Win the AI shortlist before buyers reach your pricing page.
Software buyers ask AI which tools fit their team, budget, stack and use case. Velova shows where your product appears, who gets recommended instead and what will close the gap.
the conversion rate for AI-referred visitors versus traditional organic visitors in Semrush's analysis.
Source: Semrush, 2025What buyers ask AI before they decide.
“What is the best CRM for a 50-person B2B sales team?”
See whether the product enters the initial shortlist, which competitors appear first and which requirements shape the recommendation.
“Compare Notion and Confluence for engineering documentation.”
Track head-to-head positioning, recurring strengths and objections, and the sources surrounding the answer.
“Is this platform reliable for a multi-region enterprise rollout?”
See how AI describes security, support, implementation and proof—and where current public information leaves a gap.
Feature parity makes the answer harder to earn.
Crowded software categories compress dozens of credible products into a short recommendation. Clear positioning, direct comparisons, useful documentation, current product information, authoritative coverage and strong answers to implementation questions determine whether the brand feels like the obvious fit.
How Velova runs the loop in SaaS.
Monitor the buying journey
Track discovery, use-case, comparison, integration, implementation, pricing and trust questions across leading AI surfaces.
Find the competitive gap
See the claims, pages and sources that repeatedly put another product ahead for a segment or use case.
Publish the response
Create and publish comparison pages, use-case content, FAQs, structured data, documentation improvements and outreach tied to the missed answer.
Connect visibility to pipeline
Use GSC and GA to follow movement into branded demand, AI referrals, conversions and revenue.
See the shortlist your buyers see.
Start with one category, your closest competitors and the questions that decide the deal.