Opportunities › Guided learning tools for homework without direct answers › Proposed app
Stepwell
AI homework help that asks questions first, so kids do the thinking
- Score
- 38
- confidence 53
- Evidence
- 5
- items on the page
- Rivals
- 2
- named in sources
- First version
- 25 d
- estimate
- Type
- Mobile app
- PWA: installs on iPhone and Android
ScreensConcept
Mobile app: Children ask homework questions during study sessions, often at home or school, and parents review progress in short moments away from their desk. Sample screens on a phone, in the proposed brand. Their numbers are sample data.
Homework chat
- ChildJust tell me 12 x 15
- StepwellWhat is 10 x 15?
- Child150
- StepwellGood. And 2 x 15?
About this appAI proposal
Stepwell is a homework helper for children about 8 to 14. A child types a question and gets a short, level-matched question back instead of the answer. The AI works out where the child is stuck and nudges them one step at a time.
When a child asks for the answer outright, Stepwell notices and stays in guiding mode. It offers a hint, a worked example from a similar problem, or a smaller question. Parents set how much help is allowed.
Parents and teachers get a thinking trail for each session: what the child tried, where they got stuck, and what they worked out alone. It shows learning, which a finished answer cannot.
- Tagline
- Help that makes kids think, not copy.
- Voice
- EncouragingPatientPlainCurious
- Why this name
- A stepwell is a well you reach by walking down steps. The child gets to the answer one step at a time, by their own effort.
In the first version
Members say which features they would use. It tells PWAS what people want; it changes no score.
Guiding mode by default
Every reply is a leading question or a small hint. The final answer is never handed over, even when the child asks for it directly.
No member yet
Answer-seeking detection
Spots requests like 'just tell me' or pasted worksheet questions and switches to a gentler, more scaffolded reply.
No member yet
Level-matched questions
Questions adapt to what the child has already shown they understand, so the struggle stays productive and not frustrating.
No member yet
Try-first hint ladder
Hints unlock in stages. The child must write an attempt before a stronger hint appears, which brings friction back on purpose.
No member yet
Brand identityAI proposal
Check the name against trademark registers before using it.
Palette
#1F7A6DWell Teal · primary#FFF8ECPaper Cream · surface#1F2A33Ink Slate · text#F2A73BLamp Amber · accent#D9593DClay Coral · data and alerts
Typography
Aa
Stepwell
ABCDEFGHIJKLMNOPQRSTUVWXYZ 0123456789
Help that makes kids think, not copy.
PricingAI proposal
The material gives no competitor prices. These tiers follow the freemium and per-family idea in the opportunity and are a starting point to test.
Free
Free
- 1 child
- 5 guided sessions per week
- Basic thinking trail
Family
$9 a month
- Up to 4 children
- Unlimited guided sessions
- Help dial per child
- Full thinking trail and summary links
Classroom
Contact us
- Teacher dashboard
- Class thinking trails
- School licensing, contact us
Would you pay Family · $9 a month?
Your answer tells PWAS which prices people accept. It changes no score.
No answers yet.
What it could be worthEstimate
What a software business making this much sells for today, from real deals. Pick a monthly revenue.
If it makes
Worth about
$194,000
Sale range $132,000 to $263,000
$120,000 a year in revenue
From 87 software businesses listed and sold on Empire Flippers in the last year, revenue vetted by the broker: they sell for about 19× their monthly revenue, most between 13× and 26×.
Measured on profit, the middle deal is 32× monthly net profit: about 2.7 years of profit.
An estimate, not an offer or financial advice. A real price depends on profit, growth, churn, how much of the work is the owner's, and the buyer.
How it would growAI proposal
How the product would reach new customers through its own use, and how the first ones would be found. A plan to test, not a result.
- Built-in loop
- Shared outputs. Parents send the weekly thinking-trail summary link to a co-parent, tutor or teacher. The page shows the Stepwell name and a way to try it.
- Do they become customers?
- Tutors and teachers who open the link are potential buyers for classroom use, and co-parents can join a family plan. Test how many recipients start a free account.
- First customers
- Parents of 9 to 12 year olds who have caught a child using ChatGPT for homework and who are active in parenting or homeschool communities.
- Where to reach them
- Parent and homeschool forums: Post a free pilot offer in parenting and homeschool groups and collect feedback from families who try it for two weeks.
- Private tutors: Offer tutors free accounts to use the thinking trail with students, then ask them to recommend it to parents.
- Hacker News follow-up: Reply with a demo in the original discussion thread and recruit parent testers from it.
- First milestone
- 20 families use it weekly for a month, and at least 5 pay for the Family plan.
Why people already pay for this
- VerifiedHacker News post received 35 points and 39 comments
- Public claimStudents use ChatGPT to complete homework without learning, acting as middleware between AI and the assignment.
- Public claimExisting AI for kids products fail to prevent cheating by providing direct answers instead of guidance.
- Public claimThe core issue is that AI answers lack friction, making it too easy to cheat rather than learn.
- Public claim
Tech stack
Every proposal builds on the same PWA base, installable from the browser on any phone or computer. Dashed boxes are what this app adds.
- AppNext.js and TypeScript
- PWAManifest and service worker
- UITailwind CSS
- Data and authSupabase Postgres
- PaymentsStripe
- EmailResend
- HostingVercel
- This app · AI modelHosted LLM API with a structured-output modeGenerates leading questions and classifies whether a message seeks a direct answer.
- This app · Content safetyModeration service for child-facing textChildren use the chat, so replies and inputs need filtering and logging.
RisksAI inference
- AIThe model may leak the answer through a hint, or a child may phrase requests to get around guiding mode. Needs a test set of real homework and answer-extraction attempts.
- CommercialChildren may prefer ChatGPT, which is free and instant. Parents have to enforce use of Stepwell, so the buyer and the user want different things.
- RegulatoryCollecting data on children under 13 brings child-privacy rules (such as COPPA or GDPR for children). Parental consent and minimal data storage are required.
- TechnicalJudging a child's level from a few messages is hard. Poor calibration gives questions that are too easy or too frustrating, and kids quit.
- CommercialEvidence is one Hacker News thread with 35 points. Willingness to pay for this is not shown in the material and must be tested.
Everything marked AI proposal or AI inference was written by a model from the evidence on the opportunity page. The proposed name must be checked against trademark registers before it is used.