// signal(daily)

The daily briefing for AI marketers, growth hackers, and operators.

// computing(∑)

LIVE

847

∑ sources

0.47%

σ signal/noise

t₀ today 2026-04-21
LIVE

How SMBs Can Gain An Edge With Agentic AI: Key Trends From Our Marketing Report

Highest rated content by Salesforce Read time: 4 minutes · Marketing
Score: +3650
Only 13% of marketers are currently using agentic AI, yet high-performing teams are twice as likely to use them compared to underperformers. The Salesforce State of Marketing Report surveyed 4,450 marketers, finding 80% of SMBs expect major to moderate ROI improvements from AI agents. Adopting AI agents allows marketers to reduce manual execution work, freeing up 6-7 hours weekly for strategic tasks. Tactical implication: Deploy an autonomous AI agent for one specific manual workflow to begin building a durable advantage while competitors hesitate.

Adobe rebrands Experience Cloud as ‘CX Enterprise,’ goes all-in on AI agents

by MarTech Read time: 4 minutes · Marketing
Score: +2960
Over 1,770 customers are already using Adobe's 10+ purpose-built AI agents as the company rebrands Experience Cloud to an AI-first CX Enterprise architecture. The platform introduces continuous 'Coworker' agents that orchestrate tasks using Human-in-the-Loop for creative ideation and Human-on-the-Loop for consumer-facing guardrails. Five major agency holding companies are integrating directly into the new Workfront-powered Agency System of Record layer. Tactical implication: Audit existing Adobe integrations and evaluate if new Coworker agents can consolidate disconnected project tools into a unified operational layer.

How to unify and orchestrate your B2B data to drive revenue

by MarTech Read time: 4 minutes · Marketing
Score: +2190
A five-layer data infrastructure is required to fix the broken feedback loop between B2B marketing and sales, shifting focus from siloed department tools to a lifecycle operating system. MarTech outlines that foundational bidirectional integration between CRM and marketing automation must precede data warehouse consolidation. Implementing a B2B Customer Data Platform (CDP) closes the activation gap by pushing unified profiles back into paid media tools. Tactical implication: Map the current data flow from CRM closed-lost deals back to paid media channels to identify and repair broken feedback loops.

// latest_post()

How to Apply Karpathy's AutoResearch to Marketing

AutoResearch lets AI agents test and improve your marketing outputs autonomously. Apply it to ads, emails, landing pages, and more.

AI Automation · t ≈ 19 min · Apr 5, 2026

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t₋1 yesterday 2026-04-20

Exclusive: Inside Canva AI 2.0 with CPO Cameron Adams

Highest rated content by The Rundown AI Read time: 4 minutes · Marketing
Score: +3000
The Rundown AI explores how Canva AI 2.0 enhances design and productivity with new features. Tool: Canva AI 2.0 introduces automated design suggestions to streamline creative processes. Tactic: Leverage AI-driven design tools to reduce time spent on repetitive tasks and focus on strategic creativity.

t₋2 2 days ago 2026-04-19

A 15-minute AI workflow to clean campaign data

Highest rated content by MarTech Read time: 4 minutes · Marketing
Score: +3000
MarTech reveals a 15-minute AI workflow designed to clean campaign data efficiently. Tactic: Implement this workflow to enhance data accuracy. Play: Use AI tools to automate data cleaning processes and improve campaign performance.

Reclaiming the power of the story — fueled by data and AI

by MarTech Read time: 4 minutes · Marketing
Score: +2900
MarTech discusses how data and AI are transforming storytelling in marketing. Shift: AI enables more personalized and engaging narratives. Play: Leverage AI-driven insights to craft compelling stories that resonate with target audiences.

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