visibility.compare

MCP tool from MCP Geo by AKzar1el

Share-of-voice comparison against competitor domains, with prompts you win and prompts they win.

How to use it

visibility.compare is exposed by the MCP Geo MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the visibility.compare tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install MCP Geo

$claude mcp add --transport stdio digestseo -s user --env GEMINI_API_KEY=your_key_here -- npx -y @digestseo/mcp-geo

FULL MCP GEO LISTING

Other tools in MCP Geo (8)

generate_prompts

Regenerate a brand's prompt set via Claude Haiku (replaces active prompts, keeps history).

list_brands

List tracked brands with domains, competitors, and active prompt counts.

track_brand

Start tracking a brand: creates it locally and generates its buyer-intent prompt set (Claude Haiku when ANTHROPICAPIKEY is set, three starter prompts otherwise).

visibility.check

Latest AI visibility snapshot across all configured engines for a tracked brand, with per-engine scores, winning prompts, and losing prompts.

visibility.citations

The actual citation events — prompt, engine, response excerpt, citation type, brand URL when present.

visibility.content_gaps

Prioritized Claude-Haiku-generated content recommendations targeting your losing prompts.

visibility.history

Time-series history of overall and per-engine visibility, bucketed daily or weekly.

visibility.refresh

Manually trigger a fresh scan across every engine whose API key is set.