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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.

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

MetricSourcePrivacy ruleStatus
Tool starts and completionsProduction event contract in tool pagesNo child answers, names, email, or free textCode verified; no public aggregate count exported yet
Video lesson recordsRepository video-data inventoryReport aggregate public video metrics only11 owned video records are present in source
Free-class inquiries and sessionsParent inquiry form and session logParent contact only; no child identity in public summariesNo public aggregate count is published yet
Downloads and worksheet printsWebsite event contractNo document content or family answers storedPrint actions are instrumented where resources exist
External adoptionPublic link, email confirmation, partner letter, or event pagePublish names/logos only with permissionNo independently verified public adoption record is published yet
Current public status

No aggregate outcome snapshot is published yet

The site currently publishes code-verified artifact records, not outcome counts. Aggregate counts should appear here only after a reproducible source export exists, such as GA4, YouTube Studio, parent form logs, survey summaries, partner letters, or public pages. Until then, the public result is intentionally empty rather than estimated.

Usage

Tool starts, completions, resource clicks, downloads, video lesson visits, and repeat visits can be reported by month after export.

Learning

Parent-only confidence summaries, lesson completions, project starts, and anonymized outputs require consent and aggregation.

Authority

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

Download standard: A monthly CSV or PDF summary may be linked here only when the source export exists and has been privacy reviewed.