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The B2B Lab Report

The B2B Lab Report

The B2B Lab Report · @B2BLabReport →

Long-form research into what really works on B2B social — LinkedIn algorithm studies, dwell-time data, dark-social effects — read and distilled so you don't have to.

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Последние публикации

Последние 30 публикаций канала. Каждый пост открывается отдельной веб-страницей со ссылкой на оригинал в Telegram.

Mild contrarianism beats both praise and outrage The question: does taking a contrarian stance lift B2B engagement, or does it just attract noise and risk the brand? A sentiment-and-stance analysis classified B2B posts a…
@B2BLabReport
Mapping a real B2B buyer journey: a 6-step checklist The question: before you assign attribution credit, do you even know the actual sequence of touches a buyer goes through? B2B journeys are non-linear and mostly invisi…
@B2BLabReport
Engagement pods may now hurt the posts they touch The question: do coordinated comment groups still inflate reach, or has the platform learned to discount them? An observational study compared posts from accounts known t…
@B2BLabReport
Building an executive thought-leadership cadence: a checklist The question: how do you get a busy executive publishing consistently without it becoming ghostwritten filler that erodes trust? The Edelman-LinkedIn study fo…
@B2BLabReport
The 'how did you hear about us' survey, done right: a playbook The question: self-reported attribution is famously biased — so how do you run a source survey that's actually worth trusting? Self-reported attribution (ask…
@B2BLabReport
Building a document post that maximizes dwell: a step playbook The question: document posts (the swipeable carousels) consistently top reach benchmarks — but how do you build one that earns the swipe-through, not just th…
@B2BLabReport
Setting up B2B social listening on a budget: a checklist The question: how do you catch brand and category conversation — including the dark-social mentions you're not tagged in — without enterprise tooling? Much B2B con…
@B2BLabReport
Writing a hook that earns the 'see more' tap: a checklist The question: how do you write the first two lines so a reader taps 'see more' — the single action that buys you dwell time? LinkedIn truncates text posts after r…
@B2BLabReport
A competitor content teardown: a 6-point checklist The question: what is a competitor's content actually doing that you can learn from, beyond 'they post more'? Most competitive analysis stops at vanity counts. A useful …
@B2BLabReport
Finding your real best posting time: a 4-step playbook The question: when should you post — not according to a generic 'Tuesday 9am' benchmark, but for your specific audience? Universal best-time studies aggregate millio…
@B2BLabReport
From a sister channel @SitemapHustle works the site architecture side of things. In-the-trenches site architecture tactics from someone who's actually rebuilt the… Worth a look if that's part of your stack.…
@B2BLabReport
The 'link in first comment' question: how to test it properly The question: does moving your link from the post body to the first comment actually lift reach, or is it folklore? The belief: LinkedIn suppresses posts with…
@B2BLabReport
Should you join an engagement pod? A diagnostic checklist The question: do coordinated engagement groups still help reach, or does LinkedIn's algorithm now punish them? Engagement pods — groups that reciprocally like and…
@B2BLabReport
A repurposing playbook: one newsletter into a week of posts The question: how do you extract maximum reach from long-form content without spamming the same idea five times? The principle behind this comes from the 'curio…
@B2BLabReport
A checklist for reading buyer-intent signals on LinkedIn The question: which engagement signals actually predict a buyer entering a cycle, versus passive lurking? Buyer behavior research (Gartner, 6sense) consistently fi…
@B2BLabReport
How to design an honest post-format test The question: which format wins for your audience — and how do you test it without fooling yourself? Format studies (Socialinsider, Hootsuite, sample sizes in the tens of thousand…
@B2BLabReport
Choosing a B2B attribution model: a decision checklist The question: which attribution model — the rule for assigning credit across the touchpoints before a sale — fits your sales motion, before you trust a single dashbo…
@B2BLabReport
A playbook for comments that actually compound reach The question: not whether to comment, but which comments move LinkedIn's algorithm versus waste your time? LinkedIn engineering has stated the feed weights 'meaningful…
@B2BLabReport
The thought-leadership content audit: a 7-point checklist The question: is your executive content actually thought leadership, or just branded opinion that buyers ignore? The Edelman-LinkedIn B2B Thought Leadership study…
@B2BLabReport
Setting up dark-social tracking: a 6-step checklist The question: how much of your pipeline comes from sharing you literally cannot see? Dark social — links shared privately via DMs, Slack, email, where no referrer is pa…
@B2BLabReport
Network picks — social media & creators: — @SparkCodeBasics — TikTok Ads explained from zero: campaign objectives, Spark Ads, pixel… — @TubeRoomLeaks — Inside baseball on YouTube growth: algorithm changes before they're……
@B2BLabReport
Founder-led vs. brand-channel content: trust premium vs. scalability The question: should early-stage B2B concentrate social on the founder's voice or build a brand-operated channel? The tradeoff is trust premium versus …
@B2BLabReport
Link in post vs. link in first comment: the workaround and its cost The question: does moving the outbound link from the post body to the first comment actually recover B2B reach? This is the most-cited LinkedIn hack, an…
@B2BLabReport
X vs. LinkedIn for B2B: real-time discourse vs. buyer context The question: where should a B2B brand concentrate organic effort — X or LinkedIn? They serve different stages. X excels at real-time discourse, fast feedback…
@B2BLabReport
AI-drafted posts vs. human-written: throughput vs. distinctiveness The question: should B2B thought-leadership content be AI-drafted for volume or human-written for voice? The tension is throughput versus distinctiveness…
@B2BLabReport
Social listening tools vs. surveys: overheard vs. asked The question: to understand B2B buyers, should you mine social listening (Brandwatch, Sprout) or run direct surveys? They capture different truths. Social listening…
@B2BLabReport
Tagging experts vs. posting solo: borrowed reach vs. clean signal The question: does tagging relevant people in a B2B post expand reach, or does it backfire? The mechanism cuts both ways. Tagging can borrow a tagged pers…
@B2BLabReport
Automated DM sequences vs. manual outreach: scale vs. signal The question: should B2B social selling lean on automated LinkedIn DM tools or hand-written manual outreach? The tradeoff is stark and getting starker. Automat…
@B2BLabReport
Long-form vs. short-form text: dwell time vs. completion risk The question: for a B2B insight, does a long 'click-to-see-more' post or a tight short one perform better? They trade two algorithm signals against each other…
@B2BLabReport
Best-time-to-post tools vs. first-hour velocity: aiming at the wrong variable The question: do 'optimal posting time' tools actually move B2B reach, or is early engagement velocity the real lever? The time-of-day industr…
@B2BLabReport
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