Real ChatGPT answer · index seedIm1WV64Uc9ccompleteMarketing and advertising · social media marketinginformational

What architectural factors contribute to organic reach drop for B2B brands on LinkedIn following algorithm shifts favoring personal profiles over company pages?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What architectural factors contribute to organic reach drop for B2B brands on LinkedIn following algorithm shifts favoring personal profiles over company pages?
2 real searches · 1 real-search pass
LinkedIn 2025 2026 algorithm company pages personal profiles organic reach distribution ranking signals official LinkedInGoogle ↗
OBSERVEDOther / navigational
LinkedIn engineering feed ranking company page posts personal profile reach algorithm professional content 2025Google ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
LinkedIn 2025 2026 algorithm company pages personal profiles organic reach distribution ranking signals official LinkedIn Google ↗
LinkedIn engineering feed ranking company page posts personal profile reach algorithm professional content 2025 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn 2025 2026 algorithm company pages personal profiles organic reach distribution ranking signals official LinkedIn
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn engineering feed ranking company page posts personal profile reach algorithm professional content 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1