VectorHop
Market & Roadmap

Market & Capability Roadmap

What the market charges, what it is missing, and what we have to build before we can charge for this. Prices researched 2026-08-30; franchise figures are ranges by definition and several consumer prices come from aggregators rather than vendor pages.

25
Competitors tracked
10
Direct threats
26
Capabilities mapped
9
P0 gaps
table stakes not yet built

Pricing thesis

Position against the $150–$350/month a family already spends at Kumon, Mathnasium, or RSM — not against $9.99 apps. But price the household, not the seat.

Math Academy charges $49/month and Wild Zebra $48/month, both per child. A homeschool family with three children pays them $144–$147/month. That per-child arithmetic is the sharpest pricing weapon available, and Duolingo’s fastest-growing product globally is its family plan.

TierPriceCoversRationale
Free$01 child, read-only mastery map, 1 animated lesson per branch, 5 printables/monthPrintable worksheets are the highest-intent free acquisition channel in this market. The placement report is the conversion moment.
Learn$16/mo or $129/yr1 child, full Socratic engine, all animated scenes, unlimited printablesParity with Beast Academy and IXL core. Exists mainly to make the next tier look correct.
Homeschool ★$29/mo or $249/yrUp to 3 children, plus builder, paper scan grading, multi-pedagogy tracks, curriculum-switch import, portfolio exportOne fifth of a single Kumon subject and one tenth of Mathnasium, covering three children where competitors would charge $144.
Family / Tutor$49/mo or $399/yrUp to 6 children, plus scene editor, branded printable packets, roster and bulk scan gradingMatches the Math Academy price point but for a household or microschool rather than one seat. Highest LTV, lowest churn segment.
Microschool (later)$99–$149/moUp to 15–25 students, cohort reports, invoicingA bridge to B2B without a district sales motion.
  • Annual-first. Two thirds of education apps lean annual and annual lifetime value per payer runs about 60% higher than monthly.
  • No free trial; a 30-day money-back guarantee instead. More than half of three-day-trial cancellations happen on day zero.
  • Never discount below $12.99. Below that is solver-app territory, where monthly churn runs above 7% and the competition is free Gemini.
  • No weekly pricing. It signals a homework-cheating product and destroys the parent trust the whole position depends on.

Capability roadmap

What has to exist before this can be charged for, ordered by whether it is disqualifying, differentiating, or optional.

P0 — table stakes

10 items

Cannot charge money without these. None of them differentiate us; all of them are disqualifying if missing.

Placement diagnostic producing a visible gap map

P0noneM

A 15-35 question adaptive diagnostic that ends in a mastery map showing exactly where the gaps are. This is the conversion event, not a feature.

A parent will not un-see a gap map. Math Academy leads with it and it is the demo that sells the product.

Competitors with it: 4

Canonical topic graph with prerequisites, publicly browsable

P0builtL

The full K-12 atlas with prerequisite edges, browsable before payment and indexable by search engines.

Parents want to see the map before paying; it doubles as the SEO surface.

Competitors with it: 1

Common Core plus state standards crosswalks

P0partialM

Per-topic alignment to CCSS and at least five state standard sets, displayed on the topic page.

Non-negotiable for homeschool state reporting and for parent trust. IXL sets the bar.

Competitors with it: 3

Multi-child accounts with fast switching

P0partialS

Per-child mastery state, switching without re-login, one billing relationship.

Two or more children is the homeschool default. Math Academy and Wild Zebra charging full price per child is the market's biggest unforced error.

Competitors with it: 3

Parent dashboard and automated weekly email

P0noneS

Minutes, topics mastered, current struggles, and one recommended action, delivered weekly without being asked.

The single cheapest retention lever in this category.

Competitors with it: 3

Credible content volume

P0partialL

Roughly 1,200-1,500 topic nodes and 10,000+ distinct problems before a K-8 coverage claim is credible; 2,500 nodes and 20,000+ problems for parity with the serious tier.

Content volume is the first thing a sceptical parent checks. Parameterised generators turn this into "never the same worksheet twice", which is a stronger claim than a count.

Competitors with it: 3

Printable worksheet and answer key per topic

P0partialM

Every topic node generates a randomised printable worksheet with an answer key.

Table stakes given Kuta, TpT, and Math Mammoth — and simultaneously the highest-intent free acquisition channel in this market.

Competitors with it: 3

CAS verification of every asserted step

P0noneM

Symbolic verification that each generated answer and each intermediate transformation is correct, before it renders.

An AI tutor that confidently teaches a wrong step is an unrecoverable trust event with homeschool parents, who talk to each other constantly.

No tracked competitor has this.

Self-serve cancel-anytime billing

P0noneS

Annual-default pricing, monthly option, 30-day money-back, cancellation without a phone call.

Mathnasium, Kumon, and Cuemath opacity is a gift — frictionless cancellation is a marketing claim.

Competitors with it: 2

COPPA-compliant data posture

P0noneM

Verifiable parental consent, retention limits on children's data, a written information security program, and written third-party assurances from any model vendor touching children's data.

Full compliance with the amended COPPA rule was due 2026-04-22 and is already in force. Scanned worksheet photos and any voice feature put us squarely in scope.

Competitors with it: 3

P1 — differentiators worth paying for

10 items

The reasons a parent picks us over a $10 app or a free chatbot. Most are things a chat window structurally cannot do.

Step-level DAG with multiple valid derivation paths

P1builtL

Problems are graphs of reasoning steps, so completing the square and the quadratic formula are both accepted and the system knows which route the student is on.

Every competitor including the new Socratic AI tutors runs a linear hint chain; Symbolab and Wolfram have one canonical path. Nobody has this.

No tracked competitor has this.

Misconception taxonomy surfaced to the parent in plain English

P1partialM

Named diagnostic codes per topic, reported as "she is treating −(x+3) as −x+3, in 4 of 6 problems this week".

The single most persuasive artifact you can put in a parent inbox, and nobody produces it. It justifies the price by itself.

No tracked competitor has this.

Animated conceptual models bound to the actual problem

P1partialL

A bar model that grows with the numbers in this problem, a balance that tips with this equation, a motion track for this word problem. The animation is the argument, not decoration.

ST Math proved visual-first math works at scale but decoupled it from symbolic work. Mathigon has interactivity without progression. Nobody binds animation to problem semantics.

Competitors with it: 2

Paper to photo to vision grading loop

P1noneL

Scan a completed printable, get per-step credit, and update mastery automatically.

Thinkster charges $100+/mo for the human version. It is also our answer to screen-time objections, which is the largest unaddressed parent concern in the category.

Competitors with it: 2

Multi-pedagogy lens switching on one topic node

P1builtM

The same mastery node shown Singapore-style, Russian-style, classical-drill-style, or Kumon-style, over one shared mastery model.

Literally zero products do this, and parents already shop by pedagogy name. RSM built a $2,000-3,500/yr business substantially on a pedagogy label.

No tracked competitor has this.

Curriculum-switch import and cross-program mastery mapping

P1noneM

"We used Saxon 5/4 through lesson 60 and Beast Academy 3A-3C" maps onto our graph as presumed-mastered, then verified by targeted probes.

Homeschoolers change math programs constantly and lose all continuity. Nothing addresses this; IXL textbook skill plans are the closest and are one-directional.

No tracked competitor has this.

Portfolio, transcript, and state-report export

P1noneM

A PDF of hours logged, topics covered with standards codes, and work samples from scanned worksheets.

Homeschool state reporting is a real annual chore in about half of states. Owning it makes us the system of record — the one defensibility a model provider cannot ship as a feature.

No tracked competitor has this.

Spaced-repetition review scheduling across the graph

P1noneM

Automatic review scheduling so mastered topics stay mastered, driven by the prerequisite graph.

Math Academy's actual moat, and the thing their customers rave about.

Competitors with it: 2

Worksheet and lesson builder with dual output

P1partialM

One authoring pass produces both an assignable interactive lesson and a print-ready PDF.

Parity target is Kuta quality with MagicSchool ease. Strong for the tutor and microschool segment, which is the highest-LTV, lowest-churn buyer.

Competitors with it: 2

A quiet kid-facing motivation loop

P1noneM

A daily target, a streak, and XP tied to minutes of focus — deliberately not a game that eats the learning time.

36% of kids-app cancellations are "child lost interest". But our buyer is a parent suspicious of Prodigy, so the loop must be quiet.

Competitors with it: 3

P2 — nice to have

6 items

Real value, wrong order. Efficacy evidence is the exception: P2 to build, P1 to instrument for from day one.

User-facing scene and expression editor

P2builtL

Expose the actor rig, keyframe, and expression studio to users rather than keeping it internal.

Almost no parent will use it, but it is a killer tutor/microschool feature and a marketing asset via shareable scenes. Keep internal-authoring-only at first.

Competitors with it: 1

Competition math track (AMC 8 / MATHCOUNTS)

P2noneM

An enrichment track for the olympiad-adjacent segment.

High affinity and strong word of mouth, small addressable market.

Competitors with it: 1

Native iOS and Android apps

P2noneL

App store presence where parents search.

Web-first with parent-owned billing sidesteps the 30% cut, the Kids Category constraints, and the new App Store Accountability age-signal APIs. Add mobile once ARR justifies the compliance work.

Competitors with it: 3

Human tutor review add-on

P2noneM

A Thinkster-style paid upsell where a human reviews scanned work.

Proven $99+/mo upsell, but human-labour economics.

Competitors with it: 2

Third-party efficacy evidence

P2noneL

A quasi-experimental study leading toward an ESSA evidence tier.

P2 in build order but P1 in narrative order: instrument for it from day one so the study is possible in year two. Tutor CoPilot's Stanford RCT (+4pp mastery, +9pp for weaker tutors) is the best borrowed evidence for Socratic scaffolding in the meantime.

Competitors with it: 2

WCAG 2.1 AA and a VPAT

P2partialM

Reduced-motion honoured everywhere, keyboard-navigable step entry, screen-reader-accessible math via MathML/ARIA rather than images, captions for animated models.

An animation-heavy product has real accessibility exposure, and institutional buyers cannot adopt without a VPAT.

No tracked competitor has this.

Competitors

16 of 25 have a published consumer monthly price.

Bloomy

adaptive practice · K-12 mastery, launched via YC S26

direct$39/mo

$39/mo or $279/yr

YC S26; pilot at a MA charter school, ~150 students, ~1.8x expected NWEA MAP growth (uncontrolled)

Strengths

  • Clear three-stage model: worked examples, AI-guided practice, then a no-AI 90% mastery test
  • Mastery gating is legible to parents

Weaknesses

  • Very new
  • No visual/animation layer
  • No printables
  • Evidence is observational

ChatGPT Study Mode / ChatGPT for Teens / Gemini Guided Learning

solver · Everyone

direct

Free, on free and paid personal plans

Strengths

  • Socratic hint-first modes shipped free
  • Parental controls, quiet hours, homework-shortcut detection
  • Distribution that cannot be bought
  • Google also owns Photomath

Weaknesses

  • No persistent longitudinal mastery state
  • No curriculum spine
  • No printables, no paper loop
  • No parent reporting or standards mapping
  • No purpose-built animation

ChatGPT for Teens launched 2026-08-18. This is the commoditisation event: they shipped the headline feature at $0. The answer is to compete on what a chat window structurally cannot do.

CTCMath

curriculum · Homeschool families

direct

[S] $149/yr single child; ~$195-198.50/yr family up to 10 children

Strengths

  • All-grades-unlocked family pricing is exactly right for homeschoolers who move between levels

Weaknesses

  • Video-and-quiz format
  • No adaptivity or reasoning
  • Dated presentation

This is the pricing structure to copy.

Happy Numbers

adaptive practice · Schools, K-5

direct

[V] Home $99/student/yr ($49 each additional); classroom from $370/20 students

Small, school-focused

Strengths

  • Genuinely dialogic step-by-step guidance with visual models — the closest existing product to guided derivation

Weaknesses

  • K-5 only
  • No authoring
  • No printables
  • Almost no consumer brand

IXL

adaptive practice · Parents and schools, PreK-12

direct$19.95/mo

[S] $9.95/mo single subject, $19.95/mo four subjects; $79-$159/yr; +$4/mo per extra child up to 10

~5,300 math skills; "1 in 5 US students"; owns Teachers Pay Teachers, Rosetta Stone, ABCya

Strengths

  • Unmatched standards-alignment coverage
  • ESSA Tier 1 and Tier 2 evidence
  • Enormous SEO surface
  • Textbook-specific skill plans

Weaknesses

  • Answer-checking, not teaching
  • Punitive SmartScore reputation
  • Near-zero conceptual explanation
  • Widely described by parents as digital worksheets

Sets the bar on standards mapping, which is a genuine purchase criterion. Its brand liability is our positioning gift.

Kuta Software

authoring · Teachers and tutors

direct

[S] Single-user lifetime $150 (1 program) to $700 (6); site licence $400-$1,850

Strengths

  • The definitive infinite-worksheet generator — teachers pay $700 once, forever
  • Free printable worksheets as an SEO engine

Weaknesses

  • Windows desktop only
  • No digital delivery
  • No answer capture
  • No mastery tracking

The parity target for worksheet generation quality. Their "infinite" claim is the model for our generator marketing.

Math Academy

adaptive practice · Serious students 4th grade to university, and adults

direct$49/mo

[V] $49/mo per student; no free trial; 30-day money-back; cancel anytime

~2,500 hand-built topics in a knowledge graph, 3-4 knowledge points each; bootstrapped

Strengths

  • A real knowledge graph with prerequisites
  • FIRe spaced-repetition scheduling
  • Diagnostic placement that sells the product
  • Cult following in homeschool and technical circles

Weaknesses

  • Austere text-heavy UI
  • No visuals worth the name
  • No printables
  • No parent-as-teacher tooling
  • Full price per child, starts at 4th grade

The proof that the market will pay 5x IXL for a credible mastery engine. Their graph is the moat and they talk about it publicly.

Teaching Textbooks / Time4Learning / Math Mammoth

curriculum · Homeschool families

direct$25/mo

[S] Teaching Textbooks ~$43-67 per level, up to $216.95 for 4-8 kids; Time4Learning $24.95-$39.95/mo; Math Mammoth ~$40 per grade

Strengths

  • The homeschool defaults for independence and for printables
  • Math Mammoth proves homeschoolers pay for PDFs

Weaknesses

  • Little to no adaptivity
  • No reasoning engine
  • Static content

Thinkster Math

tutoring · Parents, K-8

direct$100/mo

[S] $45-$295/mo; entry ~$60-68/mo with a coach; typical $100-150/mo

Strengths

  • The closest existing product to the paper-to-photo-to-feedback loop
  • Proves parents pay $100+/mo for handwritten-work review
  • Strong parent dashboard

Weaknesses

  • Human-labour bound
  • Not real time
  • No animation
  • No authoring
  • Not adaptive in the Math Academy sense

Our scan loop is the automated version of their core value proposition, at a fifth of the price.

Wild Zebra

adaptive practice · Families, grades 2-9

direct$48/mo

$48/mo per child, opened to families in 2026

$8M raised total ($6M seed 2026); founded 2024; "tens of thousands of students"

Strengths

  • Explicitly Socratic — confirms the step and asks the next question
  • Tracks what a student knows over time
  • Funded and in market with press

Weaknesses

  • Linear hint chain rather than a multi-path DAG
  • No animation engine
  • No printables or paper loop
  • Full price per child

The closest direct competitor. Their public pitch is nearly verbatim our differentiator: general chatbots do not keep track of what a student knows over time.

Chegg

solver · Students

anchor

Declining subscription business

Q1 2025 subscribers −31% to 3.2M, revenue −30%; layoffs 22% then 45%; stock −99%

Strengths

  • Was the category leader

Weaknesses

  • Answers as a business has been destroyed by free AI

The clearest available evidence that "answers" is a commoditised, AI-destroyed business. Never position as an answer engine.

Khan Academy / Khanmigo

adaptive practice · Everyone, K-12 and beyond

anchor$4/mo

[V] Khan Academy free; Khanmigo $4/mo or $44/yr; free for US K-12 teachers

FY24-25 revenue ~$117.5M (~$90.4M contributions); 185M registered learners; 10,000+ videos

Strengths

  • Highest brand trust with parents in the category
  • Full K-12 plus AP coverage
  • Never needs to be profitable

Weaknesses

  • Khanmigo is a chat layer without rigorous mastery enforcement
  • No printables, no authoring, no paper loop
  • Video-first content is visually dated

The price-anchor problem: $4/mo makes AI tutoring feel like it should be nearly free. Do not compete on breadth or price.

Kumon

tutoring · Parents, PreK-12

anchor$170/mo

[S] $140-$200/mo per subject typical; up to $275 in NYC; registration ~$80, materials ~$30

~1,500 US centres; Kumon Connect rolling out as a tablet+stylus version of the same worksheets

Strengths

  • The dominant paper-mastery mental model
  • Enormous parent familiarity
  • Genuine fluency outcomes

Weaknesses

  • Rote, no conceptual teaching, no explanation, no word problems
  • Digital transition is a photocopy of paper

The value anchor and the thesis target simultaneously: their weakness is precisely our product.

Mathnasium

tutoring · Parents, K-12

anchor$325/mo

[S] $150-$500/mo; most commonly $300-$350/mo suburban; assessment fee $99-$200

1,000+ centres

Strengths

  • Parents already spend $300+/mo on math alone — this is the price anchor to reference

Weaknesses

  • Opaque pricing
  • Commute
  • Franchise quality variance
  • Some centres require multi-month minimums

Russian School of Mathematics

tutoring · Ambitious parents, K-12

anchor$300/mo

[S] $2,000-$3,500/yr; $150-$500/mo by grade; online $166-$444/mo

50+ branches

Strengths

  • Proves demand for a NAMED PEDAGOGY as a purchase reason — parents buy "Russian math" by name

Weaknesses

  • Cohort-locked and geography-bound
  • No self-serve product
  • No adaptivity

Direct evidence for the multi-pedagogy thesis: a $2-3.5k/yr business built substantially on a pedagogy label.

Zearn Math

curriculum · Schools; free for families

anchor

Free for students, teachers, and families; paid district accounts

501(c)(3) with state-level free deals

Strengths

  • ESSA Tier 1 "Strong" evidence — RCT effect +0.11 overall, +0.13 for below-proficient students
  • Full curriculum with strong visual models

Weaknesses

  • Not a parent product
  • No parent-teacher workflow
  • No printables ecosystem
  • No diagnostic-driven personalisation

Sets a $0 anchor for curriculum-grade quality.

Beast Academy Online (AoPS)

adaptive practice · Ambitious parents, ages 6-13

adjacent$16/mo

[S] $16/mo or $100/yr; online+books bundle $160/yr; sibling add-on ~$65/yr up to 6

[V] 1,000+ lessons, 20,000+ problems, 1,000+ videos, 20 digital guide books

Strengths

  • Best conceptual rigour per dollar in the market
  • Comic-book pedagogy is genuinely differentiated visual explanation
  • Strong word of mouth

Weaknesses

  • Grades 2-5 only
  • Hard for average students
  • Not standards-mapped for state reporting
  • No adaptivity, no parent lesson planning

Duolingo (Math course)

adaptive practice · Consumers

adjacent

[S] Super $83.99/yr; Super Family $119.99/yr for up to 6; Max $29.99/mo

Standalone Math app removed Nov 2023, folded into the main app; redesigned Sept 2025, now spans grades 2-12

Strengths

  • The best consumer-learning retention machine ever built
  • Family plan is their fastest-growing product globally

Weaknesses

  • Math is shallow and casual rather than curriculum-grade
  • Retreating from institutional (Duolingo for Schools sunsetting)

The pricing and gamification benchmark. Their family-plan growth is the single strongest argument for pricing the household rather than the seat.

MagicSchool AI / Brisk / Diffit

authoring · Teachers

adjacent$12.99/mo

[S] MagicSchool Plus $8.33/user/mo annually or $12.99/mo; Brisk Pro ~$9.99/mo

Brisk raised $15M (April 2025)

Strengths

  • Fastest-growing teacher AI brands
  • 60+ generation tools

Weaknesses

  • Weak on math specifically
  • No mastery model or curriculum spine

Khanmigo Teacher Tools being free for US teachers sets the floor at $0 for AI worksheet generation.

Mathigon / Polypad and Desmos (Amplify)

visual · Teachers and curious learners

adjacent

Free, no premium tier

Strengths

  • The current state of the art in interactive math manipulatives
  • Desmos Activity Builder is the closest existing authoring tool for interactive math
  • Sets the free bar for beautiful interactive math

Weaknesses

  • No progression, no assessment, no accounts
  • No parent product
  • Teacher-facing rather than parent-facing
  • Graph-centric rather than narrative-animation-centric

Amplify owns both. They have shown no consumer intent in five years — watch, do not panic.

Photomath (Google)

solver · Students needing homework help

adjacent$9.99/mo

[S] $9.99/mo or $69.99/yr; free tier with basic steps

Strengths

  • Photo-to-solution is genuinely magical
  • Animated tutorials
  • Google distribution

Weaknesses

  • Answer-first by design
  • No mastery model
  • Little post-acquisition investment

Prodigy Math

adaptive practice · Parents of children 6-14

adjacent$9.95/mo

[S] Free game; membership $9.95-$19.95/mo, $58.95-$118.95/yr; 25% family discount on 2+

100M+ registered users; $125M Series B

Strengths

  • Strongest kid pull in the category — children ask for it

Weaknesses

  • Math is a thin layer over a game
  • Parents report the game consumes the learning time
  • Dark-pattern criticism
  • Zero derivation or reasoning

Our buyer is often a parent who is specifically suspicious of Prodigy. That shapes our gamification choices.

ST Math (MIND Education)

visual · Districts; free for homeschool families

adjacent

[S] Homeschool free; school site licence from $3,500/yr for up to 150 students

Long-running, widely deployed

Strengths

  • The only product that has proven language-free visual-first math at scale — direct precedent for the animation thesis

Weaknesses

  • Puzzles are decoupled from symbolic work
  • No Socratic dialogue
  • No parent tooling
  • Free homeschool tier removes any price umbrella

Symbolab / Mathway / Wolfram|Alpha

solver · Students and adults

adjacent$9.99/mo

[V] Wolfram Pro for students $9.99/mo or $60/yr; [S] Mathway $9.99/mo, Symbolab $29.99/yr

Strengths

  • The most rigorous symbolic step engines available
  • Wolfram Problem Generator generates practice at a topic — a direct precedent for our generator layer

Weaknesses

  • One canonical path only
  • No pedagogy, no misconception model
  • Least pedagogical UX in the category

Synthesis Tutor

adaptive practice · Parents of children aged 5-11

adjacent$35/mo

[V] Individual $35/mo or $300/yr; Family (up to 7) $29/mo or $119/yr; lifetime $999-$1,499

Spun out of Synthesis School

Strengths

  • Best-in-class AI voice interaction for young children
  • Proves the $25-35/mo consumer price point
  • Warm persona kids engage with

Weaknesses

  • K-5 only
  • Thin curriculum spine
  • No printables, no authoring, no standards mapping

The published family annual ($119) is cheaper than the individual annual ($300) — almost certainly a promotion artifact. Re-verify before citing.