Real ChatGPT answer · index seedCoBzxxL66fUcompleteFood and restaurants · grocery shoppinginformational

What plant based vegan protein sources have the highest shelf life for our commercial pantry storage?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What plant based vegan protein sources have the highest shelf life for our commercial pantry storage?
2 real searches · 1 real-search pass
commercial shelf stable dry legumes shelf life hermetic storage oxygen absorbers USDA food storage guidanceGoogle ↗
OBSERVED
TVP textured vegetable protein shelf life unopened manufacturer soy protein isolate shelf life specificationGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
commercial shelf stable dry legumes shelf life hermetic storage oxygen absorbers USDA food storage guidance Google ↗
TVP textured vegetable protein shelf life unopened manufacturer soy protein isolate shelf life specification Google ↗
  1. Storing Dry Beans · extension.usu.edu
  2. Packaging Foods · extension.usu.edu
  3. TVP® Textured Vegetable Protein Product Descript · admanimalnutrition.com
  4. PRODUCT SPECIFICATION · 12taste.com
  5. Soy Protein · nutrafoodingredients.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial shelf stable dry legumes shelf life hermetic storage oxygen absorbers USDA food storage guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TVP textured vegetable protein shelf life unopened manufacturer soy protein isolate shelf life specification
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1