Link Archive

TL;DR — IAB State of Data 2026 report: 75% of marketers report gaps in measurement coverage, consistency, timeliness, and trust. 60% admit their attribution and incrementality approaches are inadequate. Tactical implication: benchmark your current measurement stack against this data; if your team is hitting accuracy/speed targets, you have competitive advantage.

TL;DR — Anthropic's growth team shared three weekly Cowork workflows: morning briefing that auto-pulls overnight data from Slack, Gmail, and ad platforms; Google Ads search term audit flagging negatives; live reporting dashboard with drill-downs by channel. Tactical implication: fork these templates for your team; focus on the morning briefing first—measure analyst time saved after 2 weeks.

TL;DR — Attribution is broken because offline signals and online channels don't talk; AI/ML tools now blend them. Solutions include blended attribution models, causal inference, and always-on incrementality testing replacing quarterly batch models. Tactical implication: run a 30-day pilot of one blended attribution tool (e.g., Cortex Agents, INCRMNTAL) on one product line; compare budget allocation recommendations vs. your current MMM.

TL;DR — Salesforce outlines strategies for effective SMS marketing to accelerate business growth. Tactic: Develop personalized SMS campaigns to boost engagement. Play: Integrate SMS with existing marketing channels for a cohesive strategy.

TL;DR — TikTok announced MCP server at TikTok World enabling AI agents to autonomously plan, launch, and optimize Ads campaigns. Impact: eliminates manual work of setting budgets, adjusting bids, and tweaking targeting. Tactical implication: test TikTok MCP on one product category for 30 days; measure hours saved by media buyers weekly.

TL;DR — Brand new research from 300 enterprise marketing leaders: 65% allocating at least 25% of budget to AI, 28% allocating over 50%. Key stat: 80% say AI attribution is clearer than traditional SEO, yet 66% report measurement challenges. Tactical implication: benchmark your AI budget allocation against peers; if below 25%, prepare business case for CFO this quarter.

TL;DR — MarTech argues that having multiple AI tools doesn't equate to a cohesive AI strategy. Strategy: Focus on aligning AI tools with business objectives rather than tool accumulation. Risk: Avoid the pitfall of tool overload without strategic integration.

TL;DR — MarTech reports that CMOs are increasing budgets for digital and acquisition channels, with AI search platforms being a key focus. Trend: Allocate more resources to digital channels to capture diverse prospects. Data: Leverage AI search platforms to enhance acquisition strategies.

TL;DR — OpenAI expanding ChatGPT ads globally to U.K., Brazil, Japan, South Korea, Mexico alongside US, Canada, Australia. New features: larger image ads, CTA buttons, e-commerce format pulling live pricing and reviews. Tactical implication: if serving any new market, launch test campaigns targeting high-intent keywords in ChatGPT; measure CPM and conversion vs. traditional search ads for 30 days.

TL;DR — AdRoll released MCP server transferring campaign performance insights and operational actions into Claude and ChatGPT, enabling agents to extract reports and manage campaigns via natural language prompts. Workflow: ask Claude for weekly performance summary, ROI by channel, bid recommendations. Tactical implication: test MCP connection for 2 weeks; measure analyst time saved from manual reporting.

TL;DR — TLDR AI reveals that leading frontier labs, including DoorDash and Southwest Airlines, use Unwrap to automate customer feedback analysis. Tool: Unwrap provides a streamlined solution for processing and analyzing customer feedback data. Play: Adopt Unwrap to enhance customer feedback mechanisms and drive data-driven improvements.