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AEO Inspector

by com.aeoinspector
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Server Details

AEO scan, 16-engine AI report and one-domain security + AEO report with fixes (x402 USDC).

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.8/5.0

Scored across 4 tools

Disambiguation3/5

domain_report and scan_site overlap heavily: domain_report explicitly bundles 'the AEO Inspector deep scan (AI crawler access, bot-vs-browser diff, agent-ready checks)' which is essentially what scan_site does alone. The descriptions help by framing domain_report as the paid bundle ($2) and scan_site as the cheap single scan ($0.05), and full_report/pricing are clearly distinct, but an agent still has to reason carefully to pick between the two scan tools.

Naming Consistency3/5

Names use a readable but mixed noun-based pattern: two end in _report (domain_report, full_report), one is a verb_noun (scan_site), and one is a bare noun (pricing). There is no single predictable convention, though it's not chaotic and each name is understandable.

Tool Count4/5

Four tools is on the lean side but well-scoped for a paid reporting service: a cheap scan, two report tiers, and a free pricing lookup each earn their place. It is slightly under-provisioned (no report retrieval or comparison tool) but not a mismatch.

Completeness4/5

The surface covers the apparent lifecycle: free pricing discovery, a low-cost scan, a mid-tier single-domain report, and a premium multi-engine visibility report, with report_urls for later access. Minor gaps exist (no tool to list/fetch previously generated reports by URL or to compare multiple domains), but core workflows are covered.

Available Tools

4 tools
domain_reportA
Read-only
Inspect

One-domain report: runs the OrionCMD site audit (TLS from CT logs, DNS/DNSSEC/CAA, RDAP expiry, SPF/DMARC/DKIM/MTA-STS, security headers, security.txt) and the AEO Inspector deep scan (AI crawler access, bot-vs-browser diff, agent-ready checks) for one domain. Returns both grades and one merged, priority-sorted fixes list (paste-ready DNS records, registrar steps, robots.txt/llms.txt/JSON-LD) with a shell command to verify each, plus a report_url kept 30 days. Not charged if any part can't run. Costs $2 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Inputs: url (required).

full_reportA
Read-only
Inspect

16-engine AI visibility report: five category questions, each asked 3 times (240 answers), to ChatGPT, Microsoft Copilot, Gemini, Claude, Grok, Google AI Overviews, Google AI Mode, Perplexity, Meta AI, DeepSeek, Qwen, Mistral, GLM, MiniMax, Exa Answer and You.com. Returns per-engine answers, mention rate, citations of the site (own domain in the returned sources), a visibility score, competitor share of mentions (overall and per engine), the sources engines cited, and a report_url. Takes 2-4 minutes. Not charged unless at least 12 of 16 engines answer. Costs $9 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Inputs: url (required), brand, topic.

pricingA
Read-onlyIdempotent
Inspect

Free. Prices of the paid tools and HTTP endpoints, the payment network (Base) and address. No input, no network request, no payment.

Inputs: no named parameters.

scan_siteA
Read-only
Inspect

Deep AEO scan of a website: fetches the homepage as a browser, Googlebot, OAI-SearchBot, GPTBot, ClaudeBot and PerplexityBot and diffs what each gets (JS shells, stale prerender snapshots, cloaking-like gaps), diagnoses Cloudflare AI-bot blocks (dashboard setting + WAF Skip rule), detects Base44/Replit/Lovable, reads robots.txt rules for 21 AI crawlers, crawls up to 9 more pages from the sitemap, validates JSON-LD (Organization, LocalBusiness, Product, FAQPage, Article, SoftwareApplication), checks Wikidata/sameAs entity signals, freshness, question-style headings, TTFB and HTML size, and asks Perplexity one category question. Checks agent files (llms.txt, MCP server card or /mcp, OpenAPI, /.well-known/x402 or a 402 challenge, JSON-LD Offer pricing, Web Bot Auth key directory). Returns the 100-point score, crawlerAccess (score, per-bot outcome), agentReady (score, pass/fail checks with fixes), prioritized fixes, a result_url, a badge_url and a ready-to-paste kit (llms.txt, robots.txt, JSON-LD). Takes 10-25 seconds. Costs $0.05 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Inputs: url (required).

Tool Schema Changelog

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