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How reliable are online mental health screening tools at diagnosing whether my constant exhaustion and low mood are seasonal affective disorder or clinical depression?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How reliable are online mental health screening tools at diagnosing whether my constant exhaustion and low mood are seasonal affective disorder or clinical depression?
3 real searches · 1 real-search pass
NIMH seasonal affective disorder diagnosis screening tools PHQ-9 screening not diagnosis officialGoogle ↗
OBSERVED
PHQ-9 diagnostic accuracy screening primary care sensitivity specificity meta-analysisGoogle ↗
OBSERVED
Seasonal Pattern Assessment Questionnaire SPAQ limitations false positives seasonal affective disorder reviewGoogle ↗
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
NIMH seasonal affective disorder diagnosis screening tools PHQ-9 screening not diagnosis official Google ↗
PHQ-9 diagnostic accuracy screening primary care sensitivity specificity meta-analysis Google ↗
Seasonal Pattern Assessment Questionnaire SPAQ limitations false positives seasonal affective disorder review Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NIMH seasonal affective disorder diagnosis screening tools PHQ-9 screening not diagnosis official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
PHQ-9 diagnostic accuracy screening primary care sensitivity specificity meta-analysis
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Seasonal Pattern Assessment Questionnaire SPAQ limitations false positives seasonal affective disorder review
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1