Citenzo
ChatGPT Visibility Tracker · GEO Analytics

ChatGPT Visibility Tracker:
be the name it drops.

Ask ChatGPT “what should I use for X?” and it doesn't return ten links — it chats back a shortlist of two or three brands, the way a friend who's done the research would. And unlike a search engine, it keeps its sources to itself. Citenzo runs your buyers' real questions through ChatGPT on a schedule, distils how often you make that spoken shortlist into one ChatGPT Visibility Score, and reconstructs the hidden sources behind each answer — the homework ChatGPT never shows.

Free · no account · ~60 seconds · ChatGPT + 3 more AI engines. Every project stays private.

citenzo.com/app · yourdomain.com
63%
ChatGPT Visibility Score
Named in 17 of 27 ChatGPT answers
ChatGPT Perplexity Gemini Google AI
ChatGPT visibility over time
+22 pts across the last 9 checks

Readable isn't the same as recommended

Your site can be perfectly crawlable, your content flawless — and ChatGPT can still leave you off the shortlist it recites to the world's largest chat audience. It answers in prose, drops two or three brand names, and moves the conversation on. There is no page two of a conversation, and no rank tracker will tell you that you just weren't in it.

01

The biggest chat box on earth

ChatGPT is where consumer AI questions actually happen: hundreds of millions of people ask it what to buy — conversationally, in their own words — and take its word for the answer.

02

A shortlist, spoken in prose

There's no ranking to climb. ChatGPT weaves a couple of brand names into a sentence and the buyer nods along — either yours is one of them, or they never hear it.

03

No sources, no receipts

ChatGPT doesn't show where its picks came from. Citenzo reconstructs the pages behind its answers — so you finally see why a rival got the name-drop and you didn't.

Every ChatGPT recommendation, on one screen

The score, the trend, whose names ChatGPT drops into buyer conversations instead of yours — and the reconstructed sources behind it all.

citenzo.com/app/projects/yourdomain.com
Overview Prompts Competitors Sources Sentiment Trend YouTube Mentions
63%
ChatGPT visibility score
Named in 17 of 27 ChatGPT answers
▲ 22 pts since you started tracking
ChatGPT visibility over time
Last 8 automatic checks · higher is better
Share of voice in ChatGPT — whose name it drops most
Youyourdomain.com63%
Bbrightloom.com71%
Kkestrel.io52%
Nnorthwind.app37%
Prompt matrix — which conversations name you, question by question
Buyer prompt ChatGPT Perplexity Gemini Google AI
what should I use for [job to be done]?
is [rival] worth it, or is there better?
recommend a [category] for a startup
help me pick between [category] tools
cheapest [category] that's still good
named · not named · buyers phrase these conversationally, so we do too — each cell is the median of several ChatGPT runs, never a single lucky chat
Whose name ChatGPT drops most in your niche
1Bbrightloom.com71%
2Youyourdomain.com63%
3Kkestrel.io52%
4Nnorthwind.app37%
You're #2 in ChatGPT — brightloom.com gets the name-drop 8 points more often. The reconstructed source analysis shows exactly which pages taught ChatGPT to prefer them.
Reconstructed sources — the pages behind ChatGPT's answers
reddit.comrival cited · you're missing
g2.comrival cited · you're missing
techradar.comyou're cited
ChatGPT won't tell a buyer where its picks came from — but we surface the pages shaping its answers. Each “missing” row is a source feeding ChatGPT where only a rival appears: fix those, and the name-drops follow.
How ChatGPT frames you when it names you
Positive71%
Neutral24%
Negative5%
“If you want something friendly out of the box, a lot of people land on this one…”— how ChatGPT talked about you in one conversation
ChatGPT Visibility Score over time
9 weeks ago41%today · 63%
Up +22 points across 9 automatic checks — every model update reshuffles ChatGPT's favourite names, and this line tells you the moment yours moves in or out.
YouTube videos that mention your brand
Best tools for [your category] in 2026TechReview · 128K views
you're mentioned
[rival] vs the competition — honest reviewSaaS Weekly · 74K views
rival only
My [category] stack for a small teamIndie Founder · 41K views
you're mentioned
Creator videos are quietly feeding ChatGPT's opinions. We flag every video where you're named — and every one where a rival gets the recommendation alone.

Illustrative data on a demo project — your own ChatGPT numbers appear the moment you run a check.

What a serious ChatGPT visibility tracker has to measure

ChatGPT Visibility Score

How often you make ChatGPT's spoken shortlist, compressed into one trendable number — because “are we recommended?” deserves a metric, not a vibe. The other engines are scored alongside.

Share of voice in ChatGPT

Whose name ChatGPT actually drops when your buyers ask — you versus each competitor, conversation by conversation, so a rival can't quietly become its default answer.

Prompt matrix

Buyers don't type keywords into ChatGPT, they ask it things — so we grade you question by question: a plain ✓/✕ for every conversational prompt in your library, engine by engine.

Reconstructed sources & gaps

ChatGPT hides its sources natively — surfacing them is the whole trick. We map the pages behind its answers and flag every one where a rival appears and you don't.

Sentiment

ChatGPT doesn't just name brands, it editorialises about them mid-sentence. We grade the tone of every mention so a lukewarm “it's okay, but…” never goes unnoticed.

Auto-tracking & alerts

Scheduled checks keep asking your buyers' questions daily or weekly, and you get pinged the moment ChatGPT stops (or starts) dropping your name.

Not just another ChatGPT visibility checker

Plenty of tools will chart your ChatGPT mentions. Far fewer will show you the hidden sources behind them — and almost none will then go and fix the gaps. Citenzo does all three, and puts the report on a page you can actually share.

A typical ChatGPT visibility checker
  • Counts your ChatGPT mentions and stops there
  • Never shows the sources behind the answers
  • Charts the gap without explaining it
  • Locks the report behind a seat and a login
  • …then leaves the fix entirely to you
Citenzo
  • Tracks ChatGPT plus every other engine — Claude, Perplexity, Gemini, Grok, Google AI Overviews
  • Adds Reddit & YouTube mentions — the community voices quietly training ChatGPT's picks
  • A shareable report, on its own page — in your market's language
  • Score, share of voice, sentiment and the gap matrix in one view
  • Get Mentioned built in — close the gap from the same dashboard
  • Free check with no account — starts at just $29/mo
  • Every project stays confidential

ChatGPT first — every other engine included

ChatGPT may be the biggest chat assistant on earth, but your buyers don't all live in one app. Every subscription runs the same questions through the rest of the field too, so a win in ChatGPT never masks a collapse elsewhere. The whole map lives at the AI Visibility Tracking hub.

ChatGPT
Perplexity
Gemini
Google AI Overviews
Grok
Reddit mentions
YouTube mentions
+ More LLMs & tools soon

Zeroing in on another engine? There's a dedicated Gemini visibility tracker and Perplexity visibility tracker too.

How ChatGPT tracking works

Add your brand & niche

Tell us who you are and what you sell. We draft a library of the conversational questions your buyers actually type into ChatGPT — “what should I use for…”, “is X worth it”, “help me choose”.

We hold the conversations

Every question runs through ChatGPT several times on a schedule, because chat answers wobble — we report the stable pattern, not one lucky reply.

You watch the shortlist

Score, share of voice and reconstructed sources refresh automatically, and an alert fires whenever ChatGPT's spoken shortlist changes shape around you.

Tracking is step one

Found the pages feeding ChatGPT? Get on them.

Once the reconstructed sources reveal which pages taught ChatGPT to prefer a rival, one click hands them to Get Mentioned: we place your brand on those exact pages, done for you, and you watch the name-drops — and the score — follow. Measurement and fix, same dashboard.

How Get Mentioned works
reddit.comrival cited · you're missing
g2.comrival cited · you're missing
techradar.comyou're cited

Simple, honest pricing

ChatGPT tracking is in every paid plan, alongside all five other AI engines — tiers only change how many brands, questions and competitors you follow, and how often the checks run. Placements through Get Mentioned are billed separately.

Earth
$0
Try it, no account.
  • All free tools
  • Free AI Visibility Check
  • Up to 2 projects
  • Manual one-off checks
  • Score across 2 engines
Neptune
$29/mo
For a founder finding their footing in AI.
  • Everything in Earth, plus:
  • Up to 5 brands / projects
  • 25 tracked prompts
  • All 6 AI engines (ChatGPT, Claude, Perplexity, Gemini, Grok, Google AI)
  • Weekly automatic tracking
  • Up to 15 competitors
  • Share of voice & gap matrix
Most popular
Saturn
$79/mo
For teams actively closing the gap.
  • Everything in Neptune, plus:
  • Up to 10 brands / projects
  • 100 tracked prompts
  • Daily automatic tracking
  • Up to 50 competitors
  • Add your own custom prompts
  • Full history & trend charts
Jupiter
$199/mo
For agencies running AI visibility for clients.
  • Everything in Saturn, plus:
  • Up to 30 brands / projects
  • 400 tracked prompts
  • Up to 300 competitors
  • White-label reports (your logo & domain)
  • Up to 7 team seats (Manager & Viewer roles)
  • Client workspaces & shareable dashboards

Every tier includes full ChatGPT tracking · annual plans get 3 months free (25% off)
new customers get an extra 15% off · See full pricing.

Questions, answered straight

A ChatGPT visibility tracker is a tool that measures how often, how prominently and how favorably ChatGPT mentions, cites or recommends your brand inside its answers. Instead of a keyword ranking, you get a ChatGPT Visibility Score you can follow over time, plus the competitors and cited sources shaping each answer.

Enter your brand and category. Citenzo asks ChatGPT the buying-intent questions your customers actually type — several times for a stable read — and records whether ChatGPT names you, how prominently, and which competitors and sources it cites instead. It runs free, with no account.

It runs a library of buyer-intent prompts through ChatGPT on a schedule, captures each answer, and measures your brand's mention rate, position, share of voice against competitors, and the third-party sources ChatGPT cites. Because answers vary, each prompt is run multiple times and the score is the median — so one lucky answer never inflates it.

Yes. Citenzo's free AI Visibility Check works without an account and shows whether ChatGPT names your brand, plus your competitors and cited sources, in under a minute. Paid plans add automatic scheduling, full history, more prompts and competitors, sentiment and alerts.

Continuously — ChatGPT's answers change as it re-reads the web, so a one-off check goes stale fast. Citenzo tracks automatically on a schedule (weekly on Neptune, daily on Saturn and Jupiter) so you catch shifts and see the trend build over time.

ChatGPT recommends the brands it repeatedly sees cited on the sources it trusts. Tracking shows the gap; you close it by getting mentioned on those exact sources — reviews, roundups, forums and communities ChatGPT cites in your niche — then the score you're tracking moves.

A rank tracker measures your position in Google's blue links. A ChatGPT visibility tracker measures whether ChatGPT names and recommends your brand inside its answers — a different surface with different rules. A page can rank #1 on Google and still never be mentioned by ChatGPT.

Yes. Every plan shows your share of voice against each competitor, prompt by prompt, so you can see exactly who ChatGPT recommends in your place — and which cited sources put them ahead of you.

Find out if ChatGPT drops your name

One free check, ~60 seconds, no account. Then put it on autopilot: the shortlist, the sentiment, the hidden sources and the alerts — across every engine, every week.

Scanning the signal…