Claude use cases — cost by workload

Every Claude workload has its own cost pattern. Pick yours.

Claude for customer support
Support auto-replies are one of the most cost-inefficient places Claude gets used. Here's why, and what to do.
Claude for code review
Running Claude as a code-review bot sounds cheap. $640/month later, it isn't.
Claude for content writing
Freelancers and agencies running Claude for drafts and edits: where the bill actually comes from.
Claude for agent research loops
Research → draft → critique → refine — each cycle multiplies your Claude bill.
Claude for daily coding assistants
Cursor-style daily dev usage on Claude: what it actually costs per developer.
Claude for CRM and app codegen
Using Claude to build a CRM or small app? The bill shape is predictable — and cuttable.
Claude for classification tasks
Classification on Claude is often 10x overkill — here's the cost math.
Claude for summarization
Claude is excellent at summaries. It's also wildly variable in cost depending on how you pipe context in.
Claude for chatbots
Building a chatbot on Claude? Three cost patterns to watch.
Claude for data extraction
Pulling structured data out of docs with Claude: real-world cost per 1,000 documents.