AI Visibility Tracking for ChatGPT, Perplexity

How it works

From a buyer's question to the cited answer.

Four moves, one loop. Mentionova runs the prompts your buyers ask, reads how every engine answers, briefs you on what moved overnight, and shows you exactly what to fix.

Step 01 · Run & evaluate

Analyze the prompts your buyers are running.

Mentionova generates the real questions your buyers ask AI and runs each across all six engines, re-checked every two hours.

Category, comparison & defensive queries, generated for you
Live answer snapshots from every engine, scored on mention rate, position and citations
Spot the one engine quietly dropping you

⌘Kbest payments platform↵ run

Synthesized across 6 engines · 5 of 6 cite you

＋ Track this promptOpen in app →

Step 02 · Brief

Get regular insights and action items.

Wake up to one brief: what changed overnight, who gained on you, and the next move already drafted.

The overnight story in one read, not ten tabs
Only what moved, so big shifts ping you instantly
Every brief ends with the next action, pre-drafted

app.mentionova.com · stripeFri, Jun 6 · 9:00

Your brief is 3 stories today.

▲

You took #1 on Perplexity for "best payments platform"

Overtook Square overnight · +12 citations · now named first in the answer.

!

Gemini dropped you from "best checkout"

−8% share of voice. A competitor's new comparison page is being cited instead.

✎

1 Reddit thread needs you · r/SaaS

"stripe connect alternatives?", drafted reply ready:

honestly we hit this same wall last year, connect was the obvious pick, payout timing tripped us up til we set up treasury. happy to share the setup

Mention rate 88% · SoV 42% · 1 actionOpen brief →

Step 03 · Optimize

Optimize the content that gets you cited.

Every change comes with a clear fix: the phrase you lost, the source cited instead, the fact to add. Then win the citation back.

See exactly what each engine added or dropped
The source cited instead of you, surfaced
Ranked plays: the page, source and fact to ship next

GEMINI · description changed5h ago

Recent gains

The outcome

From invisible to the cited answer in 90 days.

When you stop guessing and start measuring, the curve bends fast. Track the leak, publish the source page, earn the citation, and watch the answer change.

0×mentions in 90 days

0%share of voice

0/6engines covered

Get Started →

Mentions per week · all engines +1,140%

Customer stories

From invisible to the cited answer.

Five teams that stopped guessing and became the answer their buyers' AI gives.

Series-B fintech

"We went from never named to the default recommendation."

Maya Reyes · VP Marketing

When buyers asked AI for "best embedded-payments platform," a competitor owned the answer. Mentionova pinpointed the four prompts and three source pages doing the damage, one publishing quarter later, the answer changed.

9×

mentions / quarter

41%

share of voice

62d

to first #1 citation

Developer tools

"We found the one engine where we were completely invisible."

Devin Park · Head of Growth

Strong on ChatGPT, absent on Perplexity, exactly where their developer buyers research. The radar made the blind spot obvious, and the ranked plays closed it in six weeks.

+37

pts Perplexity coverage

6/6

engines covered

2.4×

citations earned

Marketing agency

"AI visibility became our highest-margin retainer line."

Priya Nair · Founder

They led with a free diagnostic, converted clients to a monthly retainer, and expanded across each client's competitors, a service no one else in their market could offer yet.

$48k

new MRR / year

19

clients added

81%

gross margin

DTC commerce

"Now we're the brand the AI recommends first."

Sam Okafor · CMO

Across ChatGPT, Claude, and Gemini, their mentions climbed week over week as they earned the reviews and comparison pages the models trust. Branded search followed.

6.1×

weekly mentions

3/6

engines at #1

+28%

branded search

B2B SaaS

"We finally have a board-ready number for AI."

Lena Vogt · CMO

One defensible score, a share-of-voice trend, and a dollar figure on recovered pipeline. AI visibility stopped being a guess and started showing up in the quarterly review.

46%

share of voice

$1.2M

influenced pipeline

5

rivals tracked

In their words

Teams that became the answer.

"Organic visitors up 42% and LLM sessions up 66% MoM with Mentionova. Impressions up 121%, and most pages now rank on page one of Google."

Daniel Saks · CEO, Landbase

"In three months we hit 10k organic impressions a day, a 192% jump in clicks, and 170 LLM sessions a month. I recommend it to all my clients."

Matteo Tittarelli · B2B GTM Advisor, Genesys Growth

"In two months we went from no AI presence to closing our first deals sourced from LLMs. Mentionova now gets us cited by ChatGPT, Perplexity and Gemini."

Jason Widup · CMO, Archive

"We now show up in ChatGPT, Claude and Perplexity when buyers research AI agent security. Mentionova helped us create the content that defines our category."

Jiquan Ngiam · Co-Founder, MintMCP

"Mentionova got us to top-3 and top-5 on key searches and 80%+ on Google's authority scores, then helped move leads to conversion."

Duy Vo · Founder, ProductFy

"From ground zero, Mentionova built Ark7's SEO into a powerhouse that drives steady traffic, turning deep SEO knowledge into clear, actionable moves."

Andy Zhao · Founder, Ark7

Free AI visibility report

See your answer.

Enter your domain and we'll show you how the AI answers about your category today, what it says, who it cites, and where you're missing.

Takes ~3 minutes · or run the full diagnostic

From the research desk

The latest on how AI answers.

ReportLive

The State of AI Search, 2026

900M weekly ChatGPT users, a 25% drop in classic search, and a zero-click majority. The data behind the shift from ten blue links to one answer.

12 min · 9 charts→

ResearchLive

How AI engines choose what to cite

Reddit drives 40% of AI citations; the WSJ doesn't crack the top 20. A teardown of citation behavior across ChatGPT, Perplexity, Gemini and Google AI, and why it swings overnight.

11 min · 7 charts→

PlaybookLive

The GEO playbook: what gets you cited

A Princeton benchmark lifted AI visibility up to 40%. We break down the moves that worked, statistics, quotes, citations, structure, into a repeatable playbook.

13 min · 8 charts→

Field guideLive

Why Reddit runs the AI answer

The community platform the models trust most, 40% of all AI citations. Why they trust it, what kind of thread gets cited, and the three reasons that trust is fragile.

9 min · 5 charts→

PlaybookLive

Comparison pages in the AI era

Comparison content is the highest-cited format on ChatGPT (95%). Why "X vs Y" pages win the citation, how to structure one, and why owning it isn't enough.

8 min · 3 charts→

BenchmarkLive

The six-engine divergence index

The same prompt, six different verdicts. Engines share just 11% of cited sources, how far apart ChatGPT, Perplexity, Gemini and Google AI really are about one brand.

10 min · 3 charts→

All research & guides →

FAQ

Questions, answered.

What is AI visibility?+

AI visibility is how often and how prominently your brand appears in the answers AI engines like ChatGPT, Perplexity, Claude, Gemini and Google AI give to buying questions, and whether you are the source they cite. It is the AI-era equivalent of ranking, but the unit of victory is being inside the answer, not a position in a list of links.

How do I track my brand's visibility across ChatGPT and other AI engines?+

Give Mentionova your domain and your category's real buying questions. We run those prompts across six engines, then return a single visibility score, your share of voice versus rivals, and the exact source pages and prompts moving the answer. There is no pixel or code to install.

Is AI visibility different from SEO and rank tracking?+

Yes. Rank tracking tells you where you sit in Google's ten blue links. AI visibility tells you whether you appear inside the AI's answer across six engines and whether you are the cited source, a different surface, a different unit of victory, and a different playbook.

Which AI engines does Mentionova track?+

ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Reddit, the community source the models lean on most when they answer buying questions.

How fast can I see my AI visibility?+

Your first visibility report lands in about three minutes. Moving the score takes a few publishing cycles; most teams see citation lift within the first 30 to 60 days of shipping the ranked plays.

All-in-one AI visibility platform.