Where SaaS shortlists form

B2B software buyers build shortlists by asking ChatGPT, Perplexity and Copilot — and those answers draw heavily on the review-platform layer (G2, Capterra-class), comparison content, and integration documentation. A SaaS product absent from G2 is absent from the category's AI answers; present-but-thin (3 reviews) reads as risky.

The three content engines

  • Comparison pages — "[you] vs [leader]", "alternatives to [leader]". Commercial AI queries are the fastest-growing trigger class; honest comparison pages (including the competitor's strengths) get lifted.
  • Integration content — a page per integration with real specifics; "does X integrate with Salesforce" is a quotable question with a quotable answer.
  • Pricing transparency — engines answer pricing questions from whoever publishes pricing. "Contact us" is a citation forfeit.

Trust for Chinese SaaS

Data-residency and security questions carry extra weight: SOC 2 / ISO 27001 status, data-center locations, GDPR posture. Publish as dated facts. The compliance page is a GEO asset, not legal boilerplate.

First 90 days

  1. G2/Capterra profiles complete; review generation begun.
  2. Top-3 competitor comparison pages live.
  3. Integration answer blocks for the top 10 integrations.
  4. Security/compliance facts page published.

Frequently asked questions

Should we publish pricing for GEO?
If competitors don't, publishing wins you the pricing-question citation layer by default. If enterprise pricing genuinely varies, publish ranges with drivers ('from $X/seat; volume tiers at 50+'). Any quotable number beats none.