Leaderboard/MeSquared AI Search Visibility
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

MeSquared AI Search Visibility

smithery.ai/mesquared/visibility↗

Check how visible a business website is to AI search engines like ChatGPT, Perplexity, Claude, and Google AI Overviews. Returns a 0-100 visibility score, the top trust and citation issues, and a link to run the full scan on MeSquared Visibility.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
240.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 217ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 240ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 6, 2026success217.3msPass
Apr 6, 2026success201.9msPass
Apr 6, 2026success240.7msPass
Apr 6, 2026success198msPass
Source Registries
smithery
First Seen
Apr 6, 2026
Last Seen
Apr 6, 2026
Last Probed
Apr 6, 2026
MeSquared AI Search Visibility — Chiark Agent Quality Index