TLDR Marketing

TLDR MARKETING 2026-02-27

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01GENERAL

03STRATEGIES & TACTICS

TIKTOK & IG VIDEO A/B TESTING LESSONS

Small changes can massively shift results, with identical videos sometimes getting 10X more views. Format matters too, as greenscreen videos perform far better on Instagram while talking-head styles can do better on TikTok. Algorithms are unpredictable, so the best approach is to repurpose content across platforms and then test multiple hooks, captions, text, and formats. Iterate on underperforming videos instead of relying on a single version.

linkedin.com2 min read

LIFECYCLE MARKETING: A PRACTICAL GUIDE TO CLOSING THE GAPS

Build a foundation before running campaigns. Start with the audience, not the feature, and use segmentation by fit, behavior, lifecycle stage, role, and jobs-to-be-done to shape messaging. Gather insights from product data, support, CS, and sales. Use a shared calendar and intake workflow to manage requests, and apply priority tiers, QA checks, and post-send reviews to keep cadence and multi-channel messaging consistent. Treat ad-hoc sends as learning opportunities. Once the system works, use AI to speed repetitive tasks.

linkedin.com14 min read

WIN REPORT: HOW AN APPEAL TO EMOTION DOUBLED CONVERSIONS

Leading with emotion instead of a heavy search form doubled conversions for a travel booking platform. User research showed visitors called the original mobile homepage boring and unengaging because the form appeared before any inspiring content. The winning redesign reduced the first step to one field and highlighted strong destination imagery and video. This change increased bookings by 103% during the test.

conversion-rate-experts.com2 min read

04RESOURCES & TOOLS

influ2.com

TIP: CLAUDE CODE X HUBSPOT

HubSpot workflows are normally limited to a single object, forcing teams to use APIs, custom scripts, or manual exports to connect Contacts, Deals, and Companies. Claude Code removes this barrier, letting you query across multiple objects in natural language without code. After installing the Claude for HubSpot app, you can open a workflow and ask Claude to update it using any objects. Review the draft it generates, then implement the changes directly in HubSpot. This enables faster and more flexible multi-object automation.

linkedin.com1 min read

GOOGLE DISCOVER ARCHITECTURE: CLUSTERS, CLASSIFIERS, OG TAGS, NAIADES - WHAT SDK TELEMETRY REVEALS

Google Discover reaches hundreds of millions daily, but its ranking system is mostly hidden. Content flows through a nine-stage pipeline. Missing og:image or images under 1,200px block or limit visibility, and dismissed items remain permanently suppressed. Collection-level filters can block an entire publisher before ranking. Discover uses 13 cluster types, multiple personalization layers, and about 150 concurrent A/B experiments with 51 feature flags, so similar users can see very different feeds.

metehan.ai10 min read

05MISCELLANEOUS

ONLY ONE COMPANY IN THE WORLD CAN RIVAL GOOGLE'S DISTRIBUTION: META

Meta may have structural advantages over pure play LLM rivals because of its closed-loop ecosystem. Unlike Google, which risks disrupting search ads, Meta can experiment with AI answers inside engagement-driven platforms while preserving monetization. Social discovery behaviors, from restaurant recommendations to product research, are already happening inside Instagram and WhatsApp, creating an entry point for AI-powered search layered onto existing conversations. Local businesses could see renewed importance in optimized Meta profiles as discovery shifts from anonymous reviews to socially informed recommendations.

productledseo.com6 min read