.
Ensure AI answers about your space reflect your positioning, not a competitor's.
AI engines synthesize recommendations from crawlable content, structured data, documentation, and trusted third-party sources. To be the cited answer, make your product easy to understand and verify:
SoftwareApplication, FAQ, Review, and pricing schema so engines can extract features, plans, and ratings.Run a free LLM audit across your marketing site and docs, then check credibility with the E-E-A-T scanner to get a prioritized fix list.
Create and structure use-case, comparison, and alternative-to pages. Lead with a clear recommendation for a specific buyer, then back it with proof.
Expose documentation and pricing to crawlers, add software schema, and publish an llms.txt file so assistants can find and interpret your product.
Prioritize reviews and mentions on the platforms and communities AI engines cite when recommending software.
Use the Chrome extension to track which prompts surface your product, and double down on the content that wins citations.
All free, no credit card. Benchmark your AI visibility, then close the gaps.
AEO (Answer Engine Optimization) for SaaS is the practice of getting your product recommended when buyers ask AI assistants for the best tool, a comparison, or an alternative to a competitor — turning AI answers into a demand and pipeline channel.
Publish clear category, comparison, and alternative-to pages; add SoftwareApplication, FAQ, and Review schema; earn mentions on review platforms and communities AI engines trust; keep docs and pricing crawlable; and maintain consistent entity naming so LLMs associate features and use cases with your brand.
Yes. Buyers use AI early in research. Being cited as the recommended tool for a specific use case drives high-intent visits and demo requests, and compounds over time unlike paid search.