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Glassbox AI vs Heap AI

A direct comparison using the real catalog fields currently available for both products.

Last updated

Glassbox AI favicon

Glassbox AI

Glassbox

Heap AI favicon

Heap AI

Heap (Contentsquare)

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
AI Digital Experience and Session Replay
AI Behavioral Analytics Platform
Company
Glassbox
Heap (Contentsquare)
Status
Active
Active
Launch year
2022
2022
Tags
digital-experienceaisession-replayregulated-industriesprivacybanking
product-analyticsaiautocapturebehavioralfunnelanalytics
Pricing
Starting price
FreeBest value
Free
Pricing model
Enterprise
Freemium
Free plan
No
No
Free trial
✓
✓
Pricing notes

Enterprise licensing. No public pricing. Annual contracts. Demo available.

Free plan (10K sessions/month). Growth custom. Pro custom. Enterprise custom. Acquired by Contentsquare 2023.

Capabilities
Best for
Regulated industry digital experience analyticsCompliance-safe session replayAI friction detection for financial servicesCustomer journey mappingDigital experience for banking and insurance
No-instrumentation product analyticsRetroactive behavioral analysisAI-surfaced user behavior insightsProduct funnel optimisationWarehouse-integrated behavioral data
Target audience
Digital product teams at banks and insurersUX researchers in regulated industriesContact centre managersDigital commerce teamsCompliance-conscious digital leaders
Product managersData analystsGrowth teamsUX researchersData-driven product teams
AI type
ML Platform
ML Platform
Modalities
DataText
DataText
Technical
Model provider
Glassbox
OpenAIHeap
Model names
—
—
API available
✕
✓
Open source
✕
✕
Deployment
SaaSOn-premise
SaaS
Platforms
WebiOSAndroid
WebiOSAndroidAPI
Integrations
SalesforceAdobe AnalyticsContact centre platformsAPI
SalesforceMarketoSnowflakeBigQueryAmplitudeAPI
Team collaboration
✕
✕
Trust & security
Security

SOC 2 Type II. ISO 27001. GDPR compliant. PCI DSS compliant. FCA and financial services regulatory compliance. Enterprise data handling agreements.

SOC 2 Type II. ISO 27001. GDPR compliant. CCPA compliant. Enterprise data handling agreements.

Privacy notes

Digital session data captured with automatic PII and sensitive data exclusion. Compliant data handling designed for financial services regulatory requirements.

User behavioral data processed under Heap's data handling policy and Contentsquare's enterprise agreements following the acquisition.

Verdict
Pros
  • Privacy-first regulated industry design addresses compliance requirements that mainstream analytics tools don't meet
  • AI struggle detection surfaces friction signals at scale without manual session watching
  • Journey analytics for complex multi-step financial services workflows provides operationally critical visibility
  • Session replay accessible to call centre agents provides context for complaint resolution
  • Autocapture eliminates instrumentation work — all interactions are available for analysis without pre-planning
  • Retroactive analysis allows asking questions about past behavior not anticipated during product build
  • Free plan with 10K sessions provides genuine product analytics evaluation without payment
  • Contentsquare integration creates path to enterprise digital experience analytics platform
Cons
  • Enterprise-only pricing appropriate for financial services organisations with dedicated digital analytics budgets
  • Privacy-first capture occasionally excludes data useful for UX analysis — tradeoff of compliance design
  • Competing with FullStory (rank 555) and Contentsquare (rank 558) for regulated industry digital analytics
  • Contentsquare acquisition creates product roadmap uncertainty — evaluate current Heap vs Contentsquare positioning
  • Autocapture generates large data volumes requiring filtering to extract signal from noise
  • Competing with Amplitude (covered) and Mixpanel (covered) for product analytics market share

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Glassbox AI best for

Regulated industry digital experience analytics
Compliance-safe session replay
AI friction detection for financial services
Customer journey mapping
Digital experience for banking and insurance

Heap AI best for

No-instrumentation product analytics
Retroactive behavioral analysis
AI-surfaced user behavior insights
Product funnel optimisation
Warehouse-integrated behavioral data

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