automate SEO content AI
How to automate SEO content without losing your editorial voice
AI can write articles fast, but without your editorial rules, every piece sounds generic. Temet captures your corrections from Claude Code sessions and turns them into stable rules you can export.
The Problem: Every AI Article Sounds Generic
AI can write articles fast. That is not the bottleneck anymore. The real problem is that without your editorial rules, every piece sounds the same. Generic AI jargon everywhere. No awareness of your ideal customer profile. Wrong calls to action. The same filler phrases in every intro. You end up spending more time correcting the output than you saved by generating it. The articles are technically correct but editorially dead.
Capturing Your Editorial Corrections
Every time you tell Claude "not that tone", "lead with the case study", "never say AI-powered", you are creating a decision trace. These micro-corrections happen naturally during your writing sessions. Most people never capture them. They correct, move on, and repeat the same correction next time. Temet captures these automatically from your Claude Code sessions. Every correction, every rewrite, every "no, do it like this" becomes a recorded data point. You do not need to document your editorial preferences manually. You just write, and Temet watches the gap between what the AI proposed and what you actually accepted.
From 10 Corrections to 4 Rules
After 5-10 articles, patterns emerge. Your corrections cluster into stable rules. "Always frame around proof, not promises." "Never use generic AI jargon like AI-powered or cutting-edge." "Lead with a concrete case before stating the thesis." "End with a specific action, not a vague invitation." These are not opinions you wrote down in a style guide. They are observed behavioral patterns, extracted from your actual editing sessions. The difference matters: opinions drift, but patterns extracted from repeated behavior are stable. They represent what you actually do, not what you think you do.
Export Rules, Write Better
Once your rules stabilize, export them with `temet rules --format claude`. This generates a clean set of editorial instructions you can paste directly into your CLAUDE.md or project instructions. The next article follows your voice without you correcting every sentence. The compound effect is real. Article 1 costs 15 corrections. Article 5 costs 8. Article 10 costs 3. By then, the AI has your rules baked in and produces first drafts that sound like you. Not because it learned your style magically, but because you told it exactly what to do, and Temet made sure those instructions were captured from real behavior.
Try It: Write 5 Articles, Export Your Rules
Here is the concrete workflow. Write your first article with Claude Code as you normally would. Correct freely, do not hold back. Run `temet audit --track` after the session. Repeat for 4 more articles. After 5 sessions, check your correction patterns with `temet rules`. You will see 3-5 stable editorial rules emerge. Export them with `temet rules --format claude` and paste into your project instructions. Write article 6. Count your corrections. If the number dropped from 10+ to 2-3, the rules are working. That is the proof: your editorial judgment, encoded and reusable.
FAQ
Will AI replace content writers?
No. The value is your editorial judgment, not the writing itself. AI writes, you decide. Temet encodes those decisions so they compound over time instead of being lost after each session.
How many articles before rules emerge?
Typically 5-10 articles produce 3-5 stable rules. The more you correct, the faster patterns stabilize. Some strong patterns appear after just 3 articles.
Next step
Use this guide in practice with Temet's audit, tracking, and profile workflow.
Connect your agentPublished March 16, 2026