Real ChatGPT answer · index seedMhlppjwhwNwcompleteCareers and HR · job searchcommercial

How does LinkedIn salary insights data differ from what the Google Jobs salary estimator displays for marketing director roles in Los Angeles

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does LinkedIn salary insights data differ from what the Google Jobs salary estimator displays for marketing director roles in Los Angeles
3 real searches · 1 real-search pass
LinkedIn salary insights methodology salary estimates job titles location salary data methodologyGoogle ↗
OBSERVEDReason
Google Jobs salary estimate methodology salary ranges job postings Google Search jobs salary estimateGoogle ↗
OBSERVEDOther / navigational
Marketing Director salary Los Angeles CA LinkedIn salary Google Jobs salary estimate 2026Google ↗
OBSERVEDComparison

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 / navigational33%Comparison33%ConsequenceReason33%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
LinkedIn salary insights methodology salary estimates job titles location salary data methodology Google ↗
Google Jobs salary estimate methodology salary ranges job postings Google Search jobs salary estimate Google ↗
Marketing Director salary Los Angeles CA LinkedIn salary Google Jobs salary estimate 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn salary insights methodology salary estimates job titles location salary data methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Jobs salary estimate methodology salary ranges job postings Google Search jobs salary estimate
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Marketing Director salary Los Angeles CA LinkedIn salary Google Jobs salary estimate 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1