Monitor
AI answer monitoring
See what every engine answers about you — cited or missing, per prompt.
ChatGPT“best AI visibility platform”Cited
Gemini“how to track brand in AI answers”Missing
Perplexity“tools that monitor AI citations”Cited
The AI visibility platform for marketing, SEO & PR teams
Measure & improve
your AI visibility.
Citosaur monitors what AI answer engines say about you, finds the gaps where competitors win, creates the content that closes them, and proves the lift — across ChatGPT, Gemini, Perplexity, AI Overviews, Claude & Copilot.
Free AI-visibility report · work email · no login.See how it works
app.citosaur.comLive
Tracking promptHigh intent
“
Sample data — the whole loop in 15 seconds
Tracked across
ChatGPTPerplexityGeminiGoogle AI OverviewsClaudeCopilot
Your buyers ask ChatGPT, Gemini and AI Overviews before they ask you. For marketing, SEO, PR and brand teams, being recommended in those answers is the new front line — one you can finally measure and improve.
0%of marketers say AEO/GEO already moves pipeline — and 0% are increasing spend in 2026.
Source — Conductor, State of AEO/GEO 2026 · 250+ marketers~0%
AI's share of referral traffic — and climbing ~1pt a month
>$0M
VC poured into the category in 18 months
~0%
of AI referrals come from ChatGPT
Market data — the shift itself, not Citosaur results
Buyers ask AI first.Most brands are invisible there.
No way to see which AI answers you're losing
The old SEO playbook doesn't move models
Rivals are already the cited answer
You can't fix what you can't see. Citosaur shows you — then ships the fix
Understand. Analyze.Build. Measure.
Not a dashboard that stops at a score. Citosaur runs the full loop — so marketing, SEO and PR teams can see, diagnose, act and prove, without an agency or a data team.
Understand
See exactly how ChatGPT, Gemini, Perplexity and AI Overviews describe your brand across the buyer prompts that matter — with the sentiment behind every mention.
Engine check
ChatGPT“best crm for startups”Cited
Gemini“best crm for startups”Missing
Analyze
Score your presence on every engine, benchmark named competitors, and pinpoint the prompts where a rival is winning the citation instead of you.
Share of AI answers
Rival A51%
You34%
Build
Turn each gap into work you can ship — pick a content pipeline and get the pages and answers that make the models start reaching for you.
Pipeline for this gap
Comparison page
Head-to-head vs. Rival A
Measure
Track the lift with confidence intervals, attribute what actually moved, and get alerted the moment visibility shifts — yours or a rival's.
Presence · last 90 days
+9 presence
Measure it. Then move it.Understand → Analyze → Build → Measure, every cycle sharper.
Everything your teamneeds to win AI answers.
Analyze
Prompt volume analysis
Find the high-intent buyer prompts with real volume — and your share.
“best crm for startups”
Buying intent · 1.2k prompts/mo
“hubspot alternatives 2026”
Switching · 860 prompts/mo
Trace
Sentiment & attribution
Track how AI describes you — and which sources drove every mention.
Positive
63%
Neutral
28%
Negative
9%
Top sourcesg2.comreddit.comtechradar.com
Alert
Alerting
Get pinged the moment visibility drops or a rival gains ground.
Visibility dropped on Gemini −8 pts2m
Rival A cited on 3 new buyer prompts1h
Back to #1 for "ai visibility tools"4h
Diagnose
Gap analysis
See exactly where richer competitor content is winning the citation.
Share of AI answers · CRM cluster
You34%
Rival A51%
Rival B42%
Act
Opportunity engine
Pick a pipeline per gap and ship work with a predicted lift attached.
Comparison page
You vs. Rival A, feature by feature
Expert answer
Direct response for the cluster
Projected impact+6 est. presence
The loop that compounds.
The same four moves run every cycle, and each pass feeds last cycle's attribution into the next — so your citation lead compounds instead of resetting to zero.
01
Monitor
See where you show up across every AI engine — one Presence Score, prompt by prompt.
Presence 12/100
02
Find gaps
Surface the high-intent buyer prompts where rivals get cited and you don't.
31 prompt gaps found
03
Generate & host
Approve quality-gated AI Citation Pages — hosted on your domain, auto-updating per prompt cluster.
yourbrand.com/ai/best-crmLive
04
Prove
Honest, directional lift with confidence intervals — attributed, then fed into the next cycle.
12 19
The loop compounds
Cycle 1Presence 12Cycle 219Cycle 327and climbing.
One command centerfor AI visibility.
Presence, prompt analytics, competitor share, the content pipeline and real-time alerts — one place your whole team can point leadership to.
Open the live dashboardapp.citosaur.com/overview
LiveOverview · last 12 weeksAll engines ▾
0/ 100
Presence score
▲ +12 this qtr
Share of voice across six answer engines.
Presence over timeYouTop rival
Opportunities · this week7 new
“how to track brand mentions in ChatGPT”
Monitoring cluster · 3.2k prompts/mo
“best CRM for a B2B SaaS team”
Comparison cluster · 8.1k prompts/mo
“CRM data migration checklist”
How-to cluster · 1.9k prompts/mo
Content pipeline18 pages live
Best CRM for B2B SaaS — comparisonLive
CRM pricing breakdown 2026 — data studyReview
How to migrate CRMs — expert answerDraft
Engine coverage
- ChatGPT0%
- Claude0%
- Perplexity0%
- AI Overviews0%
- Gemini0%
AlertsReal-time
Visibility dropped on Gemini (−8) for the CRM cluster2h
Rival A cited on 3 new comparison prompts6h
Your data-study page earned its first Perplexity citation1d
Next move
Publish 3 pages on “how to track brand mentions in ChatGPT” — rivals are cited, you’re not.
Illustrative — sample data
Not a dashboard.An engine that acts.
Citosaur finds the prompts you're losing, writes the pages that win them, publishes them on your domain, and traces the lift back to every page — measure and improve in one loop.
Flagship · Page generation
AI Citation Pages
Citosaur writes evidence-dense pages that answer the exact questions buyers ask AI, clears each one through a quality gate — no thin-content risk — and publishes them on your own domain, auto-updating as citations shift.
- Your own domain
- Quality-gated
- Auto-updating
acme.com/answers/best-crmLive
AI citation page
Best CRM for a B2B SaaS team
Quality gate passedPresence 12 → 19
Auto-updates as citations shift · sample data
The moat — why we win
Acts and proves, not just measures
Finds the gap, ships the page that closes it, then shows the lift it caused.
Honest attribution
Directional lift with confidence intervals — numbers you can take to the board.
Compliance-first publishing
Fewer, quality-gated pages that avoid scaled-content penalties. Earned media always disclosed.
Source-influence model
Knows which cited source actually drove the citation, so you invest where it works.
Reddit Opportunity EngineComing soon
Prove the lift.Honestly.
Citosaur reports directional lift with confidence intervals, traces it to the sources that drove the mention, and flags results too noisy to call — so the number you take to leadership holds up under questions.
- Confidence intervals on every trend — never a vanity number
- Source-level attribution: which citation drove the mention
- An honest “inconclusive” when the signal is too noisy to call
Presence score · 12 weeksSample data
Sample data — illustrative, not a customer result. The shaded band is the 95% confidence interval; the marker is when owned pages went live. We report the trend and its uncertainty, never a fabricated spike.
Priced to payfor itself.
Start free with an AI-visibility report. Scale when the citations show up.
Founder-led onboarding on every plan
Starter
$500/mo
See exactly where you stand.
Start your pilot- 1 brand
- All AI engines monitored
- Weekly gap report
- 5 AI Citation Pages / mo, hosted on your own domain
- Email support
Most popular
Growth
$1,200/mo
The full closed loop.
Get started- Up to 3 brands
- Unlimited AI Citation Pages, hosted on your own domain
- Gap + Readiness models
- Honest attribution + confidence intervals
- Source-influence model
- Slack + priority support
Scale
Custom
Multi-brand programs, white-label.
Talk to us- Unlimited brands
- Done-with-you campaigns
- Compliance review workflows
- Dedicated strategist
- SSO + custom retention
Billed monthly · cancel anytime · founder-led onboarding.
Questions,answered honestly.
Straight answers on what Citosaur measures, what it can improve, what it won’t promise, and how it fits the SEO and content you already run.
Still unsure? Run the free report on your domain
Start free — see your report in minutes
Be the brand AI recommends.
Citosaur measures how AI answer engines see you, ships the content that changes it, and alerts you the moment it shifts. Your free report shows the prompts you’re missing and who’s cited instead — no login, no credit card.
Founder-led onboarding · pilot in days · no agency retainer