How can I see if ChatGPT mentions my brand?

Add the prompts your buyers ask ChatGPT. Ansvisor runs them on a schedule and lists every answer that names your brand, with the quote, the date and your position in the answer.

What is the difference between a brand mention and a citation?

A mention is your brand name in the answer text. A citation is a link to a source page. An answer can name you without linking to your site, or link to your site without recommending you, so Ansvisor tracks both.

How does Ansvisor calculate AI brand sentiment?

Rules score the sentence that names your brand as positive, neutral or negative. There is no second LLM call, so the same answer always gets the same label. Net sentiment is the positive share minus the negative share.

Can I track changes in AI sentiment over time?

Yes. Mentions, mention rate and net sentiment are charted for the last 24 hours, 7, 30 or 90 days, or a custom range, and you can split them by AI platform, country and topic.

What does a position like "#2 of 5" mean?

It is your rank among the brands named in that answer. "#2 of 5" means the AI listed five brands and yours came second.

Can I see which competitors AI mentions with my brand?

Yes. Every mention lists the co-mentioned brands, and the competitor framing table shows how often each rival is named and how often it appears in the same answers as you.

What is an unlinked brand mention in AI search?

It is an answer that names your brand without linking to your site. Most AI mentions are unlinked. They still shape what buyers think of you, which is why Ansvisor counts them.

Which AI platforms does Ansvisor track for brand mentions?

Starter covers ChatGPT and Microsoft Copilot. Growth covers six platforms: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews and Google AI Mode. Claude is available on Enterprise.

Do brand mentions in AI answers help SEO?

AI systems build answers from what the web says about you, so mentions on trusted pages make it more likely you are named again. Track mentions and citations together to see both sides.

Is Ansvisor open source?

Yes. Ansvisor is MIT licensed. You can self-host it, or use the cloud version with a 14-day free trial.

AI Brand Mentions & Sentiment Tracker for ChatGPT

See how AI describes your brand

Ansvisor finds every answer in ChatGPT, Gemini, Perplexity, Copilot and Google AI that names your brand. You get the quote, its sentiment, your position in the list and the competitors named next to you.

Platform	Mentions	Rate	Net
ChatGPT	1,284	27%	+76↑ 14
Gemini	918	22%	+72↑ 6
Google AI Overviews	702	19%	+69↑ 8
Google AI Mode	486	18%	+74↑ 5
Perplexity	371	20%	+65↑ 3
Microsoft Copilot	207	15%	+62↑ 2

Platform

Mentions

Rate

Sentiment

Net

ChatGPT

1,284

27%

+76↑ 14

Gemini

918

22%

+72↑ 6

Google AI Overviews

702

19%

+69↑ 8

Google AI Mode

486

18%

+74↑ 5

Perplexity

371

20%

+65↑ 3

Microsoft Copilot

207

15%

+62↑ 2

Brand

Responses

Rate

Also names you

Northwind CRMYou

3,968

21.5%

—

Kestrel CRM

3,488

18.9%

1,402 · 40%

Harbor CRM

2,621

14.2%

1,138 · 43%

Brightlane

1,772

9.6%

512 · 29%

Fernway

1,126

6.1%

344 · 31%

Mapleleads

627

3.4%

201 · 32%

Prompt	Platform	Mention context	Sentiment	Position	Co-mentioned	Date
best crm for small sales teams	ChatGPT	…for teams under 20 reps, Northwind CRM is the easiest to set up and includes pipeline automation on every plan…	Positive	#1 of 4	Kestrel CRM, Harbor CRM	Oct 23
northwind crm vs kestrel crm	Gemini	…Northwind CRM is usually cheaper per seat, while Kestrel CRM has deeper enterprise reporting…	Neutral	#1 of 2	Kestrel CRM	Oct 23
affordable crm with email automation	Perplexity	…Northwind CRM stands out for built-in email sequences at a lower price than most rivals…	Positive	#2 of 5	Brightlane, Fernway	Oct 22
crm for startups 2026	Google AI Overviews	…popular picks include Northwind CRM, Harbor CRM and Mapleleads, with Northwind praised for fast onboarding…	Positive	#1 of 3	Harbor CRM, Mapleleads	Oct 22
is northwind crm good for enterprise	Microsoft Copilot	…Northwind CRM fits mid-size teams well; very large companies may prefer Kestrel CRM’s permission controls…	Neutral	#1 of 2	Kestrel CRM	Oct 21
easiest crm to move off spreadsheets	Google AI Mode	…Northwind CRM imports spreadsheets in minutes and maps the fields for you…	Positive	#1 of 3	Fernway, Harbor CRM	Oct 21

Prompt

Platform

Mention context

Sentiment

Position

Co-mentioned

Date

best crm for small sales teams

ChatGPT

…for teams under 20 reps, Northwind CRM is the easiest to set up and includes pipeline automation on every plan…

Positive

#1 of 4

Kestrel CRM, Harbor CRM

Oct 23

northwind crm vs kestrel crm

Gemini

…Northwind CRM is usually cheaper per seat, while Kestrel CRM has deeper enterprise reporting…

Neutral

#1 of 2

Kestrel CRM

Oct 23

affordable crm with email automation

Perplexity

…Northwind CRM stands out for built-in email sequences at a lower price than most rivals…

Positive

#2 of 5

Brightlane, Fernway

Oct 22

crm for startups 2026

Google AI Overviews

…popular picks include Northwind CRM, Harbor CRM and Mapleleads, with Northwind praised for fast onboarding…

Positive

#1 of 3

Harbor CRM, Mapleleads

Oct 22

is northwind crm good for enterprise

Microsoft Copilot

…Northwind CRM fits mid-size teams well; very large companies may prefer Kestrel CRM’s permission controls…

Neutral

#1 of 2

Kestrel CRM

Oct 21

easiest crm to move off spreadsheets

Google AI Mode

…Northwind CRM imports spreadsheets in minutes and maps the fields for you…

Positive

#1 of 3

Fernway, Harbor CRM

Oct 21

Quote-level mentions

Read the exact quote behind each mention

Every mention opens on the words the AI used, with the prompt, platform, your position in the list and the brands named next to you. Filter by sentiment to find answers that hedge or point buyers elsewhere.

Mentions

3,968 responses · 214 prompts · updated 2 min ago

Prompt	Platform	Mention context	Sentiment	Position	Co-mentioned
best crm for small sales teams	ChatGPT	…for teams under 20 reps, Northwind CRM is the easiest to set up and includes pipeline automation on every plan…	Positive	#1 of 4	Kestrel CRM, Harbor CRM
northwind crm vs kestrel crm	Gemini	…Northwind CRM is usually cheaper per seat, while Kestrel CRM has deeper enterprise reporting…	Neutral	#1 of 2	Kestrel CRM
affordable crm with email automation	Perplexity	…Northwind CRM stands out for built-in email sequences at a lower price than most rivals…	Positive	#2 of 5	Brightlane, Fernway
crm for startups 2026	Google AI Overviews	…popular picks include Northwind CRM, Harbor CRM and Mapleleads, with Northwind praised for fast onboarding…	Positive	#1 of 3	Harbor CRM, Mapleleads
is northwind crm good for enterprise	Microsoft Copilot	…Northwind CRM fits mid-size teams well; very large companies may prefer Kestrel CRM’s permission controls…	Neutral	#1 of 2	Kestrel CRM

Mentions vs citations

Brand mentions vs citations in AI search

	Brand mention	Citation
What it is	Your brand name appears in the answer text	The answer links to a page as a source
Needs a link	No. Most AI mentions are unlinked	Yes, to your site or a third-party page
What it tells you	Whether AI recommends you, and in what words	Which pages AI trusts to build the answer
What to fix when it's missing	Positioning, reviews, comparisons and third-party coverage	Page structure, evidence and crawler access
Where to track it	Mentions & Sentiment	Citations Monitoring

Transparent sentiment

How Ansvisor scores AI brand sentiment

Rules read the sentence that names you, so praise for a rival in the same answer doesn't count toward your score. There is no second LLM call: the same answer always gets the same label, and it costs nothing extra.

Scoring one mention

Positive

…for teams under 20 reps, Northwind CRM is the easiest to set up and includes pipeline automation on every plan…

✓Sentence that names the brand found

✓Positive phrase: “easiest to set up”

✓No hedge or negation around the brand

✓Rival in the same sentence: none

ChatGPT · best crm for small sales teams · #1 of 4Positive

Net sentiment

Last 30 days · n=3,968

+71

↑ 9vs previous 30 days

Positive76%Neutral19%Negative5%

ChatGPT

+76

Gemini

+72

Google AI Overviews

+69

Google AI Mode

+74

Perplexity

+65

Microsoft Copilot

+62

Brand perception

What AI associates with your brand

Perception lists the words AI puts next to your name and compares your brand shape with your top competitors. The biggest gap points to the attribute a rival owns, which is usually the next page to write.

What AI associates with Northwind CRM

Words and phrases next to your brand, by responses

easy setup

1,412responses

+38%

pipeline automation

1,236responses

+24%

affordable

1,108responses

+31%

small teams

964responses

+12%

email sequences

731responses

+45%

integrations

588responses

+9%

customer support

512responses

+17%

Brand shape: you vs top competitors

Northwind CRMKestrel CRMHarbor CRMBrightlane

Biggest gap: “enterprise”: Kestrel CRM in 41% of the responses naming it; Northwind CRM in 12% (#3).

Brand × attribute

Share of the responses naming each brand

Attribute	You	Kestrel CRM	Harbor CRM	Brightlane	Fernway
easy setup	61%	14%	19%	9%	11%
affordable	48%	9%	12%	27%	15%
small teams	44%	8%	21%	12%	18%
automation	37%	31%	16%	10%	8%
integrations	18%	29%	38%	7%	9%
enterprise	12%	41%	10%	6%	4%

Competitor framing

Who AI names alongside you

See how often AI names each rival, how often it names them in the same answer as you, and whether that set is growing. For visibility, citations and share of voice side by side, see Competitor Benchmarking.

Competitor framing

How often AI names each brand, and how often in the same responses as you.

Brand	Responses	Rate	Also names you
Northwind CRMYou	3,968	21.5%	—
Kestrel CRM	3,488	18.9%	1,402 · 40%
Harbor CRM	2,621	14.2%	1,138 · 43%
Brightlane	1,772	9.6%	512 · 29%
Fernway	1,126	6.1%	344 · 31%
Mapleleads	627	3.4%	201 · 32%

Frequently mentioned with

Kestrel CRM

1,402 responses+18%

Harbor CRM

1,138 responses+12%

Brightlane

512 responses+27%

Fernway

344 responses+9%

Mapleleads

201 responses-6%

The trend shows whether the AI's consideration set around you is changing.

Who uses it

Built for brand, PR, growth and content teams

One dataset, read four ways. Each team gets the view it needs from the same answers.

Brand and PR

Spot negative or hedged framing early, see which claims AI repeats about you and check whether a launch changed how you're described.

AEO and SEO

Watch mention rate per prompt and per platform, and find prompts where rivals are named and you are not.

Content

Turn attribute gaps into briefs. If AI never calls you "enterprise-ready", that is the page to write next.

Founders and growth

Copy the summary into your weekly update: mentions, net sentiment and the platform that moved most, in one paragraph.

How it works

From prompt to action

Add prompts

Use the questions your buyers ask AI.

Run

Ansvisor queries each AI platform on schedule.

Detect

Every answer that names you is saved with the quote.

Score

Sentiment and position, by rule.

Compare

See rivals named in the same answers.

Act

Send fixes to Action Center.

Know what AI says about you before your buyers do

Add your brand and the prompts your buyers ask. Ansvisor shows every answer that names you, what it says about you and which competitors it puts next to you.

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