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Claude Haiku 3.5 Price Drop Makes AI Review Replies Cost Less Than $0.001 Each
Anthropic cut Claude Haiku 3.5 pricing by 60% this month. Processing 100 review replies per month now costs under $0.08 — making AI-powered review management essentially free for local businesses.
Anthropic reduced the price of Claude Haiku 3.5 to $0.08 per million input tokens and $0.40 per million output tokens. For context: a typical Google review is ~50 words (input) and a reply is ~80 words (output). At these rates, generating 100 AI review replies costs approximately $0.06 — effectively zero.
This pricing makes it economically trivial to run AI review management even without any automation platform. A simple Google Apps Script checking for new reviews every hour and calling the Claude API costs less than $1/month for most local businesses. Previously, API costs made this setup only cost-effective for businesses with 30+ reviews monthly.
The practical implication: if you've been hesitant about AI review management due to cost, that barrier no longer exists. The main consideration is now quality and brand voice — ensuring the AI replies sound like you, not like a corporate chatbot. Providing a good system prompt with 3–5 examples of your own replies dramatically improves output quality.
Try the Claude API for review replies this month — even a basic setup via Make.com or Zapier now costs pennies. Write a system prompt that includes 3 examples of reviews you've already replied to well. That context is enough for Claude to match your tone consistently.
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Source: Anthropic News · 2026-05-24
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