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$21M-funded Berlin AI visibility platform with Looker Studio integration
Brandlight
AEnterprise AI visibility spanning content, commerce, partnerships, and AI ads
XFunnel
AAnswer-engine visibility with a dedicated analyst and an experimentation platform
AthenaHQ
AAction-focused AI blindspot detection with content workflows
Rankscale
ASeventeen engines and 94 technical checkpoints with no per-engine upsell
Waikay
AEntity-led AI analytics from the InLinks team, with a fact tracker
Generative Pulse
AGEO built around earned media, tracing AI citations to individual journalists
Promptwatch
BReal UI scraping with 630M+ citations tracked
Knowatoa
BBISCUIT Framework methodology with multi-language tracking
Aiso
BAI visibility built on captured multi-turn conversations rather than guessed prompts
BrandRank.AI
BRecommendation Share tracking with an explicit defensive monitoring side
Finseo
BAI visibility stack with query fan-outs, bot traffic, and an agent
Sight AI
BAgent that tracks weekly, then writes and ships the content
Share of Model
BBrand-marketing framing — perception, visibility, creative testing, activation
Qwairy
BFrench GEO platform that distinguishes API from UI results per engine
Erlin AI
BUnified AI search, SEO, and analytics with Reddit and YouTube citation tracking
GEO Metrics
BNine-engine Share of Model tracking with hallucination correction
Minddex
BFrench-market GEO platform with a query fan-out tool and GEO academy
Riff Analytics
BSeven-engine tracking framed around answer share and citation gaps
Cognizo
BAEO platform with prompt volumes, AI traffic analytics, and a ChatGPT Ads module
Analyze
BAI search console covering discovery, monitoring, content, and reputation risk
Atomic AGI
CCombined AI search and Google analytics with vertical agents on top
Wellows
CAI visibility platform focused on citation tracking
Superlines
CAI search intelligence platform for brands and agencies
emberos
CFive-module agentic platform built around a Share-of-Prompt metric
Genrank
CConversational-funnel visibility with advertising and social monitoring
Mentions
CEight-model tracking including Llama, with crawler analytics
AEO Vision
CSix-engine tracking with Reddit citation and sponsored-placement reporting
Indexly
CUnified Google + AI search visibility with content generation
Rankshift
CAI visibility tracker with credit-based pricing
BrandPeek
CFifteen-model monitoring with an AI fact sheet generator
Siftly
CY Combinator-backed GEO platform with A/B testing
Quno
CBrand intelligence engine tracking ten-plus models
Promptmonitor
D200+ countries with AI bot analytics and privacy-first approach
LLM Pulse
DAI visibility with prompt suggestions and Looker Studio connector
Omnia
DAI visibility platform to track and improve brand presence in AI answers
GEO/AEO Tracker
FOpen-source, self-hosted AI visibility dashboard
WorkDuo
FProduct-level AI recommendation tracking for commerce brands
SiteSignal
FAI visibility monitoring with hallucination detection
Orchly.ai
FUnified SEO and AI search tracking with autonomous agents
Temso
FAI search visibility tracking with an AI content-execution agent
KIME
FAI visibility tracking with action-oriented recommendations
Radarkit
F50+ countries with LLM referral traffic and content crafting
Semrush AI Toolkit
Established SEO platform expanding into AI visibility tracking
/ 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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