Real ChatGPT answer · index seedsB2zS30Q4r8completeSports and outdoors · fitness programsinformational

Why are my employees seeing such wildly different calorie burn estimates on MyFitnessPal compared to their chest strap heart rate monitors?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why are my employees seeing such wildly different calorie burn estimates on MyFitnessPal compared to their chest strap heart rate monitors?
2 real searches · 1 real-search pass
MyFitnessPal exercise calorie calculation imported exercise data heart rate monitor calories estimates methodologyGoogle ↗
OBSERVEDReason
chest strap heart rate calorie expenditure estimate accuracy limitations heart rate energy expenditure researchGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
MyFitnessPal exercise calorie calculation imported exercise data heart rate monitor calories estimates methodology Google ↗
chest strap heart rate calorie expenditure estimate accuracy limitations heart rate energy expenditure research Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MyFitnessPal exercise calorie calculation imported exercise data heart rate monitor calories estimates methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
chest strap heart rate calorie expenditure estimate accuracy limitations heart rate energy expenditure research
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1