// signal(daily)
The daily briefing for AI marketers, growth hackers, and operators.
// computing(∑)
LIVE847
∑ sources
0.47%
σ signal/noise
t₀ today 2026-01-24
LIVE
What 1,150 senior tech and business leaders shared about AI and automation
Highest rated content by TLDR AI Read time: 4 minutes · Marketing
Score: +3000
Camunda breaks down the challenges organizations face in scaling AI and automation. Insights: scaling: organizations struggle with governance. Automation: leaders emphasize the need for clear strategies. Action: assess your current automation processes.
A detailed guide to building agentic systems
by TLDR AI Read time: 4 minutes · Marketing
Score: +2900
Algolia outlines best practices for building agentic AI systems. Strategy: avoid custom integrations that slow down development. Tools: leverage existing frameworks to streamline implementation.
December 2025 HubSpot updates: Smarter segmentation, tighter AI control, less CRM busywork
by MarTech Read time: 4 minutes · Marketing
Score: +2800
MarTech highlights HubSpot's latest updates aimed at enhancing marketing efficiency. Tools: new AI features improve segmentation and reduce manual CRM tasks. Action: utilize smarter segmentation to target campaigns effectively.
t₋1 yesterday 2026-01-23
Agentic AI on the rise: Keys to unlocking value (Sponsor)
Highest rated content by TLDR AI Read time: 4 minutes · Marketing
Score: +3000
TLDR AI highlights the importance of AI agents in driving business innovation. Strategy: leverage AI agents for various tasks. Tools: explore new AI applications to enhance efficiency.
From Zero to Agentic Enterprise: A Startup’s Guide to Salesforce AI
by Salesforce Read time: 4 minutes · Marketing
Score: +2900
Salesforce outlines how growing businesses can scale using agentic AI solutions. Strategy: implement AI solutions without compromising trust. Action: evaluate AI tools to enhance customer engagement.
t₋2 2 days ago 2026-01-22
How AI agents shaped the record-breaking 2025 holiday season
Highest rated content by MarTech Read time: 4 minutes · Marketing
Score: +3910
Salesforce data reveals AI agents influenced 20% of the $1.29 trillion global holiday sales, with agent-driven search converting 9x higher than social traffic. Brands deploying proprietary AI agents saw 59% higher growth rates compared to non-adopters. Tactical implication: Prioritize 'owned agentic AI' in 2026 roadmaps to capture high-intent discovery traffic and automate post-purchase returns.
A practical framework for AI disclosure in marketing
by MarTech Read time: 4 minutes · Marketing
Score: +3480
Jeanne Jennings (Georgetown University) proposes a 'disclosure continuum' based on Context, Consequence, and Audience Impact rather than binary labeling. While internal segmentation requires no disclosure, high-consequence external content—like realistic human images—demands transparency to maintain trust. Tactical implication: Adopt this 3-part framework to filter 'disclosure noise' and only label AI use that materially affects consumer perception.
It’s time for AI to join your workflows
by MarTech Read time: 4 minutes · Marketing
Score: +2800
Typeface CMO Jason Ing warns that 'AI silos' are replacing data silos as the primary threat to efficiency. Integrating AI directly into campaign workflows—rather than treating it as a standalone tool—transforms it from a utility to a partner. Tactical implication: Audit current campaign creation processes to identify manual handoffs that agentic AI can automate.
// tools.directory
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Sarah C.
Head of Growth