What ChatGPT, Gemini, and Google AI Overviews
actually say about your brand.
AI is unbundling search. Brands that aren't surfaced — by ChatGPT, Gemini, Perplexity, Google AI Overviews — fall out of the consideration set silently. GEO Operator measures it across six engines, diagnoses why, generates the fix, ships it via Git, and proves the lift on re-test.
Who it's for
B2B SaaS & dev tools
AI referral traffic to B2B SaaS is already 2.8%–15% — the highest of any category. Get cited where buyers actually research.
Growth & content teams
Stop guessing whether your content is in the answer. Measure with confidence intervals, prove lift after every change.
Agencies
Multi-workspace, white-label-ready. Run audits and ship strategies for a portfolio of clients from one platform.
The closed loop
Every other tool stops at monitoring. GEO Operator closes the loop: it ships the fix and proves the lift.
Measure
Probe each engine N times; record retrieved → cited → mentioned with Wilson 95% CIs.
Diagnose
Detect retrieval gaps, mention-without-citation, weak prompts, and per-engine disparities.
Generate
Produce a publish-ready content brief + FAQ JSON-LD + outreach target list + worldview corrections.
Publish
Ship the artifact straight to your content repo (Git commit or PR), full provenance kept.
Re-test
Re-audit and prove lift — significance flagged only on non-overlapping CIs, not on noise.
Live case studies
Real measured data, refreshed on every deploy. See the full ranking in The AI Visibility Index →
Linear
Project management Medium risk
Universally mentioned by AI, but rarely cited — recommended via third-party listicles, not Linear's own pages.
PostHog
Product analytics Medium risk
AI's top-of-mind brand in product analytics — mentioned 96% of the time, #1 share of voice. Citation rate still varies sharply by engine (38% on Claude vs 8% on OpenAI).
Jira
Project management Medium risk
The incumbent. Universally known and recommended, but increasingly framed by AI as the heavy, complex option teams migrate away from.
Asana
Project management High risk
A work-management heavyweight AI knows well — but often framed as 'not dev-native', surfacing less for engineering-specific queries.
ClickUp
Project management High risk
The 'one app to replace them all' play. Strong AI mention rate, but the all-in-one breadth dilutes its dev-specific authority.
Monday
Project management High risk
A marketing-heavy 'Work OS' AI recognizes broadly — but for engineering queries it's often flagged as not dev-specific.
Notion
Project management High risk
Beloved workspace, but for issue-tracking queries AI often relegates it to a 'flexible but not purpose-built' aside rather than a top pick.
Shortcut
Project management Medium risk
Frequently named in AI answers as a Linear/Jira middle-ground — but the 2021 Clubhouse rename still muddies how engines describe it.
Six engines, one funnel
Same uniform retrieved → cited → mentioned funnel across every engine. Where engines disagree, the play is platform-specific — and our diagnosis flags it automatically.
Pricing
Start with a free audit. Pricing kicks in only when we're moving the numbers.
See exactly where your brand stands in AI answers — no card, no commitment.
- One-shot audit on your top buyer-intent prompts
- Probed across our live engines (Claude + OpenAI)
- Retrieved / Cited / Mentioned + Wilson 95% CIs
- Share-of-voice vs your competitors
- Top cited domains in your category
- Delivered as a hosted report within 24h
The full picture plus a concrete plan to fix it. Your easiest first step.
- Everything in the free audit, deeper
- Full multi-engine run + per-engine breakdown
- Worldview accuracy check vs your facts
- Prioritized 90-day remediation plan
- Publish-ready content brief + FAQ schema
- Outreach target list (domains AI trusts)
- One-time — yours to keep
We keep your AI visibility climbing — measured, fixed, and proven monthly.
- Everything in the one-time audit
- Re-audited every month, automatically
- Run-over-run lift reports (with significance)
- Fresh content brief + fixes each cycle
- Publish straight to your content repo
- Email support — cancel anytime
Honest framing
AI referral traffic is still < 1% of total web traffic globally. The disruption isn't in volume yet — it's in distribution: who gets named in the answer, and who gets dropped silently. CTR on answer-overview queries drops ~50%, the informational middle is hollowing out, and the leading metrics are platform-specific. Acting now is cheap; acting later is expensive.
Audit your brand in 24 hours.
First run is free. We'll send the report by email.