Leaderboard/AEO Audit
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

AEO Audit

github.com/piiiico/aeo-mcp-server↗|v1.0.0
Marketing & Sales

AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
213.1ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 48ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 213ms, task completion: 100%
Skills
analyze_aeo

Run a full AEO (Answer Engine Optimization) audit on a website. Returns a score 0-100, grade (A-F), breakdown by category (schema, meta, content, technical, AI signals), list of issues found, and prioritized recommendations to improve AI visibility. Use this when you need a comprehensive analysis of why a business isn't appearing in AI assistant answers.

get_aeo_score

Get a quick AEO score for a website without the full breakdown. Returns the numeric score (0-100) and letter grade (A-F). Use this for a quick visibility check before deciding whether a full audit is needed.

check_ai_readiness

Check whether a website is properly configured for AI crawler access. Checks robots.txt for AI bot blocks, presence of llms.txt, schema markup, and other signals that affect whether ChatGPT, Claude, Perplexity and other AI assistants can read and cite the site. Returns a readiness summary with specific blockers.

Tools
3 tools verified via live probe
verified 7h ago
Server: aeo-auditVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Apr 5, 2026success48.4msPass
Apr 5, 2026success68.1msPass
Apr 5, 2026success65.3msPass
Apr 5, 2026success50.4msPass
Apr 5, 2026success50.9msPass
Apr 5, 2026success49.6msPass
Apr 5, 2026success51.6msPass
Apr 4, 2026success47.7msPass
Apr 4, 2026success72.9msPass
Apr 4, 2026success69.6msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026