Is there any controversy surrounding how LinkedIn's algorithm currently handles skill endorsements from former colleagues who haven't worked with me in over five years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there any controversy surrounding how LinkedIn's algorithm currently handles skill endorsements from former colleagues who haven't worked with me in over five years?
2 real searches · 1 real-search pass
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)
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LinkedIn skill endorsements algorithm controversy former colleagues outdated endorsements relevance ranking 2026 Google ↗
LinkedIn endorsements how skills are displayed ranked algorithm endorsements recency former colleagues 2025 2026 Google ↗
- Skill endorsements · linkedin.com
- LinkedIn Endorsements: How to Get (and Give) Them in 2026 · linkedinpreview.com
- Rethinking LinkedIn endorsements so members always look their best · news.linkedin.com
- LinkedIn Unveils Improved Endorsements System, Continues to Refine Data Accuracy · socialmediatoday.com
- interviewing - Are endorsements for skills on LinkedIn something that HR people look at? · workplace.stackexchange.com
- Missing Endorsements? · reddit.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn skill endorsements algorithm controversy former colleagues outdated endorsements relevance ranking 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn endorsements how skills are displayed ranked algorithm endorsements recency former colleagues 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |