We are looking at aging in place renovations for my mother-in-law. Is a walk-in tub safer and better than a curbless roll-in tile shower for someone with severe arthritis?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are looking at aging in place renovations for my mother-in-law. Is a walk-in tub safer and better than a curbless roll-in tile shower for someone with severe arthritis?
3 real searches · 1 real-search pass
aging in place bathroom curbless roll in shower walk in tub arthritis safety occupational therapist recommendations grab bars benchGoogle ↗
OBSERVEDOther / navigational
National Institute on Aging bathroom safety walk-in shower grab bars bathtub falls older adultsGoogle ↗
OBSERVEDOther / navigational
Arthritis Foundation bathroom modifications shower grab bars handheld shower seat arthritisGoogle ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
aging in place bathroom curbless roll in shower walk in tub arthritis safety occupational therapist recommendations grab bars bench Google ↗
National Institute on Aging bathroom safety walk-in shower grab bars bathtub falls older adults Google ↗
Arthritis Foundation bathroom modifications shower grab bars handheld shower seat arthritis Google ↗
- Chapter 6: Bathing Rooms · access-board.gov
- Chapter 6: Bathing Rooms · access-board.gov
- Adapting Your House When You Have Arthritis · arthritis.org
- How to Create an Arthritis-Friendly Bathroom That Makes Life Just a Little Easier · news.hss.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
aging in place bathroom curbless roll in shower walk in tub arthritis safety occupational therapist recommendations grab bars bench OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
National Institute on Aging bathroom safety walk-in shower grab bars bathtub falls older adults OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Arthritis Foundation bathroom modifications shower grab bars handheld shower seat arthritis OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |