Observed Signal · Nov 24, 2025 · Technical Release · Source: OnlineMarketing.de · Impact: 2/5 · Sentiment: Neutral
LinkedIn Experiment: Gender Switch Boosts Visibility
This article analyzes LinkedIn experiments around changing gender (and ethnicity) in user profiles to assess impact on reach. It notes that Broetry and gender-switching do not universally boost growth, with Women of Color reporting declines in reach and Cass Cooper noting a drop in visibility after altering gender and ethnicity. LinkedIn maintains that gender or demographic data do not influence ranking, stating that feed algorithms weigh signals such as interactions, content types, and professional relevance rather than demographics. The piece observes increased content output, which raises competition for attention, and mentions ongoing internal checks to prevent systematic bias. It frames Broetry as a reflection of platform culture rather than a universal Growth Pusher, stressing that audience perception and tone matter alongside algorithms. The article cites six principles for Thought Leadership and references a separate section outlining seven creative principles for LinkedIn content.
Moderate relevance to platform algorithms and fairness considerations in AdTech
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Key Takeaways & Evidence Grounding
- Women of Color reported declines in reach after changing gender and ethnicity on LinkedIn profiles, while Cass Cooper cited a drop in reach following her own changes.
- LinkedIn states gender and demographic data do not feed into ranking; signals include interactions, content types, and professional relevance.
- LinkedIn notes increased content output, leading to more competition for attention, and says it regularly audits for potential bias against groups.
- Broetry is described as a reflection of platform culture rather than a universal Growth Pusher.
- The article references six principles for Thought Leadership and a separate section presents seven creative principles for LinkedIn content.
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LinkedIn's AI Changes Content Distribution
LinkedIn has redeployed its feed-distribution logic to prioritize content quality and author expertise using an AI system called 360Brew (reported as a 150‑billion‑parameter model). The platform now weights different engagement signals differently (research cited in the article says a save boosts reach far more than a like and increases follow probability), and LinkedIn’s AI evaluates the text and an account’s topical consistency rather than relying primarily on raw engagement metrics. Third‑party tracking (AuthoredUp) across hundreds of thousands of posts shows most users have seen reach declines since the change, creating a temporary window where publishers who adapt early can gain advantage. The article outlines tactical advice for creators — lead with expertise, narrow topic territory, and reply to comments — to work with the new distribution model.
Céline Flores Willers urges B2B marketers to think like B2C
At DMEXCO 2026, Céline Flores Willers, founder of The People Branding Company, argued that B2B marketing often appears outdated due to fear of innovation (FOMU). She demonstrated creative tactics like using a robot sidekick 'Robi' and branded T-shirts to boost attention and branding. She highlighted LinkedIn as the central platform for B2B, citing a SAP Taulia case where employee-generated content, boosted via Thought Leader Ads, achieved 2.3x higher engagement and 70% higher click-through rates with a small budget. Willers also cited examples like Legora's campaign with Jude Law and Merz Lifecare's 25-post merger documentation as successful 'building in public' strategies. She concluded by urging B2B marketers to be more creative and learn from B2C approaches.
LinkedIn says don't treat leads as finish in B2B
At LinkedIn's B2Believe event in its new Empire State Building space, executives and practitioners called for a shift from lead-centric B2B marketing to a 'full journey' approach that links signals, targeting, creative, full journey, and measurement. Jae Oh, senior director of product management, revealed that fewer than 10% of upper-funnel audiences make it into bottom-funnel campaigns, urging marketers to connect awareness with demand capture. Research from LinkedIn's B2B Institute with eMarketer showed 77% of marketers say they no longer target individuals, yet only 31% have a playbook for activating audiences down the funnel. Practitioners from Canva, SAP, Mastercard, and others shared examples of aligning marketing and sales on common signals. LinkedIn also outlined a product roadmap focused on cost-per-opportunity targeting, multi-format campaigns, agentic workflows, and incrementality forecasting.
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