We audited 193 pages with our open-source GEO MCP. Here is what it found.

Description and use

WebDecoy used GEOMCP to audit 193 pages, identified and fixed 11 technical issues such as unnamed checkboxes, skipped heading levels, and incorrect links, clearing all warnings.

Problem

The WebDecoy team needed to identify and fix technical GEO and SEO issues across their production site.

Outcome

After auditing, all identified warnings were resolved and the comparison tool bug fixed, improving site technical quality.

Workflow

• Build GEOMCP server
• Run GEOMCP against 193 sitemap URLs via SDK client and stdio server
• Collect audit results
• Identify issues (unnamed checkboxes, heading skip, misleading link label, missing contextual links, comparison tool bug)
• Fix identified issues
• Redeploy changes
• Run GEOMCP again to confirm all warnings cleared
• Add regression test for comparison tool

Evidence

We built GEOMCP, a free MIT‑licensed MCP server for technical GEO and SEO checks.

Source

Then we ran it against all 193 URLs in our production sitemap through a real SDK client and stdio MCP server.

Source

Five articles had unnamed checkboxes generated from Markdown task lists.

Source

The glossary and bot report skipped a heading level.

Source

Our Features page linked to AI Analytics with the label “Learn More.”

Source

Three standalone pages had no contextual same‑origin links in their main content.

Source

We fixed the issues, deployed the changes, and ran the same MCP on those pages. All 11 original warnings cleared.

Source

The run also found a bug in our comparison tool: it classified unchanged unknown results as coverage changes.

Source