Automation - Feed Archive
// filter(tags) Automation (17)
Automation
17 links (last 90d) · 49 links (all-time)
// january_2026 (4)
2026-01-06
Reddit Introduces Max Campaigns, Its New Automated Campaign Type
by Search Engine Journal Read time: 4 minutes · Marketing
Score: +2500
Search Engine Journal highlights the technical rollout of Reddit's Max campaigns for performance marketers. Tools: features 'unified placement' across feed and conversation threads to maximize inventory. Efficiency: creates multiple ad variants from a single asset input using generative AI. Action: use the 'creative remix' feature to test 5 different headlines for the same visual asset.
2026-01-05
HubSpot + AI Agents Are Automating Campaign Operations
by HubSpot Blog Read time: 4 minutes · Marketing
Score: +1900
[HubSpot Blog] highlights the use of AI in automating campaign operations. Workflow: AI handles campaign QA and performance summaries. Action: Use AI for pre-send QA and auto-generate performance briefs.
2026-01-04
Marketing efficiency ratio: How to calculate and improve yours
Highest rated content by HubSpot Marketing Read time: 4 minutes · Marketing
Score: +3060
HubSpot Marketing outlines why Marketing Efficiency Ratio (MER) is the new north star over ROAS. Metric: calculate MER by dividing total revenue by total marketing spend (e.g., $500k / $100k = 5.0). Analysis: use MER to catch when high-ROAS channels are just cannibalizing organic traffic. Action: build a blended MER dashboard to report holistic growth health to leadership.
// december_2025 (2)
2025-12-29
Run Claude Code Autonomously for Hours: The Stop Hook Method
by yfxmarketer Read time: 12 minutes · Claude Code
Score: +4280
Claude Code stops and asks permission constantly. Stop hooks fix this. They fire shell commands when Claude finishes a task, feeding output back in to continue the loop. Claude Opus 4.5 can run 4+ hours autonomously at 50% task completion. Marketers can batch 20+ blog posts, email sequences, or ad variations overnight. The Ralph loop pattern uses task files with validation steps between content pieces to catch quality drift. High-value workflows: blog production, email sequences, ad copy variations, competitor analysis, SEO briefs. Always set max iterations to control token spend. Start with 3-piece test batches before scaling.
2025-12-25
Gemini AI Function Now Live in Google Sheets Cells
Highest rated content by Google Workspace Read time: 4 minutes · AI Tools
Score: +4210
Google launched the =AI() function in Sheets. Type a prompt in any cell to generate text, summarize data, or categorize rows at scale. Supports multi-step tasks like deleting archived rows, inserting columns with dropdowns, and bulk find-and-replace.