AI SEO / GEO / AEO strategy checklist for B2B SaaS (2026)

Check whether credible third-party sources mention your brand in the context of your category. This includes review sites, analyst mentions, press coverage, and community discussions. A gap here is real and worth closing, but don't panic-buy a GEO tool because of vendor claims like '90% of AI visibility comes from third-party sources.' Those numbers are pulled out of context.

Create custom channel groups in GA4 for ChatGPT, Perplexity, Gemini, Claude, and other AI referrers. For most B2B SaaS companies, AI traffic is around 5% of total traffic. Knowing your actual number prevents both panic and overconfidence.

Visitors from AI referrals tend to convert at higher rates than Google visitors because they arrive with more specific, high-intent queries. Track page-level and goal-level conversion rates for AI traffic segments so you can justify the channel and prioritize content that serves it.

Buyers often discover vendors through AI search, then verify those brands with a Google search later in their process before converting. Check your branded search volume trends in Google Search Console. If branded queries are growing while direct AI referrals stay small, the dark funnel is real for your company.

If you want to be recommended for a specific category, your website copy, customer-facing messaging, and third-party descriptions all need to use the language buyers actually search. Check what phrases appear in your category's top AI-generated answers and confirm your site uses those terms naturally.

Review sites like G2, Capterra, and Trustpilot feed AI models. Ask customers to mention the specific category and use case in their reviews. A review that says 'great tool' helps nobody. A review that says 'the best pipeline forecasting tool for mid-market SaaS' signals category ownership.

Ranking with a listicle and getting recommended in an AI answer are different outcomes. If your brand doesn't genuinely belong in a category, a high-ranking listicle won't get you selected by AI models. Write content that earns relevance, not just traffic.

Buyers doing AI-assisted shortlisting often search '[your category] alternatives' or '[competitor] vs [your brand].' A well-written, honest comparison page that names your category and ideal customer gives AI models clean information to cite when answering those queries.

Third-party authority matters for AI recommendation, but the goal is relevance, not volume. One mention in a respected industry newsletter or Slack community is worth more than ten generic press releases. Focus on publications your buyers actually read.