Count Data Cells Still Missing Header Associations
A table can look tidy while its data cells lack meaningful header context. Turn a manual association audit into a visible review workload without mistaking a count for accessibility certification.
1 · data table | data cells needing headers | cells with verified associations
FIRST-LOAD
Research prototype — checkout unavailable. Input is processed locally and a draft is saved automatically in this browser profile when storage is available. Reset to sample clears that draft; Pro history has its own clear button. A state link encodes your inputs in its URL: share only non-sensitive rows. Browser history, clipboard and anyone receiving the link may retain it. Optional AI use below leaves this device; it is not required.
Data note: Everything runs in this browser tab on the header association packet: your data table | data cells needing headers | cells with verified associations stays on this device, nothing is uploaded, and the reading is rebuilt only when you press run.
Perspective: Before: A visible heading may not be programmatically associated with the data it describes. After: the header association packet shows the working beside each named row so the reader can change the assumption and inspect the consequence.
2 · Read the header association packet
Manual-audit workload arithmetic only, not an automated accessibility or WCAG conformance assessment. Test real table semantics and reading behaviour with qualified reviewers and users.
Paid layer: header association packet print and history
one-time step · the free reading above stays complete
Free tier
- one complete header association packet run in the app
- three samples plus unlimited article-demo runs
- unwatermarked result text and an explicit, user-triggered state link
What $4 one-time adds
- print the header association packet with its row workings
- CSV of review minutes and row explanations
- last five reading summaries saved in this browser profile
$4 once for repeated filing of the header association packet, not for a better answer. Illustrative time basis: avoiding one five-minute manual reformat per saved reading; no market-price or guaranteed-savings claim.
Local history (this device)
- No saved runs yet — your first run files here.
Checkout is unavailable until a payment link is configured. The optional unlock is browser-local, profile-scoped and best-effort, not server-verified access. Clearing browser data can remove it; there is no account or cross-device recovery.
Boundary and sources
Manual-audit workload arithmetic only, not an automated accessibility or WCAG conformance assessment. Test real table semantics and reading behaviour with qualified reviewers and users.
- Method: Review minutes = (cells needing headers − verified cells) × minutes per cell. Five unresolved fee cells at two minutes each need an illustrative ten-minute budget.
- All sample records are invented examples. The app does not fetch measurements, policies, files or personal records.
- Google’s official pricing page, fetched 2026-09-29, lists free-tier access including AI Studio. Optional formatting only; limits and availability can change. Free-tier content may be used to improve products. Never paste private records there.
Mechanism: competence-autonomy-loop
Optional AI formatting, not calculation
For this header association packet, use the free AI Studio interface only if available to you, with no paid API key. Manual entry completes the same workflow for free. Supply only fictional or non-sensitive notes. Review its output against the source; never paste unresolved questions into the numeric rows.
Format my non-sensitive notes for a header association packet. Return plain rows only: data table | data cells needing headers | cells with verified associations. Preserve supplied quantities exactly. Do not guess missing values; list questions separately. Do not calculate or add advice. I will check every row before pasting into the local tool.
Accepted schema: data table | data cells needing headers | cells with verified associations. No AI response is executed as code.