Best AI Search Agency AEO Report

ai.aeoenginePublished by aeoengine.aiOfficial publisherv2.0.0Updated Oct 29, 2026

Free AEO visibility report MCP — run AI search audits for any domain.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingData & Analytics

Overview

AI-generated overview

Runs a free AI-search (AEO) visibility report for a website, covering ChatGPT, Perplexity, Gemini and Claude, and returns the emailed report plus a shareable…

What you can do
  • Run a free AI-visibility report for a domain, with per-engine coverage, competitor gaps and prioritized fixes
  • Poll a submitted report job to see its phase and reason, and retrieve the structured report once it is complete or partial
When to use it
Useful when you want a quick audit of how a site shows up in AI assistants' answers, or want to compare coverage against competitors before planning content or SEO/AEO work.
Requirements
Remote endpoint at aeoengine.ai over streamable HTTP; no authentication, environment variables or headers declared. The report tool requires the user's real email address, since the finished report is emailed there.
Before you install
The report tool requires a real email address, which is sent to the third-party service and used to deliver the report. Reports can take up to about 10 minutes, so results may need polling rather than a single call.

Installation

In SourceWeft

  1. Open Best AI Search Agency AEO Report in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.aeoengine%2Fbest-ai-search-agency-aeo-report/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "best-ai-search-agency-aeo-report": {
      "type": "http",
      "url": "https://aeoengine.ai/mcp"
    }
  }
}

Tools

2

run_aeo_report

Run AEO visibility report

Run the free AI-visibility report for a website (ChatGPT, Perplexity, Gemini, Claude coverage, competitor gaps, prioritized fixes). Requires the user's real email — the finished report is emailed there and a shareable report URL is returned. Takes up to ~10 minutes; set wait_seconds up to 50 to wait inline, or poll later with get_aeo_report_status. Never fill the company field.

Parametersemailrequiredfreshdomainrequiredmarketcontextcompetitorcompetitorswait_secondsreport_profilecustomQuestionsidempotency_key

get_aeo_report_status

Get AEO report status

Poll a previously submitted AEO report job once. status is queued, preparing, needs_review or running (keep polling) or complete, partial or failed (terminal); state carries the phase and reason. When complete or partial, returns the structured report (per-engine breakdown with provenance, recommendations, coverage, methodology, the measured questions, competitor evidence, named share of voice), the shareable report_url, and a markdown_summary to read to the user.

Parametersjob_idrequired

Version history

1
  1. v2.0.0LatestOct 29, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.