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MarginDesk

MarginDesk

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AEO Score: 4/10

Monitoring for AI engine activity

In the Engagemii AEO index

margindesk.ai

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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. Two-thirds of websites are invisible to them. MarginDesk just got measured.

4/10 means MarginDesk is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About MarginDesk

Automate COGS tracking, price modeling, and deal desk operations. Transform your revenue operations with AI-powered margin intelligence for SaaS businesses.

Key Topics

UnitWiseAI (COGS & Price Modeling)
MarginDesk.AI (Deal Desk)
Deal Desk Automation

Details

Industry: financial services

Employees: 1-10

Founded: 2024

margindesk.ai

AI Visibility Breakdown

1

Structured Data

6

Content Structure

6

Entity Clarity

3

E-E-A-T Signals

6

Technical AEO

2

AI Discoverability

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Your full 6-category score breakdown

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Exact fixes: robots.txt, schema, llms.txt

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AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for MarginDesk: Tech & Electronics

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Source & Attribution

Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/margindesk-ai

Cite this score: Engagemii (2026). "AEO Score for MarginDesk." Retrieved from https://engagemii.com/aeo/brands/margindesk-ai

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

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