Can I use Strava power meter data to accurately calculate the caloric expenditure of our cycling couriers for tax deduction or health stipend purposes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I use Strava power meter data to accurately calculate the caloric expenditure of our cycling couriers for tax deduction or health stipend purposes?
3 real searches · 1 real-search pass
Strava power meter calories calculation kilojoules calories supportGoogle ↗
OBSERVEDOther / navigational
IRS accountable plan employee reimbursements substantiation business expenses health wellness stipend taxable wagesGoogle ↗
OBSERVEDConsequence
cycling power meter mechanical work kilojoules gross efficiency energy expenditure validation studyGoogle ↗
OBSERVEDReason
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). 2 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
Strava power meter calories calculation kilojoules calories support Google ↗
IRS accountable plan employee reimbursements substantiation business expenses health wellness stipend taxable wages Google ↗
cycling power meter mechanical work kilojoules gross efficiency energy expenditure validation study Google ↗
- How Does Strava Calculate Calories? · support.strava.com
- How to Get Power for Your Rides · support.strava.com
- Strava Activities V3 API · strava.github.io
- Energy expenditure of constant- and variable-intensity cycling: power meter estimates. · pubmed.ncbi.nlm.nih.gov
- Publication 15 (2026), (Circular E), Employer’s Tax Guide · irs.gov
- Publication 463 (2025), Travel, Gift, and Car Expenses · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Strava power meter calories calculation kilojoules calories support OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
IRS accountable plan employee reimbursements substantiation business expenses health wellness stipend taxable wages OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
cycling power meter mechanical work kilojoules gross efficiency energy expenditure validation study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |