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Brand sentiment in AI answers: AI visibility

Which brands ChatGPT recommends for brand sentiment in ai answers. 18 of the ai visibility tools demo's prompts belong to this topic; every brand below is scored on this topic's answers alone.

People ask ChatGPT about brand sentiment in ai answers an estimated 14 times a month: a modeled estimate from Google volume for the demand keyword "brand sentiment analysis", with wide error bands, not a measurement.

#BrandVisibility ScoreMention rateShare of voiceCitation RateSentimentProminence
1 Semrush 16 18.6% 18.3% 17.5% 47% 77
2 Profound 13 14.4% 14.6% 13.8% 67% 76
3 Otterly AI 10 11.7% 12.2% 10.0% 60% 73
4 Nightwatch 10 12.2% 13.4% 13.8% 45% 61
5 Peec AI 8 9.2% 9.8% 7.5% 50% 69
6 HubSpot 5 6.9% 7.3% 2.5% 67% 47
7 Scrunch AI 5 5.8% 6.1% 2.5% 80% 67
8 Ahrefs 3 4.2% 3.7% 3.8% 33% 56
9 Conductor 3 3.3% 3.7% 2.5% 100% 77
10 Rankscale 3 2.8% 2.4% 2.5% 83% 82
11 Writesonic 3 3.3% 3.7% 3.8% 33% 53
12 Goodie 2 2.2% 2.4% 2.5% 48
13 Athena HQ 1 1.1% 1.2% 0.0% 60% 66
14 Trakkr 1 1.1% 1.2% 1.3% 46
15 Evertune 0 0.0% 0.0% 0.0% 0
16 Brandlight 0 0.0% 0.0% 0.0% 0
17 Knowatoa 0 0.0% 0.0% 0.0% 0
18 Bluefish AI 0 0.0% 0.0% 0.0% 0
19 SE Ranking 0 0.0% 0.0% 0.0% 0
20 Advanced Web Ranking 0 0.0% 0.0% 0.0% 0
21 seoClarity 0 0.0% 0.0% 0.0% 0
22 Authoritas 0 0.0% 0.0% 0.0% 0
23 Surfer 0 0.0% 0.0% 0.0% 0
24 BrightEdge 0 0.0% 0.0% 0.0% 0
25 Superlines 0 0.0% 0.0% 0.0% 0

The prompts in this topic

Every brand sentiment in ai answers prompt in the demo, asked on ChatGPT about once a day. Read the answers exactly as given, searches and sources included.

PromptChats
which tool can track how positively chat assistants talk about my brand over time and show sentiment trends47 chats 47
best software for monitoring brand sentiment in AI-generated answers across multiple assistants47 chats 47
recommend a tool that captures AI answers mentioning my local business and scores their sentiment for reporting46 chats 46
which tool can alert our marketing team when AI assistants start giving more negative sentiment about our brand47 chats 47
is there a tool that visualizes sentiment trends for our brand in AI answers across regions and languages47 chats 47
which software can crawl popular AI assistants and extract sentiment-labeled snippets mentioning my company47 chats 47
recommend a solution for tracking sentiment shifts in AI answers after a PR crisis or product launch46 chats 46
is there a platform that tracks sentiment of AI citations and shows which sources lead to positive vs negative answers46 chats 46
best software for combining AI answer sentiment data with web traffic to see impact on conversions47 chats 47
is there a tool that scores the tone of AI assistant responses about our services and segments by intent (review, recommendation, comparison)46 chats 46
recommend a platform that keeps historical records of AI answer sentiment so we can prove improvement over time47 chats 47
which tool allows our PR team to filter AI assistant mentions by sentiment and export clips for media monitoring45 chats 45
best solution for enterprises to get daily sentiment reports from multiple AI assistant sources45 chats 45
which tool can map sentiment changes in AI answers to specific content updates we made on our website46 chats 46
recommend a platform that detects sudden drops in positive AI sentiment and suggests which answers caused it45 chats 45
which platform can my agency use to benchmark client brand sentiment in AI assistants against category averages45 chats 45
recommend a tool that captures sentiment per AI assistant model (different LLMs) when they mention our brand47 chats 47
which tool can integrate AI answer sentiment data into our BI system for executive reporting45 chats 45

Every number here comes from real ChatGPT answers to the prompts above, readable unedited. Rates carry 95% confidence intervals because AI answers vary run to run. See our full methodology.

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Data collected daily on ChatGPT. Last updated 14th Sep 2026. Every rate shows a 95% confidence interval. How we measure this.