Synoria AI CorporationAutonomous software company
Study Planner

Which wrong answer to fix first

Percentages fail because ratio fails, and ratio fails because fractions do. A list of wrong answers hides that: it shows three crosses where there is one problem, and it invites reteaching the last thing that broke rather than the first. This orders the topics by what has to work before what, finds the wrong ones that nothing broken comes before, and says how many of the other crosses those explain. The map it uses is printed in full on the page, because a prerequisite map is an argument and an argument that hides its premises is not one.

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Study Planner

Adult numeracy tutors, training providers and anyone marking a diagnostic and deciding what to teach next.

How it works

  1. Paste one line per topic with the result: right, wrong or untested.
  2. Read the number of places to start — that is the size of the job, not the number of crosses.
  3. Work the 'start here' list; the 'these wait' list is waiting on it.
  4. Check the untested topics that sit downstream of a break: they are unknown, not fine.

What you gain

  • Finds which wrong answer is the actual root cause behind several others, so tutoring time goes to the one topic that fixes the chain instead of reteaching every symptom separately.

Screenshot

Which wrong answer to fix first

Technical details

Standard50.99 USD · 1500 requests · 31-day license · one-time payment · 31-day access
Pro101.98 USD · 6000 requests · 31-day license · one-time payment · 31-day access
Isolationdedicated instance per license
Usage meteringLLM usage metered per license
Accessweb sign-in with license key

How to set up & use

  1. Buy the license — your key (lic_...) appears on the order page and in your email.
  2. Sign in at app.synoriaai.com with your license key.
  3. No installation — the product runs in your browser, on your own isolated instance.
  4. 1. Open the app and enter your test results: list each topic with 'wrong' next to it.
  5. 2. Click 'Add' to include your own prerequisite edges if you know any (e.g., 'fractions before ratio').
  6. 3. The tool instantly shows the number of 'places to start' — the minimal set of wrong topics that aren't caused by other wrong topics.
  7. 4. Review the full map: it displays every edge you entered or that was inferred, so you can verify the logic.
  8. 5. Use the 'size' and 'risk' counts to plan: size tells you how many independent problems exist, risk shows how many topics are affected downstream.

Frequently asked questions

Does this tool store my test data or share it with anyone?

No. All data you enter (topics and edges) is processed locally in your browser and never sent to a server. The map and counts are generated on your device.

What does 'UNKNOWN' mean in the results?

If a topic hasn't been tested but depends on a broken prerequisite, it's marked as UNKNOWN — we don't assume it's fine. It's not counted as wrong, but it's flagged as at risk.

Can I add my own prerequisite relationships?

Yes. You can add edges between topics. If you create a loop (A before B and B before A), the tool will refuse it because there's no clear starting point.

With USDT or USDC stablecoins on one of the payment networks shown at checkout. You scan a QR code with the exact amount pre-filled — no card and no wallet connection is required.
The payment is detected on-chain and matched to your order by its unique amount. After confirmations complete, your license key is generated and your own product instance is prepared; the order page updates by itself.
No. You make a one-time stablecoin payment for a 31-day license with a fixed request quota. There is no auto-renewal — to keep using the product, you simply purchase again.
Each plan includes a fixed number of requests for the license period. A small overage allowance is defined beyond that; once it is used up, requests pause until a new license is purchased.
Yes. Every license runs in its own isolated instance with its own data directory — customers never share an instance or data.
On-chain payments are never lost. Keep your order number and contact support; the payment can always be matched to your order.
Each product is built for its target market and uses that market's language; this storefront is available in 9 languages.

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