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The foundation of trust

Method & sources

How MassageData decides what to publish, where its facts come from, how they are reviewed, and what happens when we get something wrong. Every review badge on this site links here.

Source tiers

Sources are shared, registered objects — not inline links. Each is assigned a tier that determines what it may support.

T1

Primary legal & official

Examples

Statutes, administrative rules, board websites and orders, FSMTB/NCBTMB official publications, federal databases

May support

Any Claim, including requirement values

T2

Authoritative organizational

Examples

Professional associations, accreditors, NAIC, state consumer guides

May support

Concepts and context; never a jurisdiction's requirement value alone

T3

Reputable secondary

Examples

Peer-reviewed literature, established textbooks, quality journalism

May support

Educational articles and background; flagged if it contradicts T1

T4

Uncorroborated

Examples

Forums, vendor marketing, other aggregator sites

May support

Nothing. May prompt investigation; never cited as support

How a record gets published

Every structured record — a state page, a CE record, an exam-domain record — moves through the same workflow. No stage may be skipped.

  1. 01
    Draft
    Record drafted against the template schema; every field marked pending.
  2. 02
    Source
    Each Claim linked to a registered T1/T2 Source with a retrieval date.
  3. 03
    Verify
    A human reviewer checks each Claim against its source, independently of the drafter.
  4. 04
    Publish
    Record goes live with as-of dates, review horizon, and a publication receipt.
  5. 05
    Re-review
    Re-verified on its horizon, or immediately when a monitored source changes.
Where software assists. AI and automated agents may draft, monitor official sources for change, and propose update packets. They may not publish. Every published Claim carries a human reviewer’s sign-off and a publication receipt recording what was published, when, by whom, and from which sources. State pages are re-verified on their stated review horizon or immediately when a monitored source changes — whichever comes first.

What the badges mean

Verified · current as of [date]

Every Claim on the record was verified against its cited source on the stated date, and the review horizon has not lapsed. The date is the promise: we checked then, and we will check again by the horizon.

Draft · pending verification

The record's structure is published but its values have not completed independent verification. Draft records exist so reviewers and readers can see the schema working — they are labeled so no one mistakes structure for fact.

Conflicting sources

Published sources disagree — a docketed change against a rule still in force, or two official pages that differ. Both are cited with retrieval dates, and neither value is shown as fact until the current rule is confirmed.

Research pending

An atypical model or detail is under study and does not yet map honestly onto our record structure. The record publishes when the mapping is honest — structure first, claims only when sourced.

Not yet reviewed

Queued for review. No data is shown before a record is drafted and sourced — an empty row is more honest than a guessed one.

Under review

Something changed — a source moved, a rule was proposed, an error was reported, or the horizon lapsed. Affected Claims are flagged individually with their last-verified dates. Under review never means hidden; it means honestly uncertain.

Correction policy

When a published value is wrong, we correct the Claim, log the correction in the record’s visible change history, and update the publication receipt. Corrections are never silent: the old value, the new value, and the date remain inspectable.

If an error could affect a licensing or renewal decision — a wrong hour requirement, a wrong deadline — the record is additionally flagged under review while we re-verify adjacent Claims from the same source.

Corrections and source challenges are reviewed and reflected through the visible change history.

Independence & relationships

Who we are

MassageData is published by SomaData Inc. It is not affiliated with, endorsed by, or reviewed by the FSMTB, the NCBTMB, or any state regulatory board. We accept no payment from schools, insurers, or CE providers for placement or ranking, and no advertising appears on reference pages.

How commercial products stay separate

Reference content stands on its own. Optional commercial products do not control record inclusion, source selection, status labels, or the conclusions published in this atlas.