marketing-ops
60 posts tagged marketing-ops.
- The useful part of Roetzer’s architect-orchestrator-apprentice AI work model
- SEO work is getting split across Search, images, and AI Mode
- AI Agents Make Audience Data Debt More Expensive
- Fact-checking agents need receipts, not vibes
- AI adoption is the easy checkbox. Workflow adaptation is the actual job
- AI search makes traffic a weaker KPI
- AI search is starting to separate answers, training, and attribution
- Cloudflare’s Robots.txt Idea Exposes the AI Crawler Mess
- AI citations are not just a source-order game
- Selling on ChatGPT starts with answer visibility, not ad tactics
- Turn repeat marketing work into tools, not just prompts
- Search Console Is Not Enough for AI Search Visibility
- Search Ops Are Moving From Pages to Feeds
- GEO needs exposure data before it can claim revenue
- The marketing AI stack is too full now
- PPC Automation Needs Guardrails, Not Blind Trust
- Browser agents are becoming practical comment analysts
- AI Made the First Draft Free. The Bottleneck Moved Downstream.
- llms.txt Is Being Treated Like robots.txt, and That Is the Problem
- Search marketing’s weak moral shield against automation
- Global Search Console AI reporting is a measurement upgrade, not an SEO strategy
- ChatGPT Commerce Has a Checkout Problem
- AI readiness is a workflow test, not a model choice
- AI agent interviews are a workflow fix, not a content strategy
- Free AI training will not fix unclear marketing work
- AI workflows should create new work, not just faster tasks
- AI Search Is Turning Attribution Into the Real SEO Problem
- AI-edited ads expose the missing owner after approval
- AI search makes the answer shorter, not the work
- Google AI Mode Ads Put the Product Feed in Charge
- Google's spam update and the AI SEO content factory
- AI Is Not the Point of the Intimacy Economy
- Google’s spam update and AI Overviews are the same SEO story
- Generated Interfaces Put Tool Pages on Notice
- Prompt Injection Is SEO Spam With a Larger Blast Radius
- Google AI Mode Traffic Is Now an Attribution Problem
- ChatGPT Fan-Out Queries Are Turning SEO Into Evidence Design
- Agentic marketing ROI starts after the hours are saved
- SEO Is Becoming an AI Visibility Problem
- ChatGPT’s Brand Bias Starts Before Search
- AI Overviews make CTR the metric to watch
- LinkedIn’s AI slop report button is a warning to lazy operators
- AI detectors are becoming a tax on honest writing
- AI Content Abundance Makes Trust the Scarce Asset
- AI search attribution is becoming an operating problem
- The Automation Ceiling Nobody Prices In: When Human Participation Is the Product
- Linear AI rollouts are already too slow for marketing teams
- Cursor is the spreadsheet moment for marketing ops
- The Lovable test: can a marketer ship a working internal tool before lunch?
- The 4-second budget that decides if your AI agent ships
- Agent Success Rate is the only number that matters when a new model drops
- Marketers are still vibe-checking prompts. Frontier devs run evals before lunch.
- Stop Vibe-Checking New Models. Build a 50-Prompt Eval Set Instead.
- How a 400-line system prompt becomes 15 lines with Skills
- The 200K Token CSV Problem Has a One-Line Fix
- Moats Died When Model Releases Got Weekly
- Why I Stopped Trusting Demo Videos for Agent Tools
- Why I Stopped Trusting My Own Prompts (And Started Logging Them)
- When Your AI Agent Needs a Browser, Not an API
- Why I Stopped Trusting AI Demos and Started Timing My Own Workflows