53
Score
Grade: D·Apr 20, 2026

AI-led revenue acceleration platform for enterprises

https://crayondata.com/

AI summary
# AEO Analysis Crayon Data is an enterprise AI platform that helps companies move AI projects from pilots into production-scale systems using pre-built agents, services, and ecosystem tools. The biggest AEO weakness is that the page lacks substantive, fact-rich content sections that LLMs can confidently cite—it relies heavily on marketing claims and vague benefits (like "7% increase in customer spends") without supporting data, methodology, case study details, or third-party validation that would make the content quotable and attributable for AI-generated responses.

Live AI Citation Test

Real prompts run against Claude. Is AI-led revenue acceleration platform being cited?

20
Visibility
40%
Share of Voice
PromptClaude
"What is AI-led revenue acceleration platform?"
"Best alternatives to AI-led revenue acceleration platform"
"Is AI-led revenue acceleration platform worth it?"
"How can I increase enterprise sales revenue faster?"
"Best tools to accelerate B2B sales growth"
Cited (domain mentioned) Mentioned (brand only) Absent

AEO Content

7 signals52/100
Direct-Answer Block
80/100

Good: first paragraph is 66 words — close to the ideal 40–100 word direct-answer block.

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+1.6 pts
FAQPage Schema
20/100

No FAQPage schema found.

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+6.4 pts
Heading Hierarchy
85/100

Good structure: 1 H1, 9 H2s, 41 H3s.

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+0.7 pts
Question-Format Headings
25/100

0 of 50 headings are in question form (0%). — LLMs rarely cite pages with no question-format headings.

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+3.6 pts
Structured Data Coverage
10/100

No JSON-LD structured data found.

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+4.3 pts
Citation-Worthy Facts
90/100

Found 32 specific facts (numbers, dollar amounts, years, percentages) across 1066 words.

Content Depth
55/100

Page is 1066 words across 9 subsections.

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+2.2 pts

AI Bot Access

4 signals80/100
GPTBot (OpenAI)
100/100

No robots.txt found — all bots allowed by default.

ClaudeBot (Anthropic)
100/100

No robots.txt found — all bots allowed by default.

PerplexityBot
100/100

No robots.txt found — all bots allowed by default.

llms.txt File
20/100

No /llms.txt file found.

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+4 pts

Schema Completeness

4 signals24/100
Organization Schema
15/100

No Organization schema detected.

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+4.3 pts
Article/BlogPosting Schema
25/100

No Article/BlogPosting schema detected.

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+3.8 pts
Breadcrumb Schema
30/100

No BreadcrumbList schema detected.

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+3.5 pts
Author/Person Schema (E-E-A-T)
25/100

No author attribution detected.

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+3.8 pts

Technical Foundation

5 signals56/100
Title Length
95/100

Title is 52 characters: "AI-led revenue acceleration platform for enterprises"

Meta Description
45/100

Meta description is 52 characters.

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+2.2 pts
Open Graph Tags
0/100

0 of 3 core Open Graph tags (og:title, og:description, og:image) present.

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+4 pts
Canonical URL
40/100

No canonical <link> tag found.

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+2.4 pts
Mobile Viewport
100/100

Responsive viewport meta tag present.

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