Real ChatGPT answer · index seedavaobeIBVSQcompleteBeauty and personal care · sun carebrand

Is higher SPF really that much better than SPF 30 for clients working all day under the harsh sun at our landscaping company?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is higher SPF really that much better than SPF 30 for clients working all day under the harsh sun at our landscaping company?
2 real searches · 1 real-search pass
American Academy of Dermatology SPF 30 versus SPF 50 broad spectrum sunscreen reapply every two hours water resistant outdoor workersGoogle ↗
OBSERVEDComparison
CDC NIOSH outdoor workers sun protection sunscreen shade clothing UV landscaping workersGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
American Academy of Dermatology SPF 30 versus SPF 50 broad spectrum sunscreen reapply every two hours water resistant outdoor workers Google ↗
CDC NIOSH outdoor workers sun protection sunscreen shade clothing UV landscaping workers Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology SPF 30 versus SPF 50 broad spectrum sunscreen reapply every two hours water resistant outdoor workers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CDC NIOSH outdoor workers sun protection sunscreen shade clothing UV landscaping workers
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1