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⚡ AI Lessons
Dev.to · Cassian Holt
2mo ago
FAQ Schema Helps GEO, But Only If the Answers Are Visible
FAQ Schema can help AI search understand a page, but it should not be used as hidden content...
Dev.to · Cassian Holt
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Private AI Deployment Is Not for Every Company
Private AI deployment sounds safer, but it is not automatically the right choice. It makes sense...
Dev.to · Cassian Holt
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
AI API Audit Trails: What Should Be Logged Before Customers Ask?
If you distribute AI API access to teams or customers, audit trails should be designed before the...
Dev.to · Cassian Holt
⚡ AI Lesson
2mo ago
Retesting GEO: Why One AI Search Check Is Not Enough
One AI search check is not enough to judge a GEO project. AI answers are volatile. Indexing takes...
Dev.to · Cassian Holt
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
For B2B GEO, would you optimize the website first or third-party sources first?
Question for people working on AI search visibility: For a B2B company with a weak brand footprint,...
Dev.to · Cassian Holt
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
AI API Cost Caps and Multi-Key Failover: The Boring Layer That Matters
When companies distribute Claude, GPT or Gemini APIs internally or to customers, model price is only...
DeepCamp AI