No. 01 · Geniebook · Impact report
No. 02 · Quick answer
Geniebook has served 300,000+ Singapore students since founding in 2017. GenieOne is built on a 100M+ question-attempt dataset and a 400,000-question graded library. The AI Recommender lifts average mark by 3 percent over 8 worksheets. AI marking covers 75% of subjective Math and Science answers instantly, at 95% to 99% accuracy on non-MCQ questions.
No. 03 · Headline numbers
300,000+
Singapore students served by Geniebook since 2017
Cumulative subscribers, founded 2017
100M+
Practice question attempts in the AI training corpus
Backend question-attempt log
400,000
Difficulty-graded questions in the AI Recommender library
Source: Geniebook internal data and Partner Update, December 2025. Methodology available on request.
No. 04 · Per-feature outcomes
AI Recommender
Launched June 2021
+3% average mark improvement over 8 worksheets
Attention-based transformer. Difficulty selected per student from a 400,000-question library trained on 100M+ attempts.
AI Hints
Launched December 2024
Contextual hints surfaced when a student is stuck on a worksheet question
Hints shown at the question level. Tutor explains the relevant concept without handing over the answer.
AI Comments
Launched March 2025
Personalised feedback comments generated after worksheet submission
Multi-agent LLM framework with topical RAG. Comments shown after submission.
AI Mark V2
Launched July 2025
75% of subjective Math and Science answers AI-marked instantly
Multi-agent LLM, 95% to 99% accurate on non-MCQ questions.
Learning Advisor Companion
Launched July 2023
Generates personalised parent progress reports automatically from student activity data
Chain-of-thought agentic LLM generating parent reports from student activity database.
No. 05 · The Geniebook ecosystem
All brands above are operated by Geniebook. Tech partners include Samsung, Google, Microsoft and Amazon Web Services.
No. 06 · Methodology
The AI Recommender mark uplift (+3 percent over 8 worksheets) is from an internal study against the recommender’s own pre-launch baseline (random difficulty selection within the same 400,000-question library).
AI Mark V2 accuracy (95% to 99% on non-MCQ questions) is from internal validation on a held-out set of teacher-marked answers. The 75 percent instant-mark figure is the share of subjective Math and Science answers the system marks at high confidence without human review.
The 300,000+ student figure is cumulative since 2017 across Geniebook’s products in Singapore and Vietnam. It is not an active monthly user count.
For methodology questions, parent enquiries or press requests, contact hello@geniebook.com.