AI Visibility Scorecard
Pumpkin Careers
bwlmasterplan.com · Education
Borderline visible. AI engines can read Pumpkin Careers, but E-E-A-T Signals, Backlinks and Domain Authority are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
4
4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
0
About Pumpkin Careers
from our crawl and measurement
Pumpkin Careers describes itself simply: "Der BWL-Masterplan ist ein über achtstündiger Videokurs, der dir einen Komplett-Überblick über den optimalen Verlauf eines ambitionierten BWL-Studiums gibt." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 4.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (EducationalOrganization, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Pumpkin Careers
- Website ·
- bwlmasterplan.com
- Industry ·
- Education
- Location ·
- Leverkusen, NW
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 5, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 4/10, Pumpkin Careers is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pumpkin Careers
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Pumpkin Careers.
Source & Attribution
Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bwlmasterplan
Cite this score: Engagemii (2026). "AEO Score for Pumpkin Careers." Retrieved from https://engagemii.com/aeo/brands/bwlmasterplan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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