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Show HN: MCP that gives Codex/Claude your SEO and AI visibility data

Bloomiro.com2 min read
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Show HN: MCP that gives Codex/Claude your SEO and AI visibility data

Original Article Summary

What if questions like these just worked:How do I rank higher in Google and AI? Where are my competitors showing up? Which buyer prompts name them instead of us? What should I fix first?Now they do. Comments URL: https://news.ycombinator.com/item?id=49673524…

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Our Analysis

Bloomiro's MCP tool that feeds Codex and Claude your SEO and AI visibility data lets marketers query “How do I rank higher in Google and AI?” and instantly receive competitor rankings, buyer‑prompt insights, and prioritized fixes. For website owners, this means AI agents can now scrape your site’s ranking signals and prompt libraries at scale, turning ordinary SEO data into actionable AI prompts. If your pages are indexed by Codex or Claude, their internal models will start using your metadata, structured data, and content snippets to generate competitive recommendations, potentially driving AI‑powered traffic to rival sites that mimic your successful prompts. Ignoring this new visibility channel could result in lost organic clicks and AI‑driven content theft. **Actionable tips:** 1. **Update your llms.txt** to explicitly disallow Codex, Claude, and any “MCP” bots from crawling sensitive SEO endpoints (e.g., `/api/seo-data`, `/robots.txt` overrides). Use `User-Agent: *` with `Disallow: /api/seo-data` and add specific entries for `User-Agent: CodexBot` and `ClaudeBot`. 2. **Deploy a bot‑tracking script** that logs User‑Agent strings and referrers for AI model queries; flag any request containing “MCP”, “Codex”, or “Claude”. 3. **Create rate‑limit rules** in your web server or CDN to throttle high‑frequency AI model requests, preventing bulk data extraction that could feed competitor prompt libraries.

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