Real ChatGPT answer · index seedEAw8KUw1gIwcompleteFood and restaurants · healthy eatinginformational

Do prepared weight loss meal delivery programs like Nutrisystem or Trifecta actually help you keep the pounds off long term

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Do prepared weight loss meal delivery programs like Nutrisystem or Trifecta actually help you keep the pounds off long term
3 real searches · 1 real-search pass
long-term weight loss maintenance meal replacements randomized trials commercial programs Nutrisystem evidence systematic reviewGoogle ↗
OBSERVEDReason
Trifecta meal delivery weight loss clinical evidence long term weight maintenanceGoogle ↗
OBSERVEDConsequence
NIDDK keeping weight off after weight loss maintenance strategies meal replacements evidenceGoogle ↗
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)
Short factOther / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
long-term weight loss maintenance meal replacements randomized trials commercial programs Nutrisystem evidence systematic review Google ↗
Trifecta meal delivery weight loss clinical evidence long term weight maintenance Google ↗
NIDDK keeping weight off after weight loss maintenance strategies meal replacements evidence Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
long-term weight loss maintenance meal replacements randomized trials commercial programs Nutrisystem evidence systematic review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Trifecta meal delivery weight loss clinical evidence long term weight maintenance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
NIDDK keeping weight off after weight loss maintenance strategies meal replacements evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1