Real ChatGPT answer · index seedKGRfx6JZWBEcompleteHealth and wellness · nutrition and dietsinformational

What is the latest research on whether low-carb diets like Atkins negatively impact long-term cardiovascular health for adults in their forties?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the latest research on whether low-carb diets like Atkins negatively impact long-term cardiovascular health for adults in their forties?
3 real searches · 1 real-search pass
low carbohydrate diet long-term cardiovascular outcomes cardiovascular mortality adults cohort meta-analysis 2024 2025 2026 AtkinsGoogle ↗
OBSERVED
low carbohydrate diets cardiovascular health LDL apoB saturated fat plant-based versus animal-based long-term cohort randomized trial reviewGoogle ↗
OBSERVED
Atkins diet cardiovascular disease long term study low carbohydrate score animal based plant based 2024 2025Google ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
low carbohydrate diet long-term cardiovascular outcomes cardiovascular mortality adults cohort meta-analysis 2024 2025 2026 Atkins Google ↗
low carbohydrate diets cardiovascular health LDL apoB saturated fat plant-based versus animal-based long-term cohort randomized trial review Google ↗
Atkins diet cardiovascular disease long term study low carbohydrate score animal based plant based 2024 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
low carbohydrate diet long-term cardiovascular outcomes cardiovascular mortality adults cohort meta-analysis 2024 2025 2026 Atkins
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
low carbohydrate diets cardiovascular health LDL apoB saturated fat plant-based versus animal-based long-term cohort randomized trial review
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Atkins diet cardiovascular disease long term study low carbohydrate score animal based plant based 2024 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1