How does the state licensing exam for massage therapy differ between Texas and neighboring states, and which schools best prepare you for it?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the state licensing exam for massage therapy differ between Texas and neighboring states, and which schools best prepare you for it?
6 real searches · 1 real-search pass
Texas massage therapy licensing exam requirements MBLEx jurisprudence exam neighboring Oklahoma Louisiana Arkansas New Mexico 2026Google ↗
OBSERVEDInstruction
Oklahoma massage therapy license exam requirements MBLEx state exam education hoursGoogle ↗
OBSERVEDInstruction
Louisiana massage therapy license exam requirements MBLEx state exam education hoursGoogle ↗
OBSERVEDInstruction
Arkansas massage therapy license exam requirements MBLEx state exam education hoursGoogle ↗
OBSERVEDInstruction
New Mexico massage therapy license exam requirements MBLEx state exam education hoursGoogle ↗
OBSERVEDInstruction
Texas massage therapy schools accredited exam preparation MBLEx programsGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (6)
Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
Texas massage therapy licensing exam requirements MBLEx jurisprudence exam neighboring Oklahoma Louisiana Arkansas New Mexico 2026 Google ↗
Oklahoma massage therapy license exam requirements MBLEx state exam education hours Google ↗
Louisiana massage therapy license exam requirements MBLEx state exam education hours Google ↗
Arkansas massage therapy license exam requirements MBLEx state exam education hours Google ↗
New Mexico massage therapy license exam requirements MBLEx state exam education hours Google ↗
Texas massage therapy schools accredited exam preparation MBLEx programs Google ↗
- Massage Therapy Examination Requirements · tdlr.texas.gov
- Massage Therapy Frequently Asked Questions · tdlr.texas.gov
- Massage Therapy · oklahoma.gov
- licensed under the Massage Therapy Practice Act. A massage therapist uses visual, kinesthetic, and palpatory skills to assess the body and may evaluate a condition to the extent of determining whether massage is indicated or contraindicated. · oklahoma.gov
- Louisiana Administrative Code, Chapter 13, Section XLIV-1301 - Examination Requirements | Louisiana Administrative Code · regulations.justia.com
- Massage Therapist · discover.ar.gov
- New Mexico RLD · rld.nm.gov
- Massage Therapy Board Licensing Services · rld.nm.gov
- Transferring Your Massage Therapist License from Another State · tdlr.texas.gov
- Lauterstein-Conway Massage School · tlcmassageschool.com
- Massage Therapy Licensing Information · tlcmassageschool.com
- The Lauterstein-Conway Massage School FAQs · tlcmassageschool.com
- Central Texas College massage therapy program · ctcd.edu
- Central Texas College · ctcd.edu
- OCCUPATIONS CODE CHAPTER 455. MASSAGE THERAPY · tcss.legis.texas.gov
- Massage Regulations: Texas · amtamassage.org
- 17 CAR § 52-114. Licensing and renewals · codeofarrules.arkansas.gov
- Louisiana Laws · legis.la.gov
- Massage Therapy · oklahoma.gov
- MASSAGE THERAPY AT A GLANCE · tdlr.texas.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas massage therapy licensing exam requirements MBLEx jurisprudence exam neighboring Oklahoma Louisiana Arkansas New Mexico 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Oklahoma massage therapy license exam requirements MBLEx state exam education hours OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Louisiana massage therapy license exam requirements MBLEx state exam education hours OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Arkansas massage therapy license exam requirements MBLEx state exam education hours OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
New Mexico massage therapy license exam requirements MBLEx state exam education hours OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Texas massage therapy schools accredited exam preparation MBLEx programs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |