Feature

AI visibility tools with Sentiment Analysis

48 of the AI visibility tools we track offer sentiment analysis, including Peec AI, Brandlight, and XFunnel, plus 45 more. Track brand perception across AI platforms. Elmo concentrates on core, verifiable tracking and does not include this, so if it is essential the tools below are the better fit.

Tools that offer this feature

Peec AI

A
AI Visibility Tracking

$21M-funded Berlin AI visibility platform with Looker Studio integration

Brandlight

A
AI Visibility Tracking

Enterprise AI visibility spanning content, commerce, partnerships, and AI ads

XFunnel

A
AI Visibility Tracking

Answer-engine visibility with a dedicated analyst and an experimentation platform

AthenaHQ

A
AI Visibility Tracking

Action-focused AI blindspot detection with content workflows

Rankscale

A
AI Visibility Tracking

Seventeen engines and 94 technical checkpoints with no per-engine upsell

Waikay

A
AI Visibility TrackingFree tier

Entity-led AI analytics from the InLinks team, with a fact tracker

Generative Pulse

A
AI Visibility Tracking

GEO built around earned media, tracing AI citations to individual journalists

Promptwatch

B
AI Visibility Tracking

Real UI scraping with 630M+ citations tracked

Knowatoa

B
AI Visibility TrackingFrom $59/mo

BISCUIT Framework methodology with multi-language tracking

Hall

B
AI Visibility Tracking

AI brand visibility tracker, acquired by Tracksuit

Aiso

B
AI Visibility Tracking

AI visibility built on captured multi-turn conversations rather than guessed prompts

BrandRank.AI

B
AI Visibility Tracking

Recommendation Share tracking with an explicit defensive monitoring side

Finseo

B
AI Visibility Tracking

AI visibility stack with query fan-outs, bot traffic, and an agent

Sight AI

B
AI Visibility TrackingFree tier

Agent that tracks weekly, then writes and ships the content

Share of Model

B
AI Visibility Tracking

Brand-marketing framing — perception, visibility, creative testing, activation

Qwairy

B
AI Visibility TrackingFree tier

French GEO platform that distinguishes API from UI results per engine

Erlin AI

B
AI Visibility Tracking

Unified AI search, SEO, and analytics with Reddit and YouTube citation tracking

GEO Metrics

B
AI Visibility TrackingFree tier

Nine-engine Share of Model tracking with hallucination correction

Minddex

B
AI Visibility Tracking

French-market GEO platform with a query fan-out tool and GEO academy

Riff Analytics

B
AI Visibility Tracking

Seven-engine tracking framed around answer share and citation gaps

Cognizo

B
AI Visibility Tracking

AEO platform with prompt volumes, AI traffic analytics, and a ChatGPT Ads module

Analyze

B
AI Visibility Tracking

AI search console covering discovery, monitoring, content, and reputation risk

Atomic AGI

C
AI Visibility TrackingFree tierFrom $40/mo

Combined AI search and Google analytics with vertical agents on top

Wellows

C
AI Visibility TrackingFrom $37/mo

AI visibility platform focused on citation tracking

Superlines

C
AI Visibility Tracking

AI search intelligence platform for brands and agencies

emberos

C
AI Visibility Tracking

Five-module agentic platform built around a Share-of-Prompt metric

Genrank

C
AI Visibility Tracking

Conversational-funnel visibility with advertising and social monitoring

Mentions

C
AI Visibility Tracking

Eight-model tracking including Llama, with crawler analytics

Topify

C
AI Visibility Tracking

GEO platform with AI crawler analytics

AEO Vision

C
AI Visibility TrackingFrom $9/mo

Six-engine tracking with Reddit citation and sponsored-placement reporting

Indexly

C
AI Visibility Tracking

Unified Google + AI search visibility with content generation

Rankshift

C
AI Visibility TrackingFrom €69/mo

AI visibility tracker with credit-based pricing

BrandPeek

C
AI Visibility TrackingFree tier

Fifteen-model monitoring with an AI fact sheet generator

Siftly

C
AI Visibility Tracking

Y Combinator-backed GEO platform with A/B testing

Quno

C
AI Visibility TrackingFree tier

Brand intelligence engine tracking ten-plus models

Promptmonitor

D
AI Visibility TrackingFrom $29/mo

200+ countries with AI bot analytics and privacy-first approach

LLM Pulse

D
AI Visibility Tracking

AI visibility with prompt suggestions and Looker Studio connector

Limy

D
AI Visibility Tracking

B2A (Business to Agents) with AI revenue tracking

Omnia

D
AI Visibility TrackingFree tierFrom €79/mo

AI visibility platform to track and improve brand presence in AI answers

GEO/AEO Tracker

F
Open SourceFree tier

Open-source, self-hosted AI visibility dashboard

WorkDuo

F
E-commerceFrom $29/mo

Product-level AI recommendation tracking for commerce brands

SiteSignal

F
AI Visibility TrackingFrom $49/mo

AI visibility monitoring with hallucination detection

Orchly.ai

F
AI Visibility TrackingFree tierFrom $49/mo

Unified SEO and AI search tracking with autonomous agents

Temso

F
AI Visibility TrackingFrom $29/mo

AI search visibility tracking with an AI content-execution agent

KIME

F
AI Visibility TrackingFree tier

AI visibility tracking with action-oriented recommendations

Radarkit

F
AI Visibility Tracking

50+ countries with LLM referral traffic and content crafting

Semrush AI Toolkit

Traditional SEOFrom $139.95/mo

Established SEO platform expanding into AI visibility tracking

Ahrefs Brand Radar

Traditional SEOFrom $129/mo

Ahrefs' AI brand monitoring tool

/ FAQ

Frequently Asked Questions

Which AI visibility tools offer sentiment analysis?
Peec AI, Brandlight, XFunnel, AthenaHQ, and Rankscale, plus 43 more all offer sentiment analysis. The full feature matrix on this page shows how each one compares.
What is sentiment analysis in AI visibility tools?
Track brand perception across AI platforms. It is one of the capabilities buyers weigh when choosing an AI visibility or answer engine optimization tool.
Does Elmo support sentiment analysis?
Not currently. Elmo focuses on transparent, independently verifiable tracking of mentions, citations, and competitor share. If sentiment analysis is a hard requirement, the tools listed here cover it.

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