Bloomiro - MCP-Powered SEO and AI Search Visibility Tool

TL;DR

TL;DR: Bloomiro is an MCP-powered search visibility platform that pulls your Google Search Console data and AI search rankings, then generates prioritized SEO and GEO tasks — actionable from inside Cursor, Claude Desktop, or ChatGPT via MCP protocol.

What Is Bloomiro?

Bloomiro is a search visibility action platform built for SaaS teams. It combines traditional SEO monitoring (Google Search Console) with generative engine optimization (GEO) — tracking how your site appears in AI-generated answers from ChatGPT, Claude, Perplexity, and Gemini.

The core workflow: connect your site, run a scan, and get a ranked list of fixes — from missing schema markup and content gaps to competitor weaknesses — delivered as tasks you can hand off to an AI agent via the MCP protocol.

“Bloomiro lets you connect your site and ask an AI agent what to fix for better SEO and AI search visibility, from missing pages and weak structure to schema, content gaps, and competitor analysis.” — Show HN launch thread

Source and Accuracy Notes

⚠️ This section is MANDATORY. All links must be verified from actual source, not guessed.

• Project page: bloomiro.com ← visited and verified
• HN launch thread: news.ycombinator.com/item?id=48818513 ← 5 points, July 7 2026
• License: proprietary SaaS (no open-source license)

Features

Search Console Integration

Connects directly to your Google Search Console property. Pulls existing query data, click-through rates, and ranking positions without manual export.

AI Answer Monitoring

Tracks whether your pages appear in AI-generated answers across ChatGPT, Claude, Gemini, and Perplexity. Not just ranking position — actual inclusion in model responses.

Site and Page Scanning

• Site Scan: full-domain audit for technical SEO issues, schema gaps, and content structure
• Page Scan: per-URL analysis for live pages

Competitor Tracking

Scans competitor domains alongside your own, flagging where others rank for terms you do not and identifying content gaps.

MCP Integration

Bloomiro exposes an MCP server endpoint. You can connect it to:

• Cursor — ask Bloomiro about your site’s issues inside the IDE
• Claude Desktop — query your SEO data as part of a Claude conversation
• ChatGPT — pull visibility tasks into a ChatGPT workflow

Pricing Tiers

| Plan | Price | Description | |---|---|---| | Starter | $29/month | Individuals/small teams, one site | | Builder | $49/month | Growing teams, more sites and scans | | Growth | $99/month | Serious growth in Google and AI search |

All plans include Google Search Console integration, AI answer monitoring, Site Scan, Page Scan, and competitor tracking.

How It Works

Step 1: Connect Your Site

Sign up at bloomiro.com and connect your Google Search Console property. Bloomiro reads your existing search data — no new tracking code required.

Step 2: Run a Scan

Trigger a Site Scan or Page Scan from the dashboard. Bloomiro audits technical structure, schema markup, content quality, and backlink signals.

Step 3: Ask Bloomiro via MCP

With the MCP server configured, you can ask natural-language questions about your visibility:

What pages are losing rankings in Google?
Which competitors outrank us for our top queries?
What schema markup is missing from our pricing page?

Bloomiro returns structured tasks prioritized by potential impact, not just raw data dumps.

Practical Evaluation Checklist

• [ ] Google Search Console connection works without site code injection
• [ ] AI answer tracking covers at least ChatGPT and Claude
• [ ] MCP server connects to Cursor and Claude Desktop
• [ ] Site Scan completes in under 5 minutes for a 500-page site
• [ ] Tasks are ranked by impact, not alphabetically
• [ ] Competitor comparison shows shared vs. exclusive keyword coverage
• [ ] Pricing page is transparent; no hidden scan limits

Security Notes

• Data is sourced from your Google Search Console property via OAuth connection
• MCP server requires local authentication; no data is exposed publicly
• Privacy policy available at bloomiro.com/privacy

FAQ

Q: Does Bloomiro work with sites not on Google Search Console? A: Partial. Site Scan and Page Scan work without GSC, but AI answer monitoring and query-level data require an active GSC connection.

Q: Is the MCP server self-hosted or cloud? A: Cloud-hosted. You configure the MCP endpoint in your AI client (Cursor/Claude Desktop) and authenticate with your Bloomiro account.

Q: Which AI models does the MCP integration support? A: Any AI client that supports the MCP protocol — confirmed working with Cursor, Claude Desktop, and ChatGPT.

Q: Does Bloomiro write content for you? A: No. Bloomiro identifies what needs to be fixed and prioritizes tasks. It does not generate or rewrite content directly.

Q: Is there a free trial? A: Not specified on the pricing page. Starter plan at $29/month is the entry point.

Conclusion

Bloomiro is a focused tool at the intersection of traditional SEO and the emerging GEO discipline. Its MCP integration is the differentiator — instead of exporting CSVs and pasting them into an AI chat, you query your search data conversationally from inside your IDE or AI client.

At $29/month for the Starter plan, it targets indie developers and small SaaS teams who want actionable visibility data without a full enterprise SEO stack. The GEO angle (tracking AI answers) is increasingly relevant as AI-generated responses displace traditional blue links.

If you manage a content site or SaaS product and want search visibility data where you already work — not in a separate dashboard — Bloomiro is worth evaluating.

Disclosure: Bloomiro is a proprietary SaaS product. No affiliate arrangement exists.