AINewsnow

What we got wrong building an MCP server for AI visibility data

I'm Aniketh Shenoy Kota, the product manager for Contentstack Canoe at Contentstack, so I'm not neutral here. Contentstack Canoe asks ChatGPT, Gemini, Perplexity and Claude the questions a brand's buyers ask, then scores how often the brand gets named, which competitors win and which sources the en…

Read the full story at DEV Community — AI ↗

Timeline · 1 report

  1. 2026-10-31 02:05 · DEV Community — AI
    What we got wrong building an MCP server for AI visibility data

More stories

  1. Generative Engine Optimization (GEO): The Engineering Blueprint for Ranking Inside ChatGPT, Perplexity, and Claude in 2026 — DEV Community — AI
  2. ChatGPT vs Gemini vs Claude: Pick by the Job, Not by the Hype — DEV Community — AI
  3. I wrote a meta-prompt to answer “What should I ask the AI to do next?” Looking for critique. — r/PromptEngineering
  4. Is prompt engineering really a thing or is it just a bait to buy course/get contact info ? — r/ClaudeAI
  5. Study finds fluent language makes hallucinating chatbots as credible as accurate ones — TechXplore AI & ML
  6. Forecast.prp needs your help — r/PromptEngineering
  7. We tested how AI agents see our own website. It was humbling. — r/AI_Agents
  8. Gemini 4 Argon — r/GeminiAI

Get the daily brief of stories like this at 6:30 every morning →