Real ChatGPT answer · index seedF2QC0aZQKS0completeFood and restaurants · special dietsbrand

Which frozen meal brands like Lean Cuisine or Healthy Choice have successfully transitioned away from artificial preservatives in their low-calorie lines?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which frozen meal brands like Lean Cuisine or Healthy Choice have successfully transitioned away from artificial preservatives in their low-calorie lines?
3 real searches · 1 real-search pass
Lean Cuisine Healthy Choice frozen meals no artificial preservatives low calorie lines brand claimsGoogle ↗
OBSERVEDOther / navigational
frozen diet meals "no artificial preservatives" brands low calorie mealsGoogle ↗
OBSERVEDComparison
Lean Cuisine no artificial preservatives ingredients preservatives Healthy ChoiceGoogle ↗
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)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
Lean Cuisine Healthy Choice frozen meals no artificial preservatives low calorie lines brand claims Google ↗
frozen diet meals "no artificial preservatives" brands low calorie meals Google ↗
Lean Cuisine no artificial preservatives ingredients preservatives Healthy Choice Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lean Cuisine Healthy Choice frozen meals no artificial preservatives low calorie lines brand claims
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
frozen diet meals "no artificial preservatives" brands low calorie meals
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Lean Cuisine no artificial preservatives ingredients preservatives Healthy Choice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1