Use case
AI Search Visibility for B2B SaaS
Siftly helps B2B SaaS companies get recommended by AI: tracking how ChatGPT, Perplexity, and Google AI Overviews position your product in "best tool" roundups and competitor-alternative answers, where SaaS shortlists now form. For SaaS, AI visibility is a pipeline metric: if the AI's comparison omits you, you're cut before the demo.
Why SaaS buyers research in AI first
SaaS buyers ask AI for structured comparisons (pricing, features, use cases) before booking demos. Owning the comparison and "best [category]" answers is the SaaS GEO priority. For SaaS companies, the highest-stakes prompts are "best [category] tool" and "[competitor] alternative": the exact queries where shortlists form before a buyer books a demo.
The SaaS playbook with Siftly
- Track category + competitor-alternative prompts.
- Benchmark share of voice vs named rivals (competitor benchmarking).
- Win comparison and use-case content.
- Close citation gaps and re-measure.
Go deeper: AI brand monitoring for B2B SaaS and the GEO guide. Method: AI brand visibility guide.
The SaaS AI visibility opportunity
For SaaS brands, AI search has changed the evaluation journey in a specific way: buyers now ask AI engines for category comparisons, tool recommendations, and feature checklists before ever visiting a vendor website.
Evaluation prompts drive purchase intent. A buyer asking "what's the best [category] tool for [use case]?" is close to a purchase decision. Being cited in that answer (with positive context) is worth far more than a mid-funnel blog rank.
Category pages and comparison pages are the highest-leverage content. AI engines pull from structured comparison content when answering recommendation queries. SaaS brands with detailed, fair, well-structured comparison pages consistently outperform those with only feature-focused content in AI citation rates.
Citation rate by ICP segment matters. A SaaS brand serving enterprise and SMB buyers should track citation rate separately by prompt type: enterprise evaluation prompts differ from SMB queries. Siftly's prompt categorization lets teams measure visibility where their buyers actually are.
Connect citations to pipeline. Tag AI referral sessions in your CRM. The session-to-trial and session-to-demo conversion rate from AI-referred visitors tells you the revenue case for GEO investment.
Questions
Frequently asked questions.
Before working with Siftly, Domu had no meaningful visibility across AI search platforms. Within a month, we moved from not showing up at all to ranking #9, with visibility gains across Google AI Overviews, Perplexity, and ChatGPT. Siftly gave us a clear view of where we stood, what was driving visibility, and what actions could move us further.
Manuel GTM, Domu · US
Keep exploring