AI Visibility Scorecard
caseinterviewhq.com · Travel & Hospitality
Borderline visible. AI bots can crawl Case Interview, 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 5 times
Meta AI · Claude · Perplexity · ShapBot
#143,673 of 457,213 in Travel & Hospitality for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Case Interview HQ | Land a job at McKinsey, Bain or BCG." That is how Case Interview introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Fair
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.
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.
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 4/10, Case Interview is crawlable but under-signaled - fixable, and the signals above are where to start.
How many fail the PST?
We estimate that off all candidates invited to take the McKinsey PST, roughly 66% fails to make the cut. That might seem like a huge amount, but remember that only 10% of candidates are selected after every round of case interviews. With more than 200.000 applications a year, you are certainly not alone if you fail to get a job at McKinsey.
What if I do fail the McKinsey PST?
If you fail the PST, even after preparing for it fully, you will have to wait at least year to apply again. Whatever you do during that year, you should exhibit leadership and strive to excel at what you do. You’ll be starting over from the ground up the next time you apply, so they will take into account what you did during this year.
How does the Case Study Interview work?
Once you’ve made it to the case interview rounds, you can already count yourself as one of the happy few.
How can I ace the case study interview?
When you want to make it to the next round and make sure you get an offer at the end of the process, you’ll have to make sure you practice the skills relevant for consulting. You’ll have to show that your case interview success is repeatable, and that you did not guess the right answer or worked purely from a gut feeling.
Where can you download the McKinsey PST?
You can download the official practice cases from the McKinsey website. The exact page for downloading all material is right here.
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The exact fixes for Case Interview
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caseinterviewhq
Cite this score: Engagemii (2026). "AEO Score for Case Interview." Retrieved from https://engagemii.com/aeo/brands/caseinterviewhq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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