Best of LinkedIn: Social Selling CW 39/ 40

LinkedIn rebuilt how reach is earned over this period, with an LLM driven feed, peer verification and collaborative posts changing the rules for B2B sellers. Practitioners responded by moving selling off the post and onto the profile, the comment section and employee networks, and by enforcing quality in code rather than in prompts. The evidence points to fewer but better qualified impressions converting into pipeline.

Date

October 7, 2026

Social Selling

Thomas Allgeyer

Methodology: Every two weeks we collect most relevant posts on LinkedIn for selected topics and create an overall summary only based on these posts. If you´re interested in the single posts behind, you can find them here: https://linktr.ee/thomasallgeyer. Have a great read!

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If you prefer listening, check out our podcast summarizing the most relevant insights from Social Selling CW 39/ 40

Algorithm and platform changes

The feed runs on two LLMs, favoring native posts without links
Removing a CTA lifted impressions nearly 79x
The LLM feed rebuild cut organic reach 47%
Interest based distribution cut impressions 90% while revenue doubled
Peer verification lifts verified members' engagement 50%
Collaborative Posts let up to five profiles and Pages co publish
LinkedIn defines AI slop as insight free content, not AI written posts
LinkedIn appears in 1 in 9 AI answers, behind only Reddit
Sales Navigator now surfaces account signals inside CRM and Teams
Uneven post performance reflects relevance signals, not strategy failure

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Profile and positioning

Visibility without clear positioning leaves buyers with vague impressions
Content builds awareness, while profile and DM signals convert it into meetings
Strategy starts with goals, audience and desired reputation
Fixing positioning first lifted a client from under 900 to 22K+ impressions
Seven profile frameworks tripled profile views
Keywords in opening lines shape the URL and boost Google rankings
A simple request process turns recommendations into social proof
Setting the notification bell to All surfaces favorite creators' posts

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Content systems and AI workflows

Reliable AI content agents need code enforced harnesses, not prompts
A Claude powered LinkedIn department turns one account into an acquisition engine
Three Claude skills plus one MCP automate LinkedIn ads analysis
Gamma connectors build a month's content calendar in five minutes
Five practices keep AI assisted content personal and free of slop
Content mapped to funnel stages replaces random posting
Four proof driven post types remove buyer doubt
Reposting proven content every 90 days reaches mostly new audiences

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Employee advocacy and brand voice

Companies under $50M revenue should favor executive profiles over company pages
Profound coordinated creator, employee and founder posts to dominate its category
Without employee advocacy, others shape the company's story
B2B brands should move from advocacy to influence
Advocacy programs should include quiet experts, not only loud posters
Sprout Social finds consumers prefer frontline employee voices
Brandwatch finds 3% of employees share content, doubling click through rates

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