# GoAI Moat AI Visibility Audit (remote · mcp.goaimoat.com)

Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.

- Trust score: 68/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-28

## Components

- remote · `mcp.goaimoat.com`: 68/100 (this document), [markdown](https://verifymcp.io/servers/com-goaimoat-ai-visibility/mcp.md), [page](https://verifymcp.io/servers/com-goaimoat-ai-visibility/mcp)

## Channel facts

- Endpoint: `https://mcp.goaimoat.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-28.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 6 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 613 tokens (~102/item across 6 items; 6 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 20/100
  - Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the GoAI Moat AI Visibility Audit MCP server?

GoAI Moat AI Visibility Audit is a hosted endpoint at https://mcp.goaimoat.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-goaimoat-ai-visibility 'https://mcp.goaimoat.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-goaimoat-ai-visibility": {
      "url": "https://mcp.goaimoat.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-goaimoat-ai-visibility": {
      "type": "http",
      "url": "https://mcp.goaimoat.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-goaimoat-ai-visibility]
url = "https://mcp.goaimoat.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-goaimoat-ai-visibility": {
      "type": "remote",
      "url": "https://mcp.goaimoat.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-goaimoat-ai-visibility --url 'https://mcp.goaimoat.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-goaimoat-ai-visibility:
    url: "https://mcp.goaimoat.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-goaimoat-ai-visibility": {
      "Transport": "http",
      "Url": "https://mcp.goaimoat.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-goaimoat-ai-visibility -t streamable-http -u 'https://mcp.goaimoat.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-goaimoat-ai-visibility": {
      "type": "http",
      "url": "https://mcp.goaimoat.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-28 (score 68, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-26 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-25 (score 66, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-24 (score 66, +1)

- [functional] Server version: 4.0.5 → 4.0.8

### 2026-09-23 (score 65, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [security] Tool “audit_ai_visibility” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 393 → 613
- [functional improvement] Stability: unverified → 0.03
- [functional] New tool “get_category_leaders”
- [functional] New tool “get_usage”
- [cosmetic] “audit_ai_visibility” added an optional parameter “api_key”

### 2026-09-22 (score 65)

First indexed and scored.

## MCP tools (6)

### `audit_ai_visibility` (~229 tokens)

Audit Ai Visibility

Deep-audit a brand's visibility in AI answers (ChatGPT, Perplexity, AI Overviews).

FREE TIER: 1 full deep audit per email — pass your email to unlock it.
DEVELOPER/UNLIMITED: pass an api_key (or license_key) from a developer subscription
at https://niebingyu.gumroad.com/l/njpksu to run audits programmatically with no email.
Without email/api_key you get the audit framework and tier mapping only.

Input parameters:

- `api_key` (string): Developer API key — equivalent to license_key, for agent/API callers.
- `brand_name` (string, required): The brand/company to audit.
- `category` (string): Product/service category (e.g. "phone case", "DTC fashion").
- `email` (string): Your email — unlocks 1 free full audit.
- `license_key` (string): Gumroad license key — unlocks unlimited full audits.
- `score` (integer): Optional known 0-30 checklist score. If provided, a tier + fix plan is included for free.

### `get_checklist` (~28 tokens)

Get Checklist

Return the full 30-point AI visibility checklist (5 categories × 6 checks). Free.

### `get_fix_priority` (~48 tokens)

Get Fix Priority

Turn a 0-30 visibility score into a tier and prioritized fix plan. Free.

Input parameters:

- `score` (integer, required): The total score (0-30) from the 30-point checklist.

### `check_license` (~35 tokens)

Check License

Check whether a Gumroad license key is valid for unlimited audits.

Input parameters:

- `license_key` (string, required): The license key received after purchase.

### `get_usage` (~51 tokens)

Get Usage

Report the caller's API usage volume (total audits, last called, recent brands).

Input parameters:

- `api_key` (string): Your developer API key / license key. If empty, reports the anonymous/free-trial usage.

### `get_category_leaders` (~103 tokens)

Get Category Leaders

Return the AI-recommendation leaderboard for a product category.

Combines listed-market leaders (public data) with tracked B2B brands (GoAI Moat geo-footprint audit).
Useful when a user asks "who are the top Chinese suppliers of X" or "which brands does AI recommend in X".

Free tier. Available categories: connector, phone_case.

Input parameters:

- `category` (string): Product category slug (e.g. "connector", "phone_case").

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-goaimoat-ai-visibility/mcp#diagnostics

## Score history

- 2026-09-28: 68
- 2026-09-27: 67
- 2026-09-26: 67
- 2026-09-25: 66
- 2026-09-24: 66
- 2026-09-23: 65
- 2026-09-22: 65

## Common questions

### What is the GoAI Moat AI Visibility Audit MCP server?

GoAI Moat AI Visibility Audit is an MCP server listed in the public MCP registry as com.goaimoat/ai-visibility. Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits. This page covers its hosted endpoint (https://mcp.goaimoat.com/mcp).

### Is the GoAI Moat AI Visibility Audit MCP server safe to use?

GoAI Moat AI Visibility Audit scores 68 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the GoAI Moat AI Visibility Audit MCP server expose?

GoAI Moat AI Visibility Audit exposes 6 tools: audit_ai_visibility, get_checklist, get_fix_priority, check_license, get_usage, get_category_leaders. Their descriptions and schemas cost roughly 494 tokens of context every time the server is loaded.

### Does the GoAI Moat AI Visibility Audit MCP server require authentication?

No. We connected to GoAI Moat AI Visibility Audit without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the GoAI Moat AI Visibility Audit MCP server still maintained?

GoAI Moat AI Visibility Audit is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://mcp.goaimoat.com/mcp
- Repository: https://github.com/jayniebingyu-cyber/goaimoat-ai-visibility-mcp
- Changelog RSS feed: https://verifymcp.io/servers/com-goaimoat-ai-visibility/mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-goaimoat-ai-visibility/mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-goaimoat-ai-visibility/mcp