agent · data analysis
GA Lite vs Pecan AI
55 fields both were evaluated on, 18 of them different — including where one discloses something the other does not. Every value links to the document it came from. 37 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | GA Lite | Pecan AI |
|---|---|---|
| Explainability· | no public information galite.io · checked Aug 5, 2026 | “Transparent dashboards show the drivers behind every prediction for maximum explanability.”www.pecan.ai · checked Aug 1, 2026 |
| Permission scopes· | Granular sharing: public homepage, anonymous mode, password protection “Shareable dashboards Publish a public homepage, hide site identity in anonymous mode, or protect dashboards with a password.”galite.io · checked Aug 5, 2026 | no public information www.pecan.ai · checked Aug 1, 2026 |
| Compliance certifications· | no public information galite.io · checked Aug 5, 2026 | “Pecan is ISO 27001 certified, SOC 2 Type II audited, GDPR ready, and encrypts data in transit and at rest.”www.pecan.ai · checked Aug 1, 2026 |
| Regulatory alignment· | no public information galite.io · checked Aug 5, 2026 | “Pecan is ISO 27001 certified, SOC 2 Type II audited, GDPR ready, and encrypts data in transit and at rest.”www.pecan.ai · checked Aug 1, 2026 |
Safety
| Field | GA Lite | Pecan AI |
|---|---|---|
| Data handling· | Does not store data long-term; caches aggregated results up to 24 hours “GA Lite does not store your site analytics or search performance data long term. Some features temporarily cache aggregated results for up to 24 hours.”galite.io · checked Aug 5, 2026 | “Pecan is ISO 27001 certified, SOC 2 Type II audited, GDPR ready, and encrypts data in transit and at rest. You control what data is shared, and PII is never needed or requested.”www.pecan.ai · checked Aug 1, 2026 |
Practicality
| Field | GA Lite | Pecan AI |
|---|---|---|
| Pricing model· | usage-based (freemium with tiered monthly/yearly subscriptions) “Simple, transparent pricing Core features are free to use. Upgrade to unlock more features. Monthly Yearly 58% OFF Free $0 /month Free Unified dashboard Public homepage MCP connection Most Popular Basic 17% OFF $8.25 $9.90 /month Sign in to subscribe Unified dashboard Public homepage Custom username MCP connection Billed annually at $99 Pro 58% OFF $12.42 $29.90 /month Sign in to subscribe Unified dashboard Public homepage Custom username MCP connection Data funnel features Billed annually at $149”galite.io · checked Aug 5, 2026 | “Here is our easy-to-understand and no end-of-month-surprises pricing.”www.pecan.ai · checked Aug 1, 2026 |
| Price point· | no public information galite.io · checked Aug 5, 2026 | |
| Availability· | no public information www.pecan.ai · checked Aug 1, 2026 | |
| Deployment options· | SaaS “Connect your traffic, search, sharing and AI workflow with GA Lite in under 60 seconds Free to use, no credit card. Sign in to start”galite.io · checked Aug 5, 2026 | “You can opt to upload CSV or Excel files. We’ll map it to your stack during the demo.”www.pecan.ai · checked Aug 1, 2026 |
| Integrations· | no public information galite.io · checked Aug 5, 2026 | “Secure connectors link directly to your cloud warehouse, then predictions flow into CRMs, marketing platforms, and BI dashboards via native integrations or API.”www.pecan.ai · checked Aug 1, 2026 |
| Support model· | Email-based support (support@galite.io) “Need a custom plan? Reach out to support@galite.io”galite.io · checked Aug 5, 2026 | no public information www.pecan.ai · checked Aug 1, 2026 |
Ecosystem
| Field | GA Lite | Pecan AI |
|---|---|---|
| Protocols supported· | MCP “MCP for AI Let Claude, Cursor or any MCP client read your analytics through a remote endpoint after one browser approval.”galite.io · checked Aug 5, 2026 | “Secure connectors link directly to your cloud warehouse, then predictions flow into CRMs, marketing platforms, and BI dashboards via native integrations or API.”www.pecan.ai · checked Aug 1, 2026 |
| Tool use· | Uses MCP protocol to enable AI clients to query analytics data “Add the GA Lite MCP endpoint to Claude, Cursor or any MCP-aware client and ask questions about traffic, search, realtime and funnels — no install, no SDK.”galite.io · checked Aug 5, 2026 | no public information www.pecan.ai · checked Aug 1, 2026 |
| Multi-agent· | Yes — integrates with multiple AI clients (Claude, Cursor, Gemini, etc.) as external agents via MCP “MCP for AI Let Claude, Cursor or any MCP client read your analytics through a remote endpoint after one browser approval.”galite.io · checked Aug 5, 2026 | no public information www.pecan.ai · checked Aug 1, 2026 |
| API access· | no public information galite.io · checked Aug 5, 2026 | “Secure connectors link directly to your cloud warehouse, then predictions flow into CRMs, marketing platforms, and BI dashboards via native integrations or API.”www.pecan.ai · checked Aug 1, 2026 |
| Open source· | Open source (on GitHub) “Open source on GitHub Browse the GA Lite open-source edition.”galite.io · checked Aug 5, 2026 | no public information www.pecan.ai · checked Aug 1, 2026 |
Impact
| Field | GA Lite | Pecan AI |
|---|---|---|
| Target sectors· | no public information galite.io · checked Aug 5, 2026 | |
| High-risk domains· | no public information galite.io · checked Aug 5, 2026 | “Fraud and Chargeback Prevention Score each transaction or account for fraud risk, then trigger actions like hold for review or auto-cancel while reducing false positives.”www.pecan.ai · checked Aug 1, 2026 |
Disclosed by neither
Both GA Lite and Pecan AI publish nothing on these 37 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 37 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- User base
- Deployment scale
- Documented incidents
- Supported regions
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Runtime governance
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do GA Lite and Pecan AI compare on availability?
- GA Lite: publicly available. Pecan AI: no public information disclosed.
- How do GA Lite and Pecan AI compare on support model?
- GA Lite: Email-based support (support@galite.io). Pecan AI: no public information disclosed.
- How do GA Lite and Pecan AI compare on tool use?
- GA Lite: Uses MCP protocol to enable AI clients to query analytics data. Pecan AI: no public information disclosed.
- How do GA Lite and Pecan AI compare on multi-agent?
- GA Lite: Yes — integrates with multiple AI clients (Claude, Cursor, Gemini, etc.) as external agents via MCP. Pecan AI: no public information disclosed.
- How do GA Lite and Pecan AI compare on open source?
- GA Lite: Open source (on GitHub). Pecan AI: no public information disclosed.
- How do GA Lite and Pecan AI compare on permission scopes?
- GA Lite: Granular sharing: public homepage, anonymous mode, password protection. Pecan AI: no public information disclosed.