Aggregated results

Measured Outcomes for AI Education for Kids

Outcomes should be published as aggregated, date-stamped evidence: tool completions, downloads, video lesson use, free-class inquiries, parent feedback summaries, partner pilots, and repeat usage. No public outcome should expose a child’s identity or private learning record.

By the AI Education for Kids Editorial Team · Materially reviewed August 3, 2026

Evidence standard: This page organizes public-benefit work and verification artifacts. It does not state or imply that any immigration category has been approved or guaranteed. Independent records, dated source files, and third-party confirmation are stronger than self-published claims.

Metrics register

What to measure and how to label it

Metric	Source	Privacy rule	Status
Tool starts and completions	GA4 event export	No child answers, names, email, or free text	Instrument and snapshot monthly
Video lesson views and clicks	YouTube Studio and website events	Report aggregate counts only	Connect each video to one lesson page
Free-class inquiries and sessions	Parent inquiry form and session log	Parent contact only; no child identity in public summaries	Aggregate by month
Downloads and worksheet prints	Website events	No document content or family answers stored	Track resource usefulness
External adoption	Public link, email confirmation, partner letter, or event page	Publish names/logos only with permission	Label verification strength

Monthly snapshot format

Publish results with limits visible

Usage

Tool starts, completions, resource clicks, downloads, video lesson visits, and repeat visits by month.

Learning

Parent-only pre/post confidence summaries, lesson completions, project starts, and voluntarily submitted anonymized outputs.

Authority

Referring domains, citations, partner use, invited talks, reviews, judging, and public mentions separated from self-published evidence.

Download standard: Add a CSV and PDF export for each monthly snapshot after source data is available. Label every number by source: GA4, YouTube Studio, email, survey, partner letter, public page, or manually verified document.