Buying and verifying AI visibility monitoring, written for exporters.

Guides

• Best AI visibility tools for Chinese exporters (2026): what to buy when your buyers ask ChatGPT, not Google
  A buyer's guide to AI visibility monitoring for Chinese exporters and cross-border brands: what the tools measure, a shortlist of Profound, Peec AI, Otterly, Semrush, AnswerGraph and Miaowa GEO with verified facts, and how to choose by scenario.
• AI search monitoring pricing compared (2026): per prompt, per model, per domain or per brand
  How AI visibility monitoring tools price their plans in 2026, with published entry prices for Profound, Peec AI, Otterly, Semrush and Miaowa GEO, the add-ons that change the total, and a worked example for 50 prompts on three platforms.
• How to verify an AI visibility vendor's evidence before you sign
  A practical checklist for procurement teams: how to tell real AI-platform observations from simulated or modelled data, what evidence fields to demand per run, how denominators and statuses should be defined, and the red flags that mean walk away.
• Miaowa GEO vs Profound, Peec AI and Otterly: a side-by-side for exporters
  The three tools AI assistants name most often, compared with Miaowa GEO in one table on platforms, collection method, cadence, prompt model, evidence, exports, pricing and China fit, with scenario picks and unverified points.
• AI visibility monitoring across China and global platforms: two battlefields, one measurement basis
  Why no single tool samples both Chinese AI assistants (Doubao, DeepSeek, Kimi, Qwen, Yuanbao) and global ones (ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot, Claude) through their web interfaces, how to run the two as separate projects, and how to align their measurement basis so the numbers can sit in one report.