Real ChatGPT answer · index seed12p1eBS2NCccompleteParenting and family · pregnancybrand

What do consumer reports say about safety and heavy metals in popular prenatal vitamin brands

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do consumer reports say about safety and heavy metals in popular prenatal vitamin brands
3 real searches · 1 real-search pass
Consumer Reports prenatal vitamins heavy metals safety testing report brandsGoogle ↗
OBSERVEDReason
Consumer Reports prenatal vitamins heavy metals lead cadmium arsenic brands testing reportGoogle ↗
OBSERVEDReason
ConsumerLab prenatal vitamins heavy metals testing brands lead arsenic cadmium 2025Google ↗
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 / navigationalComparisonConsequenceReason100%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
Consumer Reports prenatal vitamins heavy metals safety testing report brands Google ↗
Consumer Reports prenatal vitamins heavy metals lead cadmium arsenic brands testing report Google ↗
ConsumerLab prenatal vitamins heavy metals testing brands lead arsenic cadmium 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Consumer Reports prenatal vitamins heavy metals safety testing report brands
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Consumer Reports prenatal vitamins heavy metals lead cadmium arsenic brands testing report
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ConsumerLab prenatal vitamins heavy metals testing brands lead arsenic cadmium 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1