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
Same category, opposite GEO posture — the data is real and refreshed on every deploy.
Linear
Developer tools 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).
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 the platform on your own brand before committing to anything.
- Single one-shot audit
- Top 8 buyer-intent prompts (we'll suggest them)
- Probed against Claude + WebSearch
- Retrieved / Cited / Mentioned + Wilson CIs
- Top 15 most-cited domains in your category
- Worldview accuracy check vs. your ground truth
- Delivered as a hosted report you can share
- Email follow-up with strategy suggestions
Continuous audits, strategy, and ship-the-fix on one brand.
- All 6 engines (Claude, OpenAI, Gemini, Perplexity, AIO, Bing)
- Weekly continuous audits
- Per-engine diagnosis + remediation plan
- Auto-generated content brief + FAQ JSON-LD
- Outreach target list, worldview corrections
- Git publish (commit or PR) to your repo
- Run-over-run lift reports (with significance)
- Up to 1 brand · email + dashboard
Multi-tenant, white-label, 10 brands. For agencies and in-house portfolios.
- Everything in Pro
- Up to 10 brands across workspaces
- Multi-tenant separation per client
- White-label public reports (your domain)
- Priority engine quota
- Shared brand & strategy templates
- Slack-shared weekly digests
- Quarterly strategy review call
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.