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AI tools and agents: what each one is actually for
Reviews and the pricing that decides. Each tool or agent is judged on the job it does, not on the demo: what it costs at real volume, where it stops, and what you would actually use it for.
88 articles
Claude Opus vs Sonnet: Which One Is Actually Better for Marketing Work?
You subscribed to Claude Pro expecting one model. Then you noticed there are multiple. Opus costs more. Sonnet is faster. The documentation explains what they are — but not which one actually writes better ad copy at 11 PM when a campaign needs to go live.
Martin J.AI tools & agentsJul 5, 2026Claude Design vs Figma: Which Should Marketing Teams Use?
Your design team uses Figma. Your AI stack has Claude. Now Claude Design exists and suddenly you're being asked to pick. The comparison everyone publishes focuses on prototyping speed. That is not your actual problem.
Martin J.AI tools & agentsJul 5, 2026Claude Design Review 2026: Tested on 5 Real Marketing Use Cases
Everyone calls Claude Design a Figma killer. Most reviews are written by designers. You are a marketer — your workflow is different. Does it actually hold up when you need a launch landing page, a pitch deck, or an ad creative by tomorrow morning?
Martin J.AI tools & agentsJul 4, 2026Gemini CLI vs Claude Code for Marketers: Which One Should You Actually Use?
You saw the demos — marketers running campaigns from a terminal window, automating entire content pipelines without typing a single line of code themselves. Gemini CLI. Claude Code. Everyone seems to have it figured out. But what do the numbers look like before the first useful output — and who is actually behind those polished demos?
Martin J.AI tools & agentsJul 3, 2026
Manage Google Ads Smarter With AI.
DeepSeek vs ChatGPT for Marketing: Tested on 10 Real Tasks (2026)
DeepSeek appeared out of nowhere and outranked ChatGPT on several benchmarks. Your team started asking whether the $20/month subscription still makes sense. The answer depends on which specific tasks you're running — and two of them will surprise you.
Martin J.AI tools & agentsJul 2, 2026Claude Code for Marketing: What It Can Actually Do (And What It Can't)
Your marketing stack runs on tools that don't talk to each other. Claude Code promises to fix that — but it runs in a terminal, on your API budget, and assumes you can debug a script. Does that actually work for your team?
Martin J.AI tools & agentsJul 2, 2026AI Enablement for Marketing Teams: The Practical Guide That Actually Works
Your marketing team is using AI. They open ChatGPT, copy-paste the output in. That's not AI enablement — that's AI tourism. The gap between dabbling and deploying costs most teams 8–12 hours a week in manual work they don't know they're still doing.
Martin J.AI tools & agentsJul 2, 2026Dify for Marketing: What It Can Do (And What You'd Need to Build First)
Dify has more than 122,000 GitHub stars. Your developer colleague says it can automate anything. The question nobody answers honestly is what 'anything' actually requires before your first marketing workflow runs.
Martin J.AI tools & agentsJul 1, 2026
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