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AEORank — SEO, AEO & GEO Audit Engine

by app.aeorank
OverviewDiscussionsAdmin

Server Details

Live 62-rule SEO, AEO & GEO audit, RFC 9727 api-catalog, llms.txt & AI citation tools.

Ownership verified
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
aizaloapp/aeorank
GitHub Stars
3
Server Listing
aeorank-geo-mcp
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 5 tools

Disambiguation4/5

Each tool occupies a fairly distinct slot: rule lookup by ID, knowledge-hub full-text search, entity source listing, patch file generation, and a sandbox audit run. The only mild overlap is between lookup_rule and search_knowledge_playbooks, both being 'retrieve SEO information' operations, but the deterministic-ID vs. free-text-search distinction is stated clearly enough to disambiguate.

Naming Consistency5/5

All five tools follow a strict snake_case verb_noun pattern: generate_agent_patch_pack, list_entity_sources, lookup_rule, run_sandbox_audit, search_knowledge_playbooks. The verb choices (generate/list/lookup/run/search) are also semantically consistent with each tool's action type.

Tool Count4/5

Five tools is a lean but defensible surface for an audit engine: each one covers a different phase (audit, diagnose, remediate, cite, learn). It is slightly under-provisioned for a full audit product, but nothing is redundant.

Completeness3/5

The surface covers preview auditing, rule knowledge, remediation artifacts, entity sources, and educational content, but only a 'sandbox' audit preview exists — there is no full/production audit run, no report retrieval or export, and no way to persist or compare results over time. These gaps mean an agent can start a workflow but cannot complete a real audit-to-report lifecycle.

Publisher details

Operator
AEORank Engineering · Publisher source
Operator website
https://aeorank.app
Vendor relationship
First-party
Documentation
https://aeorank.app
Trust center
Not applicable
Restrictions
Not applicable

Available Tools

5 tools
generate_agent_patch_packGenerate 6-Tab Agentic Patch Pack & Remediation PromptB
Read-onlyIdempotent
Inspect

Generate ready-to-deploy machine-readable patch files (/llms.txt, additive RFC 9309 robots.txt, XSS-safe Schema JSON-LD, agent-card.json, safe _headers, and .geo-answer-box Fan-Out HTML) plus a prompt-injection-hardened Coding Agent remediation prompt.

Inputs: url (required), lang, lead_token, scan_token. Returns: ok, domain, unlocked, patch_pack, +3 more

list_entity_sourcesList High-DR Entity & Knowledge Graph PlatformsA
Read-onlyIdempotent
Inspect

Retrieve verified DR 70-98 self-serve entity & citation platforms (Wikidata, CERN Zenodo DOI, Hugging Face, GitHub, npm, PyPI, LinkedIn) for Knowledge Graph sameAs synchronization.

Inputs: category. Returns: count, sources, entity_sources

lookup_ruleLookup GEO-62 Rule & Pillar WeightA
Read-onlyIdempotent
Inspect

Look up any of the 62 AEORank Technical SEO, AEO & GEO diagnostic rules (e.g. AEO-001..AEO-062, llms_txt, answer_first, entity_clarity) and 9-pillar weights.

Inputs: query (required), lang. Returns: query, matches, matches_count, pillar_weights, +3 more

run_sandbox_auditRun Sandbox GEO-62 Diagnostic PreviewB
Read-onlyIdempotent
Inspect

Execute an instant zero-latency ($0) AEORank GEO-62 & Agentic Web 2026 diagnostic preview for a domain or URL.

Inputs: url (required), lang. Returns: ok, trial, domain, sandbox

search_knowledge_playbooksSearch Open Knowledge Hub PlaybooksA
Read-onlyIdempotent
Inspect

Search peer-reviewed Technical SEO, AEO, and GEO engineering guides from the AEORank Open Knowledge Hub (/learn and /tri-thuc).

Inputs: lang, query. Returns: count, playbooks

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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