// signal(daily)
The daily briefing for AI marketers, growth hackers, and operators.
// computing(∑)
LIVE847
∑ sources
0.47%
σ signal/noise
t₀ today 2026-01-18
LIVE
B2B marketers trust AI for execution but not strategy
Highest rated content by MarTech Read time: 4 minutes · Marketing
Score: +3000
MarTech highlights the divide in trust between execution and strategy among B2B marketers regarding AI. Trust: B2B marketers rely on AI for execution but hesitate on strategic decisions. Insight: Understanding this divide can inform how marketers implement AI tools.
3 strategies for killing AI slop in your email copy
by MarTech Read time: 4 minutes · Marketing
Score: +2900
MarTech outlines strategies to enhance email copy quality by addressing AI-generated content issues. Strategy: Implement clear guidelines for AI usage. Testing: Regularly review and refine AI outputs. Action: Train teams on effective AI integration.
t₋1 yesterday 2026-01-17
How Shopify and Google built the Universal Commerce Protocol (UCP) so AI agents can transact with any merchant
Highest rated content by TLDR AI Read time: 4 minutes · Marketing
Score: +3000
Shopify and Google co-developed the Universal Commerce Protocol (UCP) to facilitate transactions between AI agents and merchants. Strategy: UCP defines discovery and negotiation mechanisms. Automation: This standard enhances AI's ability to interact with various merchants seamlessly.
Understanding Manus sandbox - your cloud computer
by TLDR AI Read time: 4 minutes · Marketing
Score: +2900
Manus outlines the capabilities of its Sandbox, a cloud virtual machine designed for isolated task execution. Workflow: Each task runs in its own environment, allowing for parallel execution. Tools: The sandbox supports full capabilities for AI development, enhancing efficiency.
Is AI becoming another data plumbing project?
by TLDR AI Read time: 4 minutes · Marketing
Score: +2800
CData highlights the challenges faced by data and AI teams in managing connectivity issues. Strategy: 71% of teams spend over 25% of their time on data plumbing. Action: Leaders should focus on streamlining data processes to enhance development efficiency.
t₋2 2 days ago 2026-01-16
Why internal alignment is your real growth engine
Highest rated content by MarTech Read time: 4 minutes · Marketing
Score: +3000
MarTech highlights the importance of internal alignment for driving growth. Strategy: Foster collaboration across teams. ROI: Improved efficiency leads to better outcomes. Action: Conduct regular alignment meetings to ensure all teams are on the same page.
Make Your Sales Kickoff the Party of the Year
by Salesforce Read time: 4 minutes · Marketing
Score: +2900
Salesforce argues that a captivating Sales Kickoff can energize teams and drive performance. Strategy: Create engaging agendas that inspire participation. Tools: Utilize interactive formats to enhance engagement. Action: Gather feedback post-event to refine future kickoffs.
Rethinking Complexity in Martech with AI
by Scott Brinker Read time: 4 minutes · Marketing
Score: +2800
Scott Brinker breaks down the complexity introduced by AI in marketing operations. Strategy: AI increases complexity but can simplify management. Action: Evaluate the benefits of complexity against its costs.
Build an AI Business Agent with Google ADK and Universal Commerce Protocol
by Shubham Saboo Read time: 4 minutes · Marketing
Score: +2700
[Shubham Saboo] breaks down the development of an AI business agent using Google ADK and Universal Commerce Protocol. Tools: AI agents can now handle the entire shopping experience. Action: Explore implementing the Universal Commerce Protocol for your e-commerce platform.
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Sarah C.
Head of Growth