witmate.com redirects to mcplet.ai. This page describes the site that domain now serves; the primary profile lives at mcplet.ai.
AI visibility score
4.9/ 10Fair

▼ 0.1 since Jul 2026

#1,075,905 of 2,707,519 in Technology

As of 2026-08-08 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

MCPlet

MCPlet

Unclaimed

witmate.com · Technology

Borderline visible. AI bots can crawl MCPlet, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 9 times

Meta AI · Claude

#1,075,905 of 2,707,519 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.9/10

45

Muse Index Score

i

AI agent readiness

Transactable · 45/100

13

AI Adoption

i

Basic · 13/100

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About MCPlet

from our crawl and measurement

"MCPlet is a code-first convention profile on top of MCP and MCP Apps. It defines constrained, single-intent capability units with explicit visibility, authentication, and safety boundaries." That is how MCPlet introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication) and a readable heading structure. It is missing an llms.txt file and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, MCPlet is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What is MCPlet?

MCPlet is a constrained, single-intent capability unit built on Model Context Protocol. Each MCPlet packages one business intent, explicit safety boundaries, and optional UI so hosts can expose AI tools in a predictable, reviewable, and secure way. ◈ Single Intent Each MCPlet represents exactly one business intent. No ambiguity, no complexity—just focused, purposeful capability.

What are the three MCPlet types?

MCPlet classifies tools as read, prepare, or action. Read tools are safe and idempotent, prepare tools stage or validate inputs before commitment, and action tools cause side effects and therefore require stronger confirmation and enforcement. read Query & Search Safe, idempotent operations for data retrieval with no side effects.

How does MCPlet handle authentication?

Protected MCPlets declare authentication in code-first `_meta.auth` metadata. For model-visible actions, the host intercepts the call, obtains a Passkey assertion, and the backend verifies it before the business action runs.

How does MCPlet architecture work?

MCPlet sits between an AI-capable host and an MCP server. The host manages state, policy, and orchestration, while each MCPlet keeps one intent, explicit metadata, and a clear execution path for UI or agent-driven flows.

What design principles define MCPlet?

MCPlet is designed to make AI operations predictable: one intent per unit, stateless execution, explicit visibility, progressive enhancement, and security controls that keep side effects reviewable. 01 Single Intent Each MCPlet does one thing well. No Swiss Army knives—just focused, purposeful capability.

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Picked for MCPlet: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/witmate

Cite this score: Engagemii (2026). "AEO Score for MCPlet." Retrieved from https://engagemii.com/aeo/brands/witmate

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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