Expert articles, actionable methods and LinkedIn insights for B2B SME leaders. By Patrick de Carvalho.https://media-all.in/enhttps://media-all.in/en/blog/linkedin-ai-content-vs-human-writing-signals/https://media-all.in/en/blog/linkedin-ai-content-vs-human-writing-signals/The AI slop button measures how a sentence sounds. LinkedIn's older, quieter detection systems measure what an account does. Here is the difference, sourced.Sun, 09 Aug 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-eu-ai-act-compliance-checklist-us-companies/https://media-all.in/en/blog/linkedin-eu-ai-act-compliance-checklist-us-companies/Article 50 of the EU AI Act took effect August 2, 2026. Most US marketing teams reaching European audiences on LinkedIn have never read it. Here is what it actually requires.Mon, 03 Aug 2026 00:00:00 GMTLinkedIn pour EntreprisesPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-strategy-year-one-lessons-b2b/https://media-all.in/en/blog/linkedin-strategy-year-one-lessons-b2b/Most B2B SME leaders can't say whether a year on LinkedIn paid off. Here is the 20-metric audit I use to find out, with sourced 2026 benchmarks.Sun, 19 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-b2b-attribution-revenue-crm/https://media-all.in/en/blog/linkedin-b2b-attribution-revenue-crm/A B2B deal touches dozens of people before it closes. Last-click credits one. Here is what LinkedIn's own attribution tools actually measure, and where they still fall short.Sat, 18 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-brand-ambassador-program-year-one-results/https://media-all.in/en/blog/linkedin-brand-ambassador-program-year-one-results/Twelve months of running a LinkedIn employee advocacy program produces two things in most companies: a slide deck and a shrug. Here is what the data says separates the two.Fri, 17 Jul 2026 00:00:00 GMTLinkedIn pour EntreprisesPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-live-events-b2b-webinar-engagement/https://media-all.in/en/blog/linkedin-live-events-b2b-webinar-engagement/LinkedIn rebuilt its events stack in late 2025: Event Ads, Thought Leader Event Ads, ON24 and Cvent integrations. What that means for an SME's first live webinar, and the number I refused to repeat.Thu, 16 Jul 2026 00:00:00 GMTStratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-hidden-buyers-b2b-thought-leadership/https://media-all.in/en/blog/linkedin-hidden-buyers-b2b-thought-leadership/Your deal died in a room you were never invited into.Wed, 15 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-ai-sales-assistant-navigator-review/https://media-all.in/en/blog/linkedin-ai-sales-assistant-navigator-review/Trade coverage keeps calling it an AI Sales Assistant. LinkedIn's own help pages call it something narrower. What actually ships, what it costs, and what to do about it.Tue, 14 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-cold-outreach-warm-selling-multichannel/https://media-all.in/en/blog/linkedin-cold-outreach-warm-selling-multichannel/Cold outreach converts at 1% to 5%. A coordinated LinkedIn, email, and phone sequence gets 5 to 10 times more replies. Here is the 14-day version, sourced.Mon, 13 Jul 2026 00:00:00 GMTSocial selling & Sales NavigatorPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-algorithm-2027-outlook/https://media-all.in/en/blog/linkedin-algorithm-2027-outlook/Van der Blom's next Algorithm Insights Report, covering a full year under 360Brew, is not out yet. I checked before writing this. Here's what's confirmed, and what I'm still waiting on.Sun, 12 Jul 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-saveable-content-frameworks-checklists/https://media-all.in/en/blog/linkedin-saveable-content-frameworks-checklists/LinkedIn added Saves and Sends to post analytics in 2025. Fewer than 3% of posts ever earn a save. Here is what separates them, in full, with sources.Sat, 11 Jul 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-2027-predictions-us-b2b-trends/https://media-all.in/en/blog/linkedin-2027-predictions-us-b2b-trends/I have made LinkedIn predictions before, and at least one of them aged badly. Here are nine bets for 2027, each built on something already shipped in 2026, not a mood board.Fri, 10 Jul 2026 00:00:00 GMTStratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-crm-integrations-hubspot-salesforce/https://media-all.in/en/blog/linkedin-crm-integrations-hubspot-salesforce/Since February 1, 2025, native Sales Navigator to HubSpot or Salesforce sync requires Advanced Plus, roughly $1,600 to $1,800 per seat per year.Thu, 09 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-lead-gen-forms-conversion-guide/https://media-all.in/en/blog/linkedin-lead-gen-forms-conversion-guide/LinkedIn's Lead Gen Forms convert far better than landing pages because fields pre-fill from the visitor's profile: setup, CRM wiring and a realistic 2026 budget for a US SMB.Wed, 08 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-personal-branding-90-day-plan-b2b/https://media-all.in/en/blog/linkedin-personal-branding-90-day-plan-b2b/Ninety days is not a marketing number. It is roughly how long LinkedIn's ranking model needs to decide what you are an expert in. The week-by-week plan, phase by phase, sources attached.Tue, 07 Jul 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-second-most-cited-domain-ai-search/https://media-all.in/en/blog/linkedin-second-most-cited-domain-ai-search/A stat about LinkedIn being AI search's second most-cited domain has been circulating for months. I read the studies behind it. Here is what holds up.Mon, 06 Jul 2026 00:00:00 GMTGEO, visibilité IA & tendancesPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-dwell-time-distribution-mechanics/https://media-all.in/en/blog/linkedin-dwell-time-distribution-mechanics/Every LinkedIn post moves through four distribution phases before it reaches, or fails to reach, its ceiling. Here is what LinkedIn has confirmed and what the rest of us are guessing.Sun, 05 Jul 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-sales-team-personal-brand-ambassadors-90-days/https://media-all.in/en/blog/linkedin-sales-team-personal-brand-ambassadors-90-days/Personal profiles reach 561% further than a company page posting the same content, and LinkedIn itself now says its old Social Selling Index doesn't correlate with sales outcomes.Sat, 04 Jul 2026 00:00:00 GMTSocial selling & Sales NavigatorPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-comment-strategy-profile-views/https://media-all.in/en/blog/linkedin-comment-strategy-profile-views/LinkedIn's ranking system weighs a 15-word comment 2.5 times heavier than a short one. Here is the routine I run myself, the sources behind every number, and where the data stops.Fri, 03 Jul 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-prospecting-tools-us-data-privacy-law/https://media-all.in/en/blog/linkedin-prospecting-tools-us-data-privacy-law/There is no US GDPR. What governs LinkedIn prospecting in America is a twenty-year-old email law, a state statute that closed its B2B loophole in 2022, and a contract you clicked past.Thu, 02 Jul 2026 00:00:00 GMTProspection LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/edelman-b2b-thought-leadership-trust-2025/https://media-all.in/en/blog/edelman-b2b-thought-leadership-trust-2025/Your sales deck never reaches the person who kills the deal.Wed, 01 Jul 2026 00:00:00 GMTPersonal branding & thought leadershipPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-hooks-that-stop-the-scroll/https://media-all.in/en/blog/linkedin-hooks-that-stop-the-scroll/Most hook guides give you fifteen examples and no mechanism. Here are four, with the reason each works, the context where it fails, and the numbers I could verify.Tue, 30 Jun 2026 00:00:00 GMTProfil & PublicationsPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-accelerate-ai-campaigns-cpa-test/https://media-all.in/en/blog/linkedin-accelerate-ai-campaigns-cpa-test/LinkedIn says its AI campaign tool, Accelerate, cuts cost per action by up to 42%. I checked where that number comes from, what it doesn't cover, and how to test it without wasting a quarter's ad budget.Mon, 29 Jun 2026 00:00:00 GMTIA & outils pour LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-conversational-search-ai-prospecting/https://media-all.in/en/blog/linkedin-conversational-search-ai-prospecting/Since November 2025, LinkedIn Premium subscribers in the US can search for people the way they'd describe them to a colleague. Here is what that changes for B2B prospecting.Sun, 28 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-ssi-score-above-75-performance/https://media-all.in/en/blog/linkedin-ssi-score-above-75-performance/A LinkedIn score built in 2014 gets downgraded by its own maker in 2026, while an unsourced multiplier keeps circulating in outreach decks. Here is the fact-check, and what survives it.Sat, 27 Jun 2026 00:00:00 GMTSocial selling & Sales NavigatorPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-sales-navigator-roi-smb-under-50-employees/https://media-all.in/en/blog/linkedin-sales-navigator-roi-smb-under-50-employees/Forrester's 312% ROI study was built on a 250-seat organization. Here is the version of that math that applies to a nine-person company.Fri, 26 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-newsletter-strategy-algorithm-bypass/https://media-all.in/en/blog/linkedin-newsletter-strategy-algorithm-bypass/A standard LinkedIn post reaches 5% to 7% of your network. A newsletter reaches all of it, three times over, whether the algorithm favors you that week or not.Thu, 25 Jun 2026 00:00:00 GMTStratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-fall-2026-algorithm-changes/https://media-all.in/en/blog/linkedin-fall-2026-algorithm-changes/LinkedIn rebuilt its ranking engine in 2026. Ten changes, sourced and cross-checked, on what actually moves reach now and what the marketing blogs got wrong.Wed, 24 Jun 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-h1-2026-recap-us-b2b/https://media-all.in/en/blog/linkedin-h1-2026-recap-us-b2b/LinkedIn's H1 2026 numbers, sourced by name, with the two figures I couldn't verify said out loud instead of buried.Tue, 23 Jun 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-employee-advocacy-smb-guide/https://media-all.in/en/blog/linkedin-employee-advocacy-smb-guide/Ten employees posting from their own profiles can out-reach a company page by 561 percent. Here is the 90-day program that gets there, with every source attached.Mon, 22 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-saves-sends-hidden-metrics/https://media-all.in/en/blog/linkedin-saves-sends-hidden-metrics/A save is worth roughly five likes and two comments in LinkedIn's 2026 ranking model. Most B2B leaders still optimize for the metric that counts least.Sun, 21 Jun 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-thought-leader-ads-smb-guide/https://media-all.in/en/blog/linkedin-thought-leader-ads-smb-guide/Thought Leader Ads sponsor a personal post instead of a company page update, and the gap in results is not small: 2.68% median CTR against 0.42% for a single image ad, verified against a 211-company benchmark.Sat, 20 Jun 2026 00:00:00 GMTLinkedIn Ads & publicité B2BPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-video-strategy-us-market/https://media-all.in/en/blog/linkedin-video-strategy-us-market/LinkedIn says video watch time is up 36% year over year. An independent sample of 1.3 million posts found average video views down 36% per account. Both are true.Fri, 19 Jun 2026 00:00:00 GMTProfil & PublicationsPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-profile-ceo-best-salesperson/https://media-all.in/en/blog/linkedin-profile-ceo-best-salesperson/Buyers spend roughly 17% of a purchase journey with a sales rep, per Gartner. The rest happens on your profile, whether you built it to sell or not.Thu, 18 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-eu-ai-act-prep-us-companies/https://media-all.in/en/blog/linkedin-eu-ai-act-prep-us-companies/Article 50 of the EU AI Act reaches US companies whose AI-assisted LinkedIn content reaches EU users. What changes, what's exempt, and how California, Colorado and the UK compare.Wed, 17 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-ai-prospecting-tools-us-privacy-compliance/https://media-all.in/en/blog/linkedin-ai-prospecting-tools-us-privacy-compliance/There is no US GDPR to check your prospecting stack against: a federal gap, nineteen state laws, an FTC with no bespoke rule, and a LinkedIn contract that decides faster than any of them.Tue, 16 Jun 2026 00:00:00 GMTIA & outils pour LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-prospecting-without-sales-navigator/https://media-all.in/en/blog/linkedin-prospecting-without-sales-navigator/A free LinkedIn account, used with Boolean search, X-Ray search and a disciplined comment strategy, covers most of what a lean B2B prospecting operation needs.Mon, 15 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-carousels-b2b-engagement-guide/https://media-all.in/en/blog/linkedin-carousels-b2b-engagement-guide/A LinkedIn carousel, the document post you swipe through, posted a 21.77% median engagement rate in 2026 across 52 million posts. Here's what that number measures, and the structure behind it.Sun, 14 Jun 2026 00:00:00 GMTCréation de contenu & formats performantsPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-360brew-ai-algorithm-explained/https://media-all.in/en/blog/linkedin-360brew-ai-algorithm-explained/LinkedIn built a 150-billion-parameter model to read your posts instead of counting them. Here is what changed, what got officially confirmed, and what is still assumption.Sat, 13 Jun 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-b2b-trends-2026-2027/https://media-all.in/en/blog/linkedin-b2b-trends-2026-2027/LinkedIn returned $1.21 per ad dollar in 2026, reach fell roughly 50%, and Thought Leader Ads beat single-image CTR six to one. Eight trends, sourced, with what's still unproven.Fri, 12 Jun 2026 00:00:00 GMTStratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-analytics-kpis-b2b/https://media-all.in/en/blog/linkedin-analytics-kpis-b2b/LinkedIn shows you about a dozen numbers per post. The one displayed largest is the one least connected to a signed contract. Here is the working set.Thu, 11 Jun 2026 00:00:00 GMTLinkedIn AnalyticsPatrick de Carvalhohttps://media-all.in/en/blog/ceo-linkedin-presence-vs-company-page/https://media-all.in/en/blog/ceo-linkedin-presence-vs-company-page/The number everyone quotes to prove your profile beats your company page traces back to an undated infographic. The conclusion holds anyway. The evidence is different.Wed, 10 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-networking-strategy-decision-makers/https://media-all.in/en/blog/linkedin-networking-strategy-decision-makers/Every guide promises you 10,000 decision-makers in twelve months. Nobody runs the arithmetic. I ran it, and the number does not fit inside LinkedIn's own caps.Tue, 09 Jun 2026 00:00:00 GMTRéseau & OpportunitésPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-ai-tools-b2b-sales-strategy/https://media-all.in/en/blog/linkedin-ai-tools-b2b-sales-strategy/Sales Navigator now drafts your first message and reads a company's filings for you. Here is what I tested, what the research says, and where the rules actually sit in August 2026.Mon, 08 Jun 2026 00:00:00 GMTProspection LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-ads-b2b-formats-roas-guide/https://media-all.in/en/blog/linkedin-ads-b2b-formats-roas-guide/LinkedIn is the only major ad platform with positive B2B ROAS in 2026. Here is what the formats actually deliver, with the sources checked.Sun, 07 Jun 2026 00:00:00 GMTLinkedIn Ads & publicité B2BPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-employer-branding-smb-talent/https://media-all.in/en/blog/linkedin-employer-branding-smb-talent/A strong employer brand cuts cost-per-hire by roughly 50% and turnover by 28%. Here is how a 20-person company builds one on LinkedIn without a marketing department.Sat, 06 Jun 2026 00:00:00 GMTRecrutement LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/b2b-social-selling-linkedin-method/https://media-all.in/en/blog/b2b-social-selling-linkedin-method/Most B2B decisions are made before you are contacted. Here is the four-phase LinkedIn method I run, in full, including the statistics I refuse to quote.Fri, 05 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-sales-navigator-advanced-guide-b2b/https://media-all.in/en/blog/linkedin-sales-navigator-advanced-guide-b2b/Sales Navigator stopped being an enriched contact list two product cycles ago. Here is what actually changed, what it costs in August 2026, and what I would tell a sales director on a Monday.Thu, 04 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/how-the-linkedin-algorithm-works/https://media-all.in/en/blog/how-the-linkedin-algorithm-works/LinkedIn replaced its ranking pipeline with a 150-billion-parameter model. Half the advice written about the feed in 2025 stopped being true this year. Here is what the evidence supports.Wed, 03 Jun 2026 00:00:00 GMTAlgorithme & stratégie LinkedInPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-profile-optimization-executives/https://media-all.in/en/blog/linkedin-profile-optimization-executives/LinkedIn's people search now ranks profiles by meaning rather than keyword overlap. That breaks most of the headline advice still being sold in 2026.Tue, 02 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalhohttps://media-all.in/en/blog/linkedin-personal-branding-framework/https://media-all.in/en/blog/linkedin-personal-branding-framework/Most executives publish without a system, then blame the algorithm. Five pillars, in order, and the order is the whole point.Mon, 01 Jun 2026 00:00:00 GMTallinmediaPatrick de Carvalho