// signal(daily)

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

// computing(∑)

LIVE

847

∑ sources

0.47%

σ signal/noise

t₀ today 2026-01-23
LIVE

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.

AI Gains Starting to Show in the Real Economy

by TLDR AI Read time: 4 minutes · Marketing
Score: +2800
TLDR AI breaks down the shift towards real-world applications of AI tools. Tools: utilize AI like Claude Cowork for operational efficiency. ROI: measure the impact of AI on productivity.
t₋1 yesterday 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.
t₋2 2 days ago 2026-01-21

Ads are officially coming to ChatGPT

Highest rated content by The Rundown AI Read time: 4 minutes · Marketing
Score: +3000
The Rundown AI highlights the introduction of ads in ChatGPT to support broader access to AI. Strategy: ads will be tested first in the US. Automation: ensuring user trust, data privacy, and ad quality.

The A in AGI stands for Ads

by TLDR AI Read time: 4 minutes · Marketing
Score: +2900
TLDR AI argues that ads are crucial for OpenAI's profitability and sustainability. Strategy: ads create a circular economy. Growth: leveraging advertising to enhance AI capabilities.

The Art of Customer Feedback Analysis: Turn Insights into Action

by Salesforce Read time: 4 minutes · Marketing
Score: +2800
Salesforce outlines the importance of analyzing customer feedback to develop actionable business strategies. Strategy: gather customer data effectively. Action: implement insights to improve product offerings.

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