AI Sentiment Analysis

AI Brand Sentiment
Analysis Tool

See how ChatGPT, Google AI, Gemini, and Perplexity talk about your brand, and fix negative signals before they shape your reputation.

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Prompt-Level Sentiment

Sentiment score at every prompt, for every AI engine

For each tracked prompt, AllSearch scores how positively the AI mentions your brand on a scale from Very Negative to Very Positive. Open any prompt to see the full AI response and exactly where you land on the sentiment scale.

Prompt

Where can I sell my MacBook Air 2025?

Response

If you are looking to sell your MacBook Air (2025), here are several solid and convenient options to consider, whether you are aiming for speed, maximum value, or simplicity.

ChatGPTMentioned 1stPositive

Sentiment

Very NegativeVery Positive

Cited sources

Apple's Limited-Time Mac Trade-In Deals

macrumors.com/2025/03/17/apple-mac-trade-in

Apple lowers maximum trade-in values

9to5mac.com/2025/11/06/apple-trade-in

Prompts Overview

See sentiment across all your tracked prompts at a glance

The prompt table shows sentiment for every query in your project. Spot which prompts trigger positive, neutral, or negative brand framing across AI engines, and prioritize exactly where to act.

PromptResponsesMentionSentimentBrands

Best platforms to sell used electronics online

11
BA

Where to sell iPhone for cash?

11
eB
BA

Sell my Google Pixel 10 Pro XL

14
BA
eB

Where can I sell my MacBook Air 2025?

13
1st
Positive
eB
BA

Where can I sell my Apple Watch for cash today?

11
1st
Positive
Competitor Benchmarking

Benchmark your sentiment against every competitor

See whether AI engines frame your brand more positively than your competitors across the same prompts. Identify which rivals are winning the narrative, and the content gaps letting them do it.

Sentiment BenchmarkUpdated daily
BrandLevelPositionMentions
Nike (you)
Positive
1,240
Pu
Puma
Neutral
980
Ad
Adidas
Neutral
710
NB
New Balance
Negative
520
What you get

Everything your team needs to manage AI sentiment

AI Sentiment Score

A 5-level score from Very Negative to Very Positive showing how positively your brand is described across AI search engines, tracked over time.

Sentiment by Engine

See your positive, neutral, and negative mention split across ChatGPT, Google AI Overviews, Gemini, Perplexity, Copilot, and Grok.

Competitor Benchmarking

Compare your sentiment score against competitors and see who AI engines favor for your category and prompts.

Sentiment Trend Over Time

Track how sentiment shifts week over week and connect changes to content updates, PR, or product launches.

Negative Mention Alerts

Get flagged the moment an AI engine starts describing your brand negatively, with the exact prompt and response.

Topic & Prompt-Level Sentiment

Drill into sentiment by topic or individual prompt to find exactly which questions are hurting your brand perception.

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FAQs

Frequently Asked Questions

Everything you need to know about the product and billing.

AI sentiment analysis measures the tone, positive, neutral, or negative, that AI engines like ChatGPT, Gemini, Perplexity, and Google AI Overviews use when they mention your brand in response to user prompts.

A proprietary score on a 5-level scale: Very Negative, Negative, Neutral, Positive, and Very Positive, calculated by AllSearch from every tracked AI mention of your brand. It reflects the overall tone of how AI engines describe you, and updates as new mentions are collected.

AllSearch runs your tracked prompts across ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Copilot, and Grok, then classifies the tone of each brand mention as positive, neutral, or negative to build your score and breakdown.

Add your brand and competitors to AllSearch, then add or generate prompts relevant to your category. AllSearch runs these prompts across every major AI engine and returns your sentiment score, breakdown, and benchmark automatically.

Start Tracking Your AI Sentiment Today

Know exactly how AI engines talk about your brand, and get the roadmap to make it more positive.

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