fix(linkedin-studio): S27 ref-consistency A — "penalty/penalizes" framing → SSOT
Reconcile external-link and topic-relevance reach-loss framing to the algorithm-signals SSOT across 6 files (10 edits): body links "correlate with lower reach" (LinkedIn denies an intentional penalty), topic relevance is a positive ranking input with no quantified off-topic figure. 3 plan-cited lines + 7 same-class siblings surfaced during verify. Bucket B (link-penalty lines in linkedin-formats.md) folded into S28; Bucket D (other unsourced reach-coefficients: -68%/-25%/-15-25%/-30-50%/55%) queued as new S30. Engagement- pod + AI-slop "penalized" framing left intact (officially confirmed). Gate 81/0/0; counts 29/19 unchanged. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016qgzo6rxthw7KuxHjn5vyE
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@ -12,7 +12,7 @@ Understanding why content fails is as important as knowing what works.
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- Posted at wrong time for YOUR audience
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- No pre-posting engagement (cold start)
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- Topic drift confusing algorithm about your expertise
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- External link penalizing reach
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- External links correlate with lower reach
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- Inconsistent posting breaking topical authority signal
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**Solutions:**
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@ -124,7 +124,7 @@ Understanding how to recover from algorithmic suppression is critical for long-t
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1. **Profile-content mismatch (profile/topic mismatch)** - Algorithm validates profile before distributing content
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2. **Topic inconsistency** - Confused algorithm about your expertise
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3. **Engagement pod detection** - Artificial engagement patterns flagged
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4. **External link overuse** - LinkedIn penalizes directing traffic away
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4. **External link overuse** - body links correlate with lower reach (LinkedIn denies an intentional penalty; lead with value)
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5. **Posting frequency gap** - More than 5 days without posting
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6. **Shadow ban from policy violation** - Content flagged for misinformation, spam, or harassment
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