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.

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
156.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 41ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 156ms, 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 3d ago
Server: aeo-auditVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success41.9msPass
May 18, 2026success56.3msPass
May 16, 2026success37.2msPass
May 13, 2026success156.2msPass
May 13, 2026success109.3msPass
May 12, 2026success66.2msPass
May 11, 2026success39.9msPass
May 9, 2026success38msPass
May 7, 2026success99msPass
May 7, 2026success76.2msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 19, 2026
Last Probed
May 20, 2026