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AI Visibility Scorecard

Product Management Exercises

Product Management Exercises

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productmanagementexercises.com · professional training & coaching

Somewhat visible. AI bots can read Product Management Exercises, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#100,129 of 2,807,729 in Technology for AI visibility

6.5

/10

AEO Score

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About Product Management Exercises

from our crawl and measurement

"Product Management Exercises helps you prepare for your product manager interviews with tons of great material provided by PM experts and its over 100,000 members." That is how Product Management Exercises introduces itself. Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2017.

Industry · professional training & coaching
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 2017

The 6 signals AI reads

Higher is better · 0-10

Structured Data

9

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

AI Discoverability

10

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6.5/10, Product Management Exercises has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Why should I sign up for Product Management Exercises?

Product Management Exercises has been designed for the unique needs of Product Managers (experienced and aspiring) preparing for PM interviews. The platform is created by Bijan Shahrokhi, based on his +20,000 hours of experience as a Product Manager. Bijan's last job was Head of Product at a tech company in San Francisco. He has interviewed many PM candidates and is well familiar with the criteria of a good PM.

I'm worried about my privacy. Can I hide my real identity on the site?

Yes. You can create an anonymous username (e.g. pm3493). You don't have to have a Linkedin profile or a picture to use Product Management Exercises. It's optional.

I am new to product management. Can I still benefit from this?

Yes. There is a lot of learning material for both aspiring product managers and experienced product managers.

What makes PM Exercises different from other sites?

PM Exercises is run by an experienced technology product manager with over 10 years of practical experience working in tech startups and large companies. We have the largest list of product manager interview questions with answers mainly because we have been around for a few years. PM Exercises has a lot of unique features that are specific to the PM community. Examples are mock interviews, the ability to follow other product managers and be notified of their answers to PM interview questions in the community, direct messaging other members, and many more.

What are your free and paid services?

The free account gains access to 30+ questions. Free accounts enjoy 2 hours of prep course material which includes interview guides and tips for Product Sense and Execution questions. Premium members pay a minimum of $12 per month to gain access to over 3,000 questions, a comprehensive prep course taught by Bijan Shahrokhi, an experienced product leader, and access to a weekly group QA with an expert PM. We also offer private coaching services with expert PMs who will help you prepare for your PM job interviews. You can learn more about our pricing packages at https://www.productmanagementexer

Are the interview questions posted on this website real interview questions?

Yes. Each interview question posted on the website is carefully vetted and approved by PM Exercises. Any made-up interview questions are removed. You can view our full library of vetted interview questions here: https://www.productmanagementexercises.com/interview-questions.

Can I use PM Exercises to help me prepare for interviewing at companies other than Google, Meta (Facebook), and other big tech firms?

Absolutely. The interview process for a technology based product role is more or less the same at almost any company that follows best practices in their product development process. Even startups and large non-tech corporations such as banks have started following similar interview processes and formats - although their interview process will likely not be as intense as that of a big tech company. Think of it this way. If you prepare yourself to do well in a PM job interview at a top tech company such as Google or Meta (Facebook), you will most likely do well in a PM job interview at any comp

How long will it take me to prepare for product manager job interviews?

It really depends on your experience and availability over the next few days. For someone with less familiarity with PM interview frameworks, expect that it takes 4 to 6 weeks of 1 to 3 hours daily practice to become well prepared for a PM job interview. It just takes a lot of practice. PM Exercises provides you with the learning material you would need to prepare for your interview.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Product Management Exercises." Retrieved from https://engagemii.com/aeo/brands/productmanagementexercises

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

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