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Analyzers

Specialized semantic analyzers.
One API. One semantic contract.

Analyze safety, security, risk, intelligence, and customer text through specialized domain models while keeping the same API, authentication, usage model, and structured response format.

Every analyzer runs under the same guarantee: pinned configuration, versioned signals, and a fingerprinted receipt you can replay while its configuration remains supported.

12 production analyzers · 1 restricted · POST /v1/analyze · 1–2 analyzers per request
Explore analyzers Try live analysis

Choose by problem, not by name.

Start from what you need to do - the analyzer follows.

I need to Moderate harmful content Trust & Safety
I need to Analyze phishing / security text Cybersecurity
I need to Identify discriminatory language Discrimination
I need to Screen crisis / OSINT streams Crisis Intelligence
I need to Detect manipulation techniques Information Integrity
I need to Extract market events Market Intelligence
I need to Understand customer emotion Emotion Analysis
I need to Route support conversations Customer Service

Need more than one domain? Build a multi-stage workflow →

Production

Generally available analyzers

Safety & Trust

Catch what harms your users, your systems, and your organization.

Trust & Safety

Stop harmful content before it reaches your users.

Detect harmful language, harassment, abuse, scams, and safety policy signals in multilingual text.

210 indicators · 21 harm groups · 16 languages

Explore Trust & Safety

Discrimination Analysis

Detect discriminatory language and exclusion patterns in multilingual text.

Detect discriminatory language and exclusion patterns tied to protected classes and social identity.

200 indicators · 6 discrimination groups · 16 languages

Explore Discrimination Analysis

Dating Safety

Identify dating-safety risks before they become user harm.

Detect romance scams, coercion, unsafe contact escalation, and dating-platform risk signals in multilingual text.

200 indicators · 5 groups · 40 languages

Explore Dating Safety

Security & Fraud

Turn suspicious language into structured threat and fraud signals.

Cybersecurity

Find threat signals in multilingual text before analysts have to read it manually.

Detect phishing, credential abuse, malware, persistence, command-and-control, and security incident signals.

200 indicators · 6 threat groups · 15 languages

Explore Cybersecurity

Fraud & Scam Detection

Flag fraud and scam signals before money or credentials move.

Detect payment diversion, impersonation, advance-fee fraud, social-engineering lures, and scam patterns in multilingual text.

200 indicators · 4 groups · 39 languages

Explore Fraud & Scam Detection

Intelligence & Risk

Detect risk signals and emerging events across global text sources.

Insurance Intelligence

Turn claims and policy text into routeable insurance risk signals.

Detect claim events, policy-risk signals, coverage disputes, fraud indicators, and escalation language in multilingual insurance text.

200 indicators · 4 groups · 40 languages

Explore Insurance Intelligence

Crisis Intelligence

Detect crisis and geopolitical signals in multilingual text streams.

Detect crisis, displacement, conflict, humanitarian, governance, and information-environment signals.

650 indicators · 7 analysis groups · 21 languages

Explore Crisis Intelligence

Disinformation Analysis

Detect manipulation techniques and influence signals in text at scale.

Detect propaganda, coordinated influence, synthetic media, evidence manipulation, and narrative operations.

200 indicators · 6 manipulation groups · 16 languages

Explore Disinformation Analysis

Market Intelligence

Identify financial and market-event signals in text as your systems receive it.

Detect market-moving events, corporate actions, credit risk, macroeconomic signals, and financial incidents.

200 indicators · 20 event groups · 8 languages

Explore Market Intelligence

Customer Intelligence

Turn customer and audience language into structured signals.

Emotion Analysis

Turn customer and audience language into structured emotional signals.

Detect 20 distinct emotions in multilingual text with confidence-ranked top matches.

20 emotions · 20 emotion groups · 16 languages

Explore Emotion Analysis

Customer Service Intelligence

Classify incoming conversations automatically for routing, prioritization, and analysis.

Detect support intents, product problems, billing issues, urgency, escalation, and customer feedback signals.

200 indicators · 6 support groups · 18 languages

Explore Customer Service Intelligence

Wellness Intelligence

Turn wellbeing-related language into structured, routeable signals.

Detect wellbeing, behavioral, and human-state signals in multilingual text.

200 indicators · 4 groups · 41 languages

Explore Wellness Intelligence

Restricted

Access by agreement

These analyzers are deployed under custom agreements only - they are not part of the self-serve API or public plans.

Information Warfare

Restricted

Detect narrative coordination, synchronized messaging, persona farming, and inauthentic amplification across multilingual sources. Deployed under custom agreements only - not part of the self-serve API.

Request an access briefing

43 languages platform-wide - 8 to 41 per analyzer

Every plan includes every language each analyzer supports. A check means the analyzer evaluates that language today; a dash means it does not.

Language T&S trust-safety · 16 langs Cyber cybersecurity · 15 langs Discrimination discrimination · 16 langs Dating Safety dating-safety · 40 langs Fraud & Scam fraud-scam · 39 langs Crisis crisis-intelligence · 21 langs Disinformation disinformation · 16 langs Market Intelligence finance · 8 langs Insurance insurance · 40 langs Emotions emotions · 16 langs Customer Service customer-service · 18 langs Wellness wellness · 41 langs
English en ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓
French fr ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓
Spanish es ✓ ✓ ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
German de ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓
Italian it ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓
Dutch nl ✓ ✓ ✓ ✓ ✓ ✓ ✓ - ✓ ✓ - ✓
Norwegian no ✓ ✓ ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Polish pl ✓ ✓ ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Portuguese pt ✓ - ✓ ✓ ✓ ✓ ✓ - ✓ ✓ - ✓
Russian ru ✓ - ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Swedish sv ✓ ✓ ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Turkish tr ✓ - ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Ukrainian uk ✓ - ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Danish da - ✓ - ✓ ✓ ✓ - - ✓ - - ✓
Finnish fi ✓ ✓ ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Latvian lv ✓ - ✓ - - ✓ ✓ - - ✓ ✓ -
Lithuanian lt ✓ - ✓ ✓ ✓ ✓ ✓ - ✓ ✓ ✓ ✓
Arabic ar - - - ✓ ✓ - - - ✓ - ✓ ✓
Hebrew he - ✓ - - - ✓ - - - - - -
Hindi hi - - - ✓ ✓ - - ✓ ✓ - ✓ ✓
Japanese ja - ✓ - ✓ ✓ ✓ - ✓ ✓ - ✓ ✓
Korean ko - ✓ - ✓ - ✓ - ✓ ✓ - - ✓
Chinese zh - ✓ - ✓ ✓ ✓ - ✓ ✓ - ✓ ✓
Egyptian Arabic arz - - - ✓ ✓ - - - ✓ - - ✓
Belarusian be - - - ✓ ✓ - - - ✓ - - ✓
Bulgarian bg - - - ✓ ✓ - - - ✓ - - ✓
Bengali bn - - - ✓ ✓ - - - ✓ - - ✓
Czech cs - - - ✓ ✓ - - - ✓ - - ✓
Greek el - - - ✓ ✓ - - - ✓ - - ✓
Hausa ha - - - - ✓ - - - - - - ✓
Croatian hr - - - ✓ ✓ - - - ✓ - - ✓
Hungarian hu - - - ✓ ✓ - - - ✓ - - ✓
Indonesian id - - - ✓ ✓ - - - ✓ - - ✓
Marathi mr - - - ✓ ✓ - - - ✓ - - ✓
Nigerian Pidgin pcm - - - ✓ ✓ - - - ✓ - - ✓
Romanian ro - - - ✓ ✓ - - - ✓ - - ✓
Slovak sk - - - ✓ ✓ - - - ✓ - - ✓
Serbian sr - - - ✓ ✓ - - - ✓ - - ✓
Swahili sw - - - ✓ ✓ - - - ✓ - - ✓
Tamil ta - - - ✓ - - - - ✓ - - ✓
Telugu te - - - ✓ ✓ - - - ✓ - - ✓
Urdu ur - - - ✓ ✓ - - - ✓ - - ✓
Vietnamese vi - - - ✓ ✓ - - - ✓ - - ✓

Coverage grows as language packs graduate - check an analyzer's docs page for its per-language evidence.

Run any analyzer through the same endpoint.

One POST to /v1/analyze with an analyzers[] list. Free tier includes 5,000 analyzer runs per month.

Read the Quickstart See Pricing