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Why do some employee brand advocacy programs fail miserably while others succeed in boosting company reputation on LinkedIn based on recent case studies?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why do some employee brand advocacy programs fail miserably while others succeed in boosting company reputation on LinkedIn based on recent case studies?
3 real searches · 1 real-search pass
recent employee advocacy case studies LinkedIn 2025 2026 company reputation resultsGoogle ↗
OBSERVEDConsequence
employee advocacy LinkedIn case study company results employee advocacy program 2024 2025 case studyGoogle ↗
OBSERVEDReason
LinkedIn employee advocacy case studies success failure authenticity employee participation metricsGoogle ↗
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 / navigationalComparisonConsequence33%Reason67%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
recent employee advocacy case studies LinkedIn 2025 2026 company reputation results Google ↗
employee advocacy LinkedIn case study company results employee advocacy program 2024 2025 case study Google ↗
LinkedIn employee advocacy case studies success failure authenticity employee participation metrics Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
recent employee advocacy case studies LinkedIn 2025 2026 company reputation results
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
employee advocacy LinkedIn case study company results employee advocacy program 2024 2025 case study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
LinkedIn employee advocacy case studies success failure authenticity employee participation metrics
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1