Real ChatGPT answer · index seedoNoaxGb5ubscompleteHealth and wellness · nutrition and dietsinformational
Are nutritionists currently recommending the Atkins diet for sustained energy, or has medical consensus shifted away from it?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are nutritionists currently recommending the Atkins diet for sustained energy, or has medical consensus shifted away from it?
3 real searches · 1 real-search pass
current medical consensus Atkins diet long term recommendation energy sustainability 2025 2026 guidelinesGoogle ↗
OBSERVEDConsequence
American Heart Association low carbohydrate diets dietary guidance Atkins long term cardiovascular healthGoogle ↗
OBSERVEDDefinition
systematic review low carbohydrate versus balanced diet long term weight loss energy 2 yearsGoogle ↗
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 (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
current medical consensus Atkins diet long term recommendation energy sustainability 2025 2026 guidelines Google ↗
American Heart Association low carbohydrate diets dietary guidance Atkins long term cardiovascular health Google ↗
systematic review low carbohydrate versus balanced diet long term weight loss energy 2 years Google ↗
- Low‐carbohydrate versus balanced‐carbohydrate diets for reducing weight and cardiovascular risk - Naude, CE - 2022 · doi.org
- Low-carbohydrate diets or balanced-carbohydrate diets: which works better for weight loss and heart disease risks? · cochrane.org
- 2026 Dietary Guidance to Improve Cardiovascular Health - Professional Heart Daily · professional.heart.org
- 2026 Dietary Guidance to Improve Cardiovascular Health - Professional Heart Daily · professional.heart.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
current medical consensus Atkins diet long term recommendation energy sustainability 2025 2026 guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Heart Association low carbohydrate diets dietary guidance Atkins long term cardiovascular health OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
systematic review low carbohydrate versus balanced diet long term weight loss energy 2 years OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |