Real ChatGPT answer · index seedIiCyhRBxp9IcompleteFood and restaurants · coffeeinformational

How do roasters verify that the supply chain behind their organic fair trade coffee labels is actually free from exploitative labor practices?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do roasters verify that the supply chain behind their organic fair trade coffee labels is actually free from exploitative labor practices?
3 real searches · 1 real-search pass
Fairtrade International standards hired labour workers audits supply chain child labor forced labor coffee certification assurance monitoring officialGoogle ↗
OBSERVED
USDA organic certification supply chain labor standards do not cover labor practices officialGoogle ↗
OBSERVED
ILO guidance social auditing supply chains worker voice forced labor indicators coffee supply chain certification limitationsGoogle ↗
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
Fairtrade International standards hired labour workers audits supply chain child labor forced labor coffee certification assurance monitoring official Google ↗
USDA organic certification supply chain labor standards do not cover labor practices official Google ↗
ILO guidance social auditing supply chains worker voice forced labor indicators coffee supply chain certification limitations Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fairtrade International standards hired labour workers audits supply chain child labor forced labor coffee certification assurance monitoring official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
USDA organic certification supply chain labor standards do not cover labor practices official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ILO guidance social auditing supply chains worker voice forced labor indicators coffee supply chain certification limitations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1