// signal(daily)

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

// computing(∑)

LIVE

847

∑ sources

0.47%

σ signal/noise

t₀ today 2026-01-09
LIVE

3 incrementality testing mistakes — and how to avoid them

Highest rated content by Tom Leonard Read time: 7 minutes · Measurement
Score: +3580
Incrementality testing fails when treated as a verdict rather than a loop. Tom Leonard argues that a 1% lift is meaningless unless translated into incremental CPA or ROAS. Tactical implication: Define a decision tree before testing (e.g., "if iROAS < 2.0, we cut spend") to force action over observation.

The State of Newsletters 2026

by Tyler Denk Read time: 15 minutes · Email Marketing
Score: +3480
beehiiv data from 28 billion emails shows open rates rising to 41.24% in 2026, with paid subscriptions jumping 138% to $19M. Short subject lines (<20 words) drive opens, but long ones (80-100 words) double click-through rates to 7.78%. Tactical implication: Switch subject lines to <20 words for daily sends, but test long-form subjects for high-intent sales emails.

Email marketing is becoming an agent-to-agent system

by Constantine von Hoffman Read time: 6 minutes · Email
Score: +3220
Gmail and Yahoo's AI summaries now act as gatekeepers, filtering emails before humans see them. Sinch data shows 42% of consumers demand personalized promotions, pushing brands toward "agent-ready" metadata over clever subject lines. Tactical implication: Audit email HTML to ensure key offers are machine-readable in the first 1KB of code for AI summarizers.

Anthropic is going parabolic

by Marc Baumann Read time: 4 minutes · AI Strategy
Score: +2600
Anthropic is raising $10B at a $350B valuation, with 80% of revenue now coming from enterprise API customers. Claude Code alone generates over $1B in annualized revenue, signaling a shift toward industrial-grade AI utility. Tactical implication: Prioritize Claude 3.5 Sonnet for internal automated workflows where data privacy and complex reasoning outperform raw speed.
t₋1 yesterday 2026-01-08

xAI's massive new $20B raise

by The Rundown AI Read time: 4 minutes · Marketing
Score: +3000
The Rundown AI highlights xAI's significant funding round to enhance its Grok chatbot and data infrastructure. Funding: $20 billion raised. Strategy: Scaling AI capabilities for marketing automation.

The Future of Business Is Fast: Watch For These 3 Tech Trends

by Salesforce Read time: 4 minutes · Marketing
Score: +2900
Salesforce breaks down essential tech trends shaping fast-growing businesses. Trends: AI integration, automation, and data utilization. Action: Adopt these trends to enhance marketing strategies.

37% of consumers now start searches with AI (and product comparison is a top use case)

Highest rated content by Danny Goodwin / Search Engine Land Read time: 4 minutes · Marketing
Score: +4750
37% of consumers now begin information discovery with AI, with product comparison ranking as a top use case. Search Engine Land reports that users increasingly bypass traditional search for direct answers from tools like ChatGPT. Tactical implication: Add comparison tables and explicit definition blocks to your top 10 converting pages to capture AI citation slots.

3 brand mistakes that AI will keep amplifying in 2026

by Shannon Reedy / MarTech Read time: 4 minutes · Marketing
Score: +4250
Southwest Airlines faced prolonged reputational damage after AI summaries resurfaced 2022 crisis data during recent searches. MarTech warns that without fresh 'brand receipts,' AI models default to historical controversy. Tactical implication: Publish a 'Facts' or 'Timeline' page tackling common negatives and link it from your footer to provide clean source data for crawlers.

OpenAI’s countdown: monetization, ads, and a Google-shaped threat

by Krystal Scanlon / Digiday Read time: 4 minutes · Marketing
Score: +3750
Digiday reports OpenAI expects to burn $115B through 2029 and pay ~$450B for servers (per The Information, cited), while Sensor Tower pegs ChatGPT at ~910M monthly active users vs Gemini at ~345M (125% YoY). Tools referenced: ChatGPT, Gemini, commerce integrations (e.g., Shopify/Etsy mentioned), and emerging AI ad surfaces. Data sources: Sensor Tower + The Information (as cited). Tactical implication: start an 'AI media buying' readiness plan now—define conversion events + server-side tracking + creative/offer testing rules so you can pilot ads the moment inventory opens.

Reddit thread: real-world AI workflow wins marketers are reporting this week (hours saved, productivity lifts, automation stacks)

by r/digitalmarketing / Reddit (community) Read time: 4 minutes · Marketing
Score: +3250
Marketers report saving 5–6 hours weekly by chaining ChatGPT for drafting with n8n for distribution. One user reduced reporting time from 47 to 10 minutes using automated data fetching scripts. Tactical implication: Map your manual reporting workflow and replace the data-gathering step with an API-connected agent or script this week.

GEO Replaces SEO: How AI Search Is Rewriting Discovery Rules in 2026

by Emmy Liederman / eMarketer Read time: 4 minutes · Marketing
Score: +4250
Daily AI search users in the US jumped from 14% to 29.2% in just six months (HigherVisibility). eMarketer analysis suggests Google is shifting to transaction-fulfillment while ChatGPT dominates high-intent research. Tactical implication: Audit your content for 'answer engine' readiness by placing key statistics and direct answers in the first 150 words of every post.

Commerce Media Consolidates as AI Agents Threaten Existential Disruption

by Marketing Brew Read time: 4 minutes · Marketing
Score: +3750
VML exec Tyler Murray: AI agents pose 'existential threat' to retail media as 60%+ AI searches end without clicks per Bain & Co. Walmart investing in 170,000 in-store digital screens as strategic moat against AI-driven zero-click shopping. Mastercard entered commerce media (Oct 2025), but space cooling after 3-year explosion. Data source: Bain & Co. + VML. Tactical implication: Shift 15-25% of digital retail media budget to in-store/physical activations where AI agents can't intercept the customer journey.

Agentic AI Accelerates Middle-Funnel Collapse: 38% of Shoppers Already Using AI

by eMarketer Read time: 4 minutes · Marketing
Score: +4000
38% of shoppers now use AI for product discovery, with 89% verifying details before purchase (IAB). eMarketer data indicates the 'middle funnel' is collapsing as autonomous agents handle evaluation and comparison tasks. Tactical implication: Structure product data with detailed Schema.org markup to ensure agents can parse pricing, specs, and availability without hallucinations.

AI Shopping Agent Wars Heat Up as Adoption Remains Uncertain for 2026

by Modern Retail Read time: 4 minutes · Marketing
Score: +3500
Perplexity launched AI shopping agent Nov 2024; 2025 saw explosion from ChatGPT, Amazon Rufus, Walmart Sparky. McKinsey estimates agentic commerce could redirect $1 trillion in US retail spend, but Amazon CEO Andy Jassy says most agents 'fail to provide satisfactory experience' with inaccurate pricing/delivery. eMarketer forecasts AI platforms will drive just 1.5% of retail ecommerce sales in 2026 ($20.9B). Data source: McKinsey + eMarketer. Tactical implication: Launch controlled pilot with one AI shopping platform (Perplexity or ChatGPT Shopping) testing 10-20 SKUs to measure conversion rates vs. organic search over Q1 2026.
t₋2 2 days ago 2026-01-07

Predictions for B2B Go-To-Market in 2026

Highest rated content by Scott Brinker Read time: 4 minutes · Marketing
Score: +3840
Jon Miller (Marketo co-founder) predicts 2026 will see the rise of 'Agent Optimization' where brands market directly to AI intermediaries. Key forecast: 'Context Engineering' will emerge as a core ops discipline to structure data for reasoning models, replacing brittle rules-based automation. Tactical implication: Create a 'headless' content layer (APIs, structured data) specifically for AI agents to ingest pricing and specs without UI friction.

6 things marketers need to know about search and discovery in 2026

by Constantine von Hoffman / MarTech Read time: 4 minutes · Marketing
Score: +3220
Bain & Company data shows 60% of searches now end without a click, as users pivot to AI assistants. Ryanair vanished from GPT-5 results despite high GPT-4 visibility, proving the volatility of 'compressed memory' indices. Tactical implication: Shift SEO focus from keywords to 'Cognitive Fit'—publishing structured data and direct answers that LLMs can cite without needing a click.

IAB releases agentic AI roadmap for digital advertising

by MarTech Read time: 4 minutes · Marketing
Score: +3220
The IAB's new Agentic AI Roadmap defines the shift from 'serving ads' to 'serving agents,' outlining standards for machine-readable creative and autonomous media buying. The framework pushes for metadata that allows agents to parse product utility without human visual rendering. Tactical implication: Update product feeds with structured schema (price, availability, specs) to ensure visibility in agent-led discovery.

Driving Alpha: How Portfolio Companies Are Converting the Agentic Thesis into Value Creation

by Salesforce Read time: 4 minutes · Marketing
Score: +3050
Salesforce portfolio data reveals Telepass now runs 36k agent conversations weekly with 80% resolution, while Nexo saves 90k employee hours monthly via agentic workflows. Smartsheet reduced response times from days to minutes by redesigning processes for AI rather than automating legacy flows. Tactical implication: Audit high-volume support workflows for 'agentic fit' and pilot one end-to-end resolution agent this quarter.

// tools.directory

get(best_tools)

47 curated AI marketing tools across 8 categories

explore( ) →
← older page 1 of 4

// review(rand)

★★★★★

"The only newsletter I read before coffee."

SC

Sarah C.

Head of Growth