GoAI Moat AI Visibility Audit
REMOTE · MCP.GOAIMOAT.COM · SCANNED SEP 28
Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.
Available components
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. How we score → Why this is hard to score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- 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. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability79
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 613 tokens (~102/item across 6 items; 6 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management20
- Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
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.
remote · mcp.goaimoat.com
claude mcp add --transport http com-goaimoat-ai-visibility 'https://mcp.goaimoat.com/mcp'
{
"mcpServers": {
"com-goaimoat-ai-visibility": {
"url": "https://mcp.goaimoat.com/mcp"
}
}
} {
"servers": {
"com-goaimoat-ai-visibility": {
"type": "http",
"url": "https://mcp.goaimoat.com/mcp"
}
}
} [mcp_servers.com-goaimoat-ai-visibility] url = "https://mcp.goaimoat.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"com-goaimoat-ai-visibility": {
"type": "remote",
"url": "https://mcp.goaimoat.com/mcp",
"enabled": true
}
}
} openclaw mcp add com-goaimoat-ai-visibility --url 'https://mcp.goaimoat.com/mcp' --transport streamable-http
mcp_servers:
com-goaimoat-ai-visibility:
url: "https://mcp.goaimoat.com/mcp" {
"McpServers": {
"com-goaimoat-ai-visibility": {
"Transport": "http",
"Url": "https://mcp.goaimoat.com/mcp"
}
}
} assistant mcp add com-goaimoat-ai-visibility -t streamable-http -u 'https://mcp.goaimoat.com/mcp'
{
"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.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 28 Sept 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Sept 26 +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.
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 24 Sept 26 +1
- Server version: 4.0.5 → 4.0.8 functional
- 23 Sept 26 0
- 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 security
- Schema quality: 393 → 613 ▼ functional
- Stability: unverified → 0.03 ▲ functional
- New tool “get_category_leaders” functional
- New tool “get_usage” functional
- “audit_ai_visibility” added an optional parameter “api_key” cosmetic
- 22 Sept 26 65
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 28 Sept 2026 · Probed https://mcp.goaimoat.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=mcp.goaimoat.com | CN=YE1,O=Let's Encrypt,C=US | 26 Sept 2026 | 25 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 6666b9a27b3a690260de08e9dfa686341ed |
| SANs: mcp.goaimoat.com | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of mcp.goaimoat.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| goaimoat.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp.goaimoat.com/mcp | Verified | 200 | |
| http (plaintext) | http://mcp.goaimoat.com/mcp | HTTPS enforced | 301 | https://mcp.goaimoat.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
audit_ai_visibility Audit Ai Visibility ~229
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.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | – | Developer API key — equivalent to license_key, for agent/API callers. |
| brand_name | string | yes | The brand/company to audit. |
| category | string | – | Product/service category (e.g. "phone case", "DTC fashion"). |
| 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. |
Structured output declared, but exposes no named fields.
No examples provided.
check_license Check License ~35
Check whether a Gumroad license key is valid for unlimited audits.
| Name | Type | Req | Description |
|---|---|---|---|
| license_key | string | yes | The license key received after purchase. |
Structured output declared, but exposes no named fields.
No examples provided.
get_category_leaders Get Category Leaders ~103
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.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Product category slug (e.g. "connector", "phone_case"). |
Structured output declared, but exposes no named fields.
No examples provided.
get_checklist Get Checklist ~28
Return the full 30-point AI visibility checklist (5 categories × 6 checks). Free.
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
get_fix_priority Get Fix Priority ~48
Turn a 0-30 visibility score into a tier and prioritized fix plan. Free.
| Name | Type | Req | Description |
|---|---|---|---|
| score | integer | yes | The total score (0-30) from the 30-point checklist. |
Structured output declared, but exposes no named fields.
No examples provided.
get_usage Get Usage ~51
Report the caller's API usage volume (total audits, last called, recent brands).
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | – | Your developer API key / license key. If empty, reports the anonymous/free-trial usage. |
Structured output declared, but exposes no named fields.
No examples provided.
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.