Where users complain and no one leads
No complaint theme was raised about 2 or more companies yet; 24 themes were raised about one company each and stay out — one company's complaint is about that company.
A theme enters when users raised it about 2 or more companies — one company’s complaint is about that company. The pairing is word overlap between the theme and what companies declare on their own pages, with the shared words shown; a theme with no match is unanswered in the declared names, not missing from every product. Nothing here is scored or ranked.
What was read
6 companies placed · 5 read in the last seven days · 1 not read yet
Most recent reading Oct 1, 2026. A company not read yet is counted nowhere below — not read is not the same as quiet.
The last seven days
23 observed claims across 5 of 6 companies.
- FACT · 10
- COMPANY CLAIM · 5
- USER OPINION · 8
What these companies declare
- Adaptive to child's ability1 of 4 declare it
- AI math tutor1 of 4 declare it
- AI Tutor / AI-generated answers1 of 4 declare it
- animated tutorials (Plus)1 of 4 declare it
- camera-based OCR math scanning1 of 4 declare it
- District rostering (Clever/ClassLink) and NWEA MAP Growth integration1 of 4 declare it
- Expert-verified community answers1 of 4 declare it
- Family plan (multi-child)1 of 4 declare it
- Gamified learning1 of 4 declare it
- handwriting recognition1 of 4 declare it
Showing 10 of 32 names.
Counted from what each company says on its own pages, as the reading listed it. Never what a product has.
What users report
- Academic efficacy of the tutor itself unproven vs. base platform1 of 5 saw it raised
- AI accuracy drops for advanced/college-level work1 of 5 saw it raised
- AI occasionally gives wrong answers1 of 5 saw it raised
- Always-on/unsolicited prompting seen as intrusive1 of 5 saw it raised
- can be manipulated into revealing answers1 of 5 saw it raised
- confidently wrong/hallucinated answers1 of 5 saw it raised
- Early pricing (~$10/month) seen as too steep before dropping to $41 of 5 saw it raised
- enables undetected cheating during tests1 of 5 saw it raised
- fails to recognize student's partial reasoning1 of 5 saw it raised
- features moved behind paywall1 of 5 saw it raised
Showing 10 of 24 names.
Complaint themes the reading found raised about these companies. What people said, not a verdict on the product.
What these companies charge, as they state it
4 of 5 read companies have a pricing entry on record; 4 pricing changes recorded across 4 companies in the last 90 days. 1 company is not read yet and counted nowhere here.
- KhanmigoFACTOct 1, 2026
Khanmigo's consumer pricing is $4/month or $44/year for learner/parent subscriptions (US billing address required), with teacher access free in supported countries and district access sold as a custom add-on (~$15/student/year plus base partnership fees).
Establishes the baseline price point competitors and buyers compare against.
www.edisonos.com/alternatives/khan-academy-pricing - PhotomathFACTOct 1, 2026
Photomath operates a freemium model: core step-by-step solving is free with no account required, and Photomath Plus costs $9.99/month or $69.99/year.
Establishes baseline pricing for future comparison; buyers evaluating Plus pay a flat subscription regardless of usage.
support.google.com/photomath/answer/14328660?hl=en - BrainlyFACTOct 1, 2026
<cite index="2-9">Brainly Plus costs $9.99/month or $39.99/year, while Brainly Tutor costs $29/month or $96/year</cite>, with Tutor sessions limited to STEM subjects.
Establishes the current three-tier pricing baseline (Free/Plus/Tutor) against which future packaging changes will be compared
fast.io/resources/brainly-ai-review-2026/ - SynthesisFACTOct 1, 2026
Synthesis Tutor's current pricing page lists a single-child plan at $35/month (or $420/year equivalent) and an annual plan at $29/month ($300/year billed annually), with a 'no credit card necessary' free start.
Establishes baseline pricing for buyers comparing AI math tutor subscription costs.
www.synthesis.com/tutor
No pricing entry recorded for Tutors that give the answer away — it was read, and the reading recorded no pricing change. Not the same as free, and not the same as unchanged.
Not read yet: Parents paying for help at home.
Each row is the last pricing change the reading recorded for that company, with its date, its tag and its source — a company’s own page is its claim about itself. Forge keeps no price list and computes no price: there is no average, no cheapest and no ranking here.
Money into this sector
Withheld: something was read in 1 of the last 8 quarters. A series needs at least 2 to say anything a single reading does not.
How big this market is, as its publishers state it
No market-size figure has been recorded for this level yet. Not read is not zero.
Research-house estimates for this sector, carried side by side under each house’s own name. Estimates of one market can differ several-fold; none is averaged, and none is Forge’s.
No publisher is named for this level yet, so there is nothing to read from. Publishers are authored in the taxonomy and arrive with a deploy.
What each week held
Withheld: something was read in 1 week of the last 12. A series needs at least 2 to say anything a single reading does not.
Who is watched
Ordered by how much each said in the last seven days. A company Forge has not read yet says so — it is not a quiet one.
- Khanmigokhanmigo.aiCompetitor5 this weeka source did not answerread Oct 1, 2026
- Brainlybrainly.comCompetitor5 this weekread Oct 1, 2026
- Tutors that give the answer awayArgument5 this weekread Oct 1, 2026
- Synthesissynthesis.comCompetitor4 this weeka source did not answerread Oct 1, 2026
- Photomathphotomath.comCompetitor4 this weekread Oct 1, 2026
- not read yet
The ledger
Newest first. A fact, a company’s own claim about itself and a user’s opinion are all here, and the tag on each row is which one you are reading.
- Tutors that give the answer awayDISCOURSEUSER OPINIONOct 1, 2026
Math educator Dan Meyer found that when he gave Khanmigo thoughtful partial answers, it responded identically regardless of correctness, asking the same scripted question even when his y-intercept answer was already correct.
Highlights a distinct complaint theme (AI tutors failing to recognize student reasoning), separate from simple answer-giving or wrong-answer complaints.
tutoraisolver.com/blog/ai-tutor-reality-check-founder-perspective - Tutors that give the answer awayCOMPLAINTUSER OPINIONOct 1, 2026
A recurring student complaint theme is that tutoring tools 'give answers instead of teaching,' with students describing such AI as a crutch that completes work without building understanding, and a University of Pennsylvania study finding AI-tutor users solved more practice problems but performed no better on final exams.
Core complaint theme defining this discourse entity: answer-giving tutors may boost practice performance without improving actual learning outcomes.
tutoraisolver.com/blog/ai-tutor-reality-check-founder-perspective - Tutors that give the answer awayCOMPLAINTUSER OPINIONOct 1, 2026
Independent reporting notes Khanmigo accepted an incorrect arithmetic answer ('430' for 272 − 172) while separately rejecting a correct answer (152 − 92 = 144) in another session.
Illustrates the 'wrong answer' failure mode specifically within a widely used AI tutor, relevant to accuracy-trust complaints.
www.respan.ai/resources/ai-tutor-hallucinations - Tutors that give the answer awayDISCOURSEUSER OPINIONOct 1, 2026
A frequently cited critique (Dan Meyer) shows Khan Academy's Khanmigo can be manipulated into giving the direct answer by repeatedly responding 'IDK' to its Socratic prompts, and that Khanmigo product behavior was subsequently changed to stonewall such manipulation rather than cave.
Represents a recurring complaint theme (answer-giving under pressure) and shows at least one vendor (Khan Academy) has iterated its product specifically to resist it.
danmeyer.substack.com/p/the-chatbot-tutors-are-sick-of-your - Tutors that give the answer awayDISCOURSEFACTOct 1, 2026
Google paused its Chrome 'homework help' button, which used Google Lens/AI Overview to answer on-screen quiz questions (including choice suggestions), after educators at Emory, University of Alabama, UCLA and UC Berkeley alerted faculty about its appearance during tests; a librarian publicly accused Google of undermining academic integrity.
Affects any vendor benchmarking against Chrome's homework-help feature; signals platform-level willingness to pause answer-giving AI features under academic-integrity pressure.
news.slashdot.org/story/25/09/20/029249/google-temporarily-pauses-ai-powered-homework-helper-button-in-chrome-over-cheating-concerns - BrainlyCOMPLAINTUSER OPINIONOct 1, 2026
Reviewers note the free tier is restrictive — <cite index="4-16,4-17">free users earn points to ask questions, which restricts how many you can submit. The free tier also includes ads</cite>.
Baseline complaint theme on free-tier limitations/ads, useful for tracking future escalation
makeheadway.com/blog/brainly-review/ - BrainlyFUNDINGFACTOct 1, 2026
<cite index="17-6,17-10">Brainly has raised a total funding of $165M over 6 rounds from 12 investors</cite>, with the most recent disclosed round being a Series D in December 2020; no newer round is publicly confirmed.
Baseline funding status; watch for any new raise announcement
tracxn.com/d/companies/brainly/__JfcwR2jv4znlaxjHzU5tjsfgKb-cwuQ2xn7Z4hnMPI0 - BrainlyPOSITIONINGCOMPANY CLAIMOct 1, 2026
<cite index="11-1">Beginning in 2023, the company added AI capabilities and has since evolved into a full learning platform: AI-guided help that walks students through their own assignments step by step, test prep that turns completed work into targeted practice</cite>, positioning itself as an 'AI Learning Companion' rather than a pure Q&A site.
Baseline positioning: Brainly markets itself as a comprehensive AI learning companion, a frame competitors should track for shifts
www.crunchbase.com/organization/brainly-com - BrainlyPRODUCTFACTOct 1, 2026
<cite index="15-8">Brainly leveled up the homework experience by including AI-generated answers from ChatGPT and Gemini on every question</cite>, combined with expert-verified and community answers in one unified answer view.
Baseline capability: multi-AI-model answer aggregation is now a core product feature, not a recent change
brainly.com/insights/introducing-smarter-homework-help-all-in-one-place - BrainlyPRICINGFACTOct 1, 2026
<cite index="2-9">Brainly Plus costs $9.99/month or $39.99/year, while Brainly Tutor costs $29/month or $96/year</cite>, with Tutor sessions limited to STEM subjects.
Establishes the current three-tier pricing baseline (Free/Plus/Tutor) against which future packaging changes will be compared
fast.io/resources/brainly-ai-review-2026/ - SynthesisCOMPLAINTUSER OPINIONOct 1, 2026
Third-party reviews note recurring complaint themes of limited subject coverage (math only), lack of real human tutor interaction, and the platform being subscription-based with no free full version.
Baseline complaint themes to monitor for recurrence/escalation.
synthesis-tutor.tenereteam.com/ - SynthesisPRODUCTCOMPANY CLAIMOct 1, 2026
Synthesis Tutor is described as covering the standard K-5 math curriculum and going further, emphasizing a multisensory, hands-on experience as 'the only digitally-native math tool.'
Baseline product scope claim (K-5 math only, no other subjects yet).
www.synthesis.com/tutor - SynthesisPOSITIONINGCOMPANY CLAIMOct 1, 2026
Synthesis's educator-facing page positions Tutor as 'the world's first superhuman math tutor,' warm, patient, and adaptive to K-5 students to eliminate teacher differentiation burden.
Baseline positioning language for schools/educators buyer segment.
www.synthesis.com/educators - SynthesisPRICINGFACTOct 1, 2026
Synthesis Tutor's current pricing page lists a single-child plan at $35/month (or $420/year equivalent) and an annual plan at $29/month ($300/year billed annually), with a 'no credit card necessary' free start.
Establishes baseline pricing for buyers comparing AI math tutor subscription costs.
www.synthesis.com/tutor - KhanmigoPRODUCTFACTOct 1, 2026
A randomized controlled trial run with a Tennessee school district found that Khan Academy students made faster math gains than a comparison group, but the Khanmigo AI tutor component itself 'didn't add anything' beyond standard Khan Academy practice.
Third-party efficacy evidence undercuts the AI-tutoring value proposition specifically, distinct from the core platform's value.
www.future-ed.org/students-tried-khanmigos-ai-tutor-most-didnt-want-its-help/ - KhanmigoDISCOURSEUSER OPINIONOct 1, 2026
Commentary circulating in August-September 2026 framed Khanmigo as having 'died' as an industry symbol, with Sal Khan himself calling it 'a non-event' for many students and the Chief Academic Officer saying she is 'not seeing the revolution in education.'
Mainstream edtech discourse is now skeptical of AI-tutor efficacy, a narrative competitors may leverage or must avoid repeating.
danmeyer.substack.com/p/rip-khanmigo-and-edtech-industry - KhanmigoDISCOURSEFACTOct 1, 2026
Khan Academy's Chief Learning Officer disclosed that only 15 percent of students with access to Khanmigo regularly engage with it, despite over 108 million total interactions since its 2023 rollout, prompting a redesign rolling out to district partners in summer 2026.
Major credibility/engagement data point now public and widely cited, relevant to any competitor's low-engagement narrative.
www.edtechinnovationhub.com/news/only-15-percent-of-students-with-access-to-khanmigo-actually-use-it-khan-academy-admits - KhanmigoPRODUCTCOMPANY CLAIMOct 1, 2026
In 2026 Khanmigo shifted from a tool students had to seek out to an always-on chatbot experience activated with or without the student's invitation, with Khan Academy saying this was because students weren't seeking out its help as much as hoped.
Signals a positioning/UX shift toward forced engagement that rivals could contrast against opt-in designs.
danmeyer.substack.com/p/rip-khanmigo-and-edtech-industry - KhanmigoPRICINGFACTOct 1, 2026
Khanmigo's consumer pricing is $4/month or $44/year for learner/parent subscriptions (US billing address required), with teacher access free in supported countries and district access sold as a custom add-on (~$15/student/year plus base partnership fees).
Establishes the baseline price point competitors and buyers compare against.
www.edisonos.com/alternatives/khan-academy-pricing - PhotomathCOMPLAINTUSER OPINIONOct 1, 2026
A recurring negative-feedback theme is that features once freely accessible have moved behind the Photomath Plus paywall, and some users feel $9.99/month is steep for a single-subject app compared to multi-subject alternatives.
Signals price sensitivity and potential churn risk/opportunity for competitors bundling more subjects.
www.myengineeringbuddy.com/blog/photomath-reviews-alternatives-pricing-offerings/ - PhotomathPEOPLEFACTOct 1, 2026
Google acquired Photomath in 2023, and it continues to operate as a standalone app in Google's product lineup.
Affects competitive dynamics given backing from Google's resources and distribution.
www.myengineeringbuddy.com/blog/photomath-reviews-alternatives-pricing-offerings/ - PhotomathPRODUCTCOMPANY CLAIMOct 1, 2026
Photomath Plus unlocks AI-powered animated tutorials, deeper explanations, contextual hints, and textbook-specific solutions that are not available in the free tier.
Defines the feature gate that differentiates paid from free users.
support.google.com/photomath/answer/14330572?hl=en - PhotomathPRICINGFACTOct 1, 2026
Photomath operates a freemium model: core step-by-step solving is free with no account required, and Photomath Plus costs $9.99/month or $69.99/year.
Establishes baseline pricing for future comparison; buyers evaluating Plus pay a flat subscription regardless of usage.
support.google.com/photomath/answer/14328660?hl=en