AI brand perception intelligence

Track the market signals forming around your brand.

MarketSignal monitors AI answers, reviews, customer language, competitor drift, and early reputation risk, then turns those signals into a source-backed brief your team can act on.

Source-backed briefsConfidence levels shownYour team decides what to act on

AI answersReviewsCustomer languageCompetitor driftRisk signals
MarketSignal intelligence workspace: AI answer snippets, review cards, competitor drift markers, and source citations flowing into a weekly Market Signal Brief

Reporting window Jan 1, 2026 – Jun 14, 2026

tracked brands
42tracked brands
AI answer captures
1.8MAI answer captures
review items analyzed
850,000review items analyzed
signal briefs generated
512signal briefs generated
human override rate
4.2%human override rate

SOC 2 Type I passed March 31, 2026; Type II not claimed.

99.9% Public API uptime target; 99.95% Data Ingestion uptime target.

Integrations live: Salesforce, Google Search Console, Slack.

Enterprise PropTech operator, production since January 2026: reduced manual sentiment-entry work by 85% and shortened response time on negative AI-generated review clusters by 40%. Named customer details available in sales materials where permitted.

Internal dashboard extract, Jan 1–Jun 14, 2026; active workspaces include 2 sandbox environments.

Coverage

What MarketSignal watches.

Four public signal surfaces, monitored continuously and traced back to the source that produced them.

AI answers

How ChatGPT, Claude, Gemini, and Perplexity describe your brand — captured with timestamps and source citations.

Evidence: answer capture · diffed weekly

Reviews

The themes and verbatim phrases buyers repeat across G2, Trustpilot, and the App Store.

Evidence: review URL · author · capture date

Customer language

The exact words customers use in public communities, clustered by frequency instead of summarized.

Evidence: thread permalink · raw quote

Competitor drift

How competitors get framed against you across answer engines, review platforms, and search results.

Evidence: side-by-side snippet · date · channel

Sample MarketSignal brief showing what changed, why it matters, confidence level, and the source trail

What your team receives

A sourced brief that says what changed and why it matters.

Every brief lays out the signal, the confidence level, the source trail, and the options your team can consider — clarify, correct, escalate, or explain. Nothing is invented, and every claim links back to the capture behind it.

Who it's for

Built for brand teams.

Brand

See which descriptions of the brand are hardening in public before they become the default.

Product marketing

Write messaging with the phrases buyers already repeat, sourced from real reviews and threads.

Comms

Spot reputation threads at signal stage, with the source trail needed to brief stakeholders.

Leadership

Read one sourced brief a week on how market perception is moving, with confidence levels shown.

Competitor drift market map with anonymised competitor cards, weekly momentum scores, narrative gain indicators, and source trails

Competitor drift

Watch where competitors are gaining narrative ground.

Anonymised competitor movement, weekly momentum scores, and the source trail behind each shift — so your team can see which stories are hardening in the market before the quarter is decided.

Boundary

Human review stays in charge.

MarketSignal reports what public sources say and shows the confidence behind each signal. It does not change AI answers, reviews, or search results, and it does not replace brand, marketing, or comms judgment — your team decides what to clarify, correct, escalate, or explain.

Pricing

Plans that match how perception moves.

Signal Check

Founders and lean brand teams checking one brand's answer visibility and review language.

$49/month
  • 1 tracked brand
  • 1 user
  • Monthly AI answer visibility snapshot
  • 2 review sources
  • Up to 3 competitors
Start free

Growth Monitor

Recommended

Growing SaaS and B2B teams actively tracking positioning, reviews, competitors, and risk.

$199/month
  • 3 tracked brands
  • 5 seats
  • Scheduled AI answer monitoring
  • Review intelligence and customer-language clustering
  • Weekly Market Brief
Start free

Market Team

Marketing, comms, and product marketing teams managing several brands or product lines.

$499/month
  • 10 tracked brands
  • 15 seats
  • Advanced competitor tracking
  • Custom monitoring prompts
  • Brief exports for leadership
Start free

Start with a 14-day full-access trial. After the trial, you have a 3-day export grace period before paid access begins.

All plans include source-backed signal capture and human-reviewed recommendations. MarketSignal surfaces what changed and why; your team decides what to publish, correct, escalate, or test.

Ready when you are

See what the market is starting to believe about your brand.