SaaS and software businesses — why your AI visibility problem is different

SaaS businesses have an AI visibility challenge that's structurally different from local businesses or professional services: you're not competing for local queries, you're competing for category queries. "Best project management software," "CRM for small businesses," "accounting software for freelancers." These queries are dominated by review aggregators — G2, Capterra, Trustpilot, Product Hunt, and Reddit threads. AI systems that answer software recommendation queries lean heavily on these sources. If you're not present and well-reviewed on the major aggregators, you're not going to appear in AI software recommendations regardless of your structured data. **The honest priority order for SaaS businesses** 1. G2 and Capterra profiles — claimed, complete, with a meaningful review volume (50+ is a reasonable floor for appearing in AI recommendations) 2. Product Hunt listing — particularly for newer products; Product Hunt data is well-indexed by AI systems 3. Reddit presence — not manufactured, but genuine mentions in relevant subreddits (r/entrepreneur, r/smallbusiness, category-specific subreddits) 4. SoftwareApplication schema on your website with accurate pricing, features, and category 5. Organisation schema with your AI Verified hash as an identifier **What the AI Verified Passport adds for SaaS** The Passport is most useful for SaaS businesses at the "is this company legitimate?" stage of the buyer journey — when a prospect is doing due diligence before committing to a subscription. It's less relevant for the initial discovery query ("what's the best CRM?") and more relevant for the evaluation query ("is [your company] a real, established business?"). If you're pre-product-market-fit with limited reviews, the Passport is not the most useful thing you can do this week. Get the reviews first.