Real ChatGPT answer · index seedOM1J6L4T5JocompleteHealth and wellness · fitness and exercisecommercial

Is MyFitnessPal still the best free macro tracking app or are there newer apps in the app store that do not lock the barcode scanner behind a ridiculous paywall?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is MyFitnessPal still the best free macro tracking app or are there newer apps in the app store that do not lock the barcode scanner behind a ridiculous paywall?
2 real searches · 1 real-search pass
best free macro tracking apps barcode scanner free 2026 Cronometer Lose It FatSecret MyNetDiary features pricingGoogle ↗
OBSERVEDComparison
2026 free nutrition tracking apps barcode scanner free tier Cronometer FatSecret MyFitnessPal alternativesGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
best free macro tracking apps barcode scanner free 2026 Cronometer Lose It FatSecret MyNetDiary features pricing Google ↗
2026 free nutrition tracking apps barcode scanner free tier Cronometer FatSecret MyFitnessPal alternatives Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best free macro tracking apps barcode scanner free 2026 Cronometer Lose It FatSecret MyNetDiary features pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 free nutrition tracking apps barcode scanner free tier Cronometer FatSecret MyFitnessPal alternatives
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1