Product

Google Analytics 4

by Google

Product website
https://marketingplatform.google.com/about/analytics/
Categories
Product Analytics

Description

Analytics for websites and apps, with reports on traffic sources, campaigns, engagement, and key events.

AI-native score

How ready this product is for agents to use, on a 0–100 scale across four weighted dimensions. Security is one of them, so a high score is not a substitute for your own security or vendor-risk review. How is this scored?

Unrated. Only 8% of the scored decision fields are researched, so the grade is held until more are confirmed. The breakdown below shows what's been scored.

Integration0/10Trust0/6Portability2/4Security0/4Tier D10/100
Component Raw Weight Contribution
Integration 0/10 35% 0.0
Trust 0/6 30% 0.0
Portability 2/4 20% 10.0
Security 0/4 15% 0.0
Signals that fired
  • Portability: Standard protocol access (+1) ; No proprietary-SDK lock-in (+1)
Signals not researched

These gaps cover the fields used in the AI-native score.

  • Integration surfaces: llms.txt, WebMCP, Headless signup, MCP servers, Agent2Agent (A2A) servers, Native connectors, API specs, Command-line interfaces, Agent skills, Developer kits
  • Trust & data policy: Trust center, Multi-factor authentication, Zero data retention, No generative AI training, Hard budget caps, Sandbox environment, Data export, Data import, Open standards, Documented provider swap, Self-hostable, Open source
  • Security & compliance: Compliance certifications, Access controls

Trust & data policy

Standard protocol access
Yes
No proprietary-SDK lock-in
Yes

Not yet researched Trust center, Multi-factor authentication, Zero data retention, No generative AI training, Hard budget caps, Sandbox environment, Data export, Data import, Open standards, Documented provider swap, Self-hostable, Open source

What it does

Jobs to be done

From cited vendor documentation, each completion verdict says whether an agent can deliver the job's main outcome by and large through this product and which steps still need a person. Scope may limit cases or prerequisites while preserving that outcome. It's a separate axis from the AI-native score. Expand a job for the human steps, delegation, and scope. An unknown verdict means the answer is not yet established.

  • Compare marketing channel performance Finishes, delegation unknown

    Compare acquisition traffic and conversion outcomes across marketing channels or campaigns.

    Completion detail · via API
    Setup needs a human
    Unknown
    Per-task human step
    Unknown
    On behalf of a principal
    Unknown

    An authorized Google Analytics 4 property user retrieves a report table to compare marketing channels for a selected date range through the Data API runReport method. The report can group sessions and key-event counts by sessionDefaultChannelGroup. Completion ends at the returned channel-performance table for that property.

    Conditions: The Data API must be enabled in a Cloud project and the authenticated user must have access to the Analytics property. Key-event counts depend on the property key-event configuration and apply from event marking onward. Human requirements during setup or execution and agent permission to act for a principal remain unassessed.

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Offers

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Reviews

No approved reviews yet.

RSS: approved reviews

Catalog activity

Track how this entry changes as proposals are opened and merged.

RSS: merged changes · RSS: open proposals

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Ready to decide?

Unrated · 8% researched. Grade withheld until more fields are verified.

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