Buyers shortlist with AI before they ever hit your site. Volexi shows which comparison answers you're losing, ships the content that wins them, and ties the channel to pipeline in GA4.
68% OF CITED PAGES AREN'T IN GOOGLE'S TOP 10/30+ SUB-QUERIES FANNED OUT PER QUESTION/1 ANSWER SHOWN, NOT TEN LINKS
THE SAAS PLAYBOOK
Win the three answers that decide your deal.
“BEST [CATEGORY] FOR [ICP]”
The shortlist answer
If you're not in this answer, you're not in the eval. Track it per persona and market; chase the exact citations that decide it.
“X VS Y”
The comparison answer
Engines love comparison pages — usually someone else's. Volexi drafts yours from the sources engines already trust.
“IS [YOUR BRAND] ANY GOOD?”
The validation answer
Late-stage buyers sanity-check with AI. Monitor sentiment and claims, and fix the sources feeding stale or wrong answers.
COMPETITIVE DISPLACEMENT
See exactly why they're cited and you're not.
For every lost answer, Volexi shows the citations carrying your competitor — the listicle, the review thread, the docs page — and queues the play that replaces them, with the draft attached.
→ ANSWER-BY-ANSWER COMPETITOR DIFFS→ CITATION FOOTPRINT PER COMPETITOR→ PLAYS RANKED BY IMPACT
"best CDP for B2B SaaS" · ChatGPT · latest scan
For B2B SaaS teams, the strongest options are Bindle for warehouse-native setups, Corvex for enterprise governance, and Marlow for teams without a dedicated data function…
Bindle cited via
g2.com · "top CDPs 2026" listicle · reddit thread
Your play
Comparison page drafted · G2 review push queued
Pipeline from AI search · QTD
SourceSignupsPipeline
ChatGPT referrals141$38k
Perplexity referrals89$27k
AI Overviews clicks64$14k
Agent traffic (markdown)—+118% crawls
PIPELINE, NOT VANITY
Report it next to paid and organic.
AI-sourced sessions, signups and influenced pipeline land in the same GA4 model as every other channel — so the "is this worth it?" conversation happens in numbers, not vibes.
"We went from 'ChatGPT never mentions us' to first name in our category's comparison answers in nine weeks. The diagnosis view told us exactly which citations to chase."