Real ChatGPT answer · index seedfO8RciJ6TukcompleteMarketing and advertising · influencer marketingcomparison

What do recent marketing case studies say about the effectiveness of LinkedIn B2B influencer outreach versus attending physical trade shows?

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 recent marketing case studies say about the effectiveness of LinkedIn B2B influencer outreach versus attending physical trade shows?
3 real searches · 1 real-search pass
2024 2025 B2B influencer marketing case study LinkedIn pipeline ROI case studyGoogle ↗
OBSERVEDReason
2024 2025 B2B trade show event marketing case study ROI pipeline leadsGoogle ↗
OBSERVEDReason
LinkedIn B2B influencer marketing vs trade shows effectiveness case study comparisonGoogle ↗
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 / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
2024 2025 B2B influencer marketing case study LinkedIn pipeline ROI case study Google ↗
2024 2025 B2B trade show event marketing case study ROI pipeline leads Google ↗
LinkedIn B2B influencer marketing vs trade shows effectiveness case study comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 2025 B2B influencer marketing case study LinkedIn pipeline ROI case study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2024 2025 B2B trade show event marketing case study ROI pipeline leads
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
LinkedIn B2B influencer marketing vs trade shows effectiveness case study comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1