Public competitive baseline

Coursera is holding its AI shortlist position. Now prove what is keeping it there.

A strong snapshot tells you where you stand. It does not tell you which facts and sources are protecting that position — or whether the result is fragile.

Based on 10 answers from 1 of 5 assistants, recorded by us before contacting you — nothing here came from your team. The full record behind it is complete and available to you.

Not what you expected?

Every prompt, answer and source behind this page is on record. If something here looks wrong, we will walk your team through how it was recorded — question by question.

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The question a buyer asked

“What is the best online courses provider?”

Coursera was the recommended choice in this answer.

The buyer is choosing a vendor at this point, not browsing.

vendor selection

Read the full answer the buyer would see
The "best" online course provider can vary depending on your specific needs, such as the subject matter, learning style, budget, and desired outcomes. However, here are some of the most popular and highly regarded online course providers: 1. **Coursera**: Offers courses from top universities and organizations. It provides a wide range of subjects and the option to earn certificates and degrees. 2. **edX**: Similar to Coursera, edX offers courses from prestigious universities and institutions. It also provides MicroMasters programs and professional certificates. 3. **Udemy**: A vast marketplace for courses on a wide variety of topics, often created by individual instructors. It’s known for its affordability and frequent discounts. 4. **LinkedIn Learning**: Focuses on professional development and skills training, with a strong emphasis on business, technology, and creative skills. 5. **Khan Academy**: A nonprofit organization that offers free courses primarily for K-12 students, covering subjects like math, science, and humanities. 6. **Skillshare**: Focuses on creative skills, including design, photography, and writing. It operates on a subscription model. 7. **Pluralsight**: Specializes in technology and software development courses, ideal for IT professionals and developers. 8. **FutureLearn**: Offers a variety of courses from universities and cultural institutions, with a focus on social learning and community engagement. 9. **MasterClass**: Features courses taught by renowned experts and celebrities in various fields, focusing on creative and lifestyle skills. 10. **Codecademy**: Focuses specifically on coding and programming skills, offering interactive courses in various programming languages. When choosing a provider, consider factors like course content, instructor quality, user reviews, and whether you prefer self-paced learning or structured schedules.
ChatGPT · gpt-4o-mini · 2026-08-23

Where Coursera stops moving

Across the 10 answers recorded in this baseline.

Mentioned
10
Shortlisted
10
Recommended
6
Preferred
10

AI is talking about Coursera without citing Coursera.

Every answer we recorded, and where it came from.

10
answers that describe Coursera to a buyer
0
of them cite an official Coursera source

If AI is going to explain your company to a buyer, whose version of the facts is it using?

Two more questions we recorded

Ranked by how close each sits to a purchase decision.

“Which online courses platform would you recommend for an enterprise?”

Coursera came out on top here.

When considering an online course platform for an enterprise, several factors such as scalability, user experience, integration capabilities, and support are important. Here are some recommended platforms that cater well to enterprise needs: 1. **LinkedIn Learning**: Offers a vast library of courses across various subjects, with features for tracking employee progress and integration with LinkedIn profiles. 2. **Coursera for Business**: Provides access to courses from top universities and organizations. It allows enterprises to curate learning paths and track employee engagement. 3. **Udemy for Business**: Features a large catalog of courses and allows companies to create custom learning paths. It also provides analytics to track employee progress. 4. **Skillsoft**: Focuses on corporate learning and offers a wide range of courses, including compliance training and leadership development. It also provides robust analytics and reporting tools. 5. **Pluralsight**: Ideal for tech-focused enterprises, it offers courses in software development, IT, and creative skills. It includes assessments and paths to help employees upskill effectively. 6. **Docebo**: A learning management system (LMS) that supports a variety of learning formats, including formal courses, informal learning, and social learning. It also offers strong analytics and reporting features. 7. **TalentLMS**: A flexible LMS that allows for the creation of custom courses and tracks employee progress. It’s user-friendly and integrates well with other tools. 8. **SAP Litmos**: A robust LMS that offers a wide range of courses and is particularly strong in compliance and corporate training. It also provides analytics and reporting features. 9. **EdApp**: A mobile-first LMS that focuses on microlearning and is designed for quick, on-the-go training. It includes features for gamification and learner engagement. 10. **Moodle**: An open-source LMS that can be customized extensively. It’s suitable for enterprises looking for a tailored solution but may require more technical expertise to set up and maintain. When choosing a platform, consider conducting a needs assessment to determine the specific requirements of your organization, such as the types of training needed, the number of users, and budget constraints. Additionally, many platforms offer free trials or demos, which can help you evaluate their suitability for your enterprise.
ChatGPT · 2026-08-23
“Recommended online courses providers with strong enterprise support”

Coursera came out on top here.

When looking for online course providers that offer strong enterprise support, several platforms stand out due to their robust features, scalability, and dedicated services for organizations. Here are some of the top providers: 1. **LinkedIn Learning**: - Offers a vast library of courses across various subjects. - Provides enterprise solutions with analytics, reporting, and integration with Learning Management Systems (LMS). - Strong focus on professional development and skills training. 2. **Coursera for Business**: - Partners with top universities and organizations to provide high-quality courses. - Offers customizable learning paths and enterprise-level analytics. - Supports integration with existing corporate training programs. 3. **Udemy for Business**: - Features a large catalog of courses across diverse topics. - Provides tools for tracking employee progress and engagement. - Allows organizations to create custom learning paths and curate content. 4. **Skillsoft**: - Focuses on corporate learning and offers a wide range of courses, including compliance and leadership training. - Provides robust analytics and reporting tools for tracking employee progress. - Offers a comprehensive learning experience with various formats, including videos, books, and simulations. 5. **Pluralsight**: - Specializes in technology and creative skills training. - Offers enterprise solutions with skill assessments, learning paths, and analytics. - Focuses on upskilling teams in software development, IT, and design. 6. **edX for Business**: - Offers courses from top universities and institutions. - Provides enterprise solutions with customizable learning experiences and analytics. - Focuses on professional and higher education, making it suitable for upskilling employees. 7. **TalentLMS**: - A Learning Management System that allows organizations to create and manage their own courses. - Offers features like gamification, reporting, and integration with other tools. - Suitable for companies looking to develop custom training programs. 8. **SAP Litmos**: - Provides a comprehensive LMS with a focus on corporate training. - Offers a wide range of courses and the ability to create custom content. - Strong analytics and reporting capabilities for tracking learner progress. 9. **Khan Academy**: - While primarily focused on K-12 education, it offers a wealth of resources that can be beneficial for corporate training. - Provides free access to a wide range of subjects, which can be useful for foundational training. 10. **Google Cloud Training**: - Offers specialized training for cloud technologies and services. - Provides enterprise-level support and resources for organizations looking to upskill their teams in cloud computing. When selecting an online course provider for enterprise support, consider factors such as the specific training needs of your organization, the types of courses offered, integration capabilities, and the level of customer support provided.
ChatGPT · 2026-08-23

Your platform measures the outcome.
We work on what produces it.

You already know where you stand. What measurement does not show is what the answer was assembled from.

Measure

  • Visibility
  • Mentions
  • Competitor position
  • Trends

What we work on

  • Which facts about you an assistant can find
  • Whether they come from a source it will use
  • Where your own version is missing from the answer
  • How that changes across the questions that matter

What decides the answer

Nobody tells an assistant which sources to trust. It decides that on every single answer — and the only thing you control is what it finds about you when it looks.

What it reads

Third-party write-ups, retailer pages, forums, review sites — 10 of the 10 answers we recorded were built this way.

What it doesn’t

Your own published facts. Across this baseline, an official Coursera source was cited 0 times.

What that means

The version of Coursera a buyer hears is assembled from other people’s descriptions of you, not from yours.

This is the part your monitoring platform reports on but does not reach. We work on the layer underneath it: which facts about Coursera are available to an assistant, in what form, from a source it will actually use.

What you actually get

Not a report and not a dashboard of scores. A maintained layer of facts about Coursera that an assistant can find, plus the record of what it does with them.

/fact-center

Facts, with their state

Product line & categories verified
Certifications held verified
Positioning vs alternatives needs review
Pricing & availability not published

Each fact carries its source and the date it was confirmed.

/company/coursera

Machine-readable profile

.jsonld.yaml .md.txt .html
Structured factslive
Verification statelive
Recent changeslive

The form an assistant can actually read and cite.

/monitoring

What the answers do next

“What is the best online courses provider?…” tracked
ChatGPT10
10answers on record
0 cite you today

So: software, not a report. The record you see on this page is the starting point. What you run afterwards is a maintained fact layer for Coursera and continuous monitoring of what assistants do with it.

456 / 1,501

company domains we scanned already publish a machine-readable fact layer or explicit rules for AI systems

Measuring and managing are two different jobs

Measuring tells you the score. It does not change what the score is calculated from. Both matter — and only one of them is something you can act on.

Coursera already publishes a fact layer. The question is whether it says what you would want it to say.

What your team takes into a budget review

01

The answers themselves

Quotable, each with its date and the assistant that produced it.

02

The source gap

10 answers describe Coursera; 0 of them cite Coursera.

03

Where the brand stops moving

Mentioned 10 → recommended 6 → preferred 10.

04

What is actually controllable

Which facts about Coursera an assistant can reach, and which it cannot.

Every line above traces back to a recorded answer with a timestamp and a provider — which is what holds up in a review, unlike a score whose method nobody can see.

The uncomfortable part

You already have the score. If a competitor keeps winning the same commercial questions:

If the answer is no, that is a reporting system, not a growth system.

Fix what assistants say about you

Every prompt, every answer in full, every source behind it, broken down by assistant. It is a record about Coursera, so we release it to a verified coursera.org address rather than publishing it.

Fix this →

The record stays with your team. Keep Profound, Scrunch, Peec, Semrush or whatever you use now — this works on the layer underneath what they measure, and does not replace them.

Who sees this record

Released to a verified coursera.org address only. Not indexed, not published, not shared with third parties.

Built for regulated work

We already run this method for FDA- and FCC-regulated manufacturers, where a claim about a product has to survive scrutiny.

Every claim is traceable

Each statement links to the answer it came from, with the provider and the timestamp. Nothing here is a modelled estimate.

Assistants in this baseline

ChatGPT10 answers recorded
ClaudeNot included in this run
GeminiNot included in this run
PerplexityNot included in this run
GrokNot included in this run

Running your own prompt set covers all 5 — request full coverage.

We maintain the layer of verified company facts that AI assistants read, and we track what they say afterwards.

Where we are

AuthorityPrompt is now in ChatGPT and Codex

Security

  • SOC 2
  • SSO for team accounts
  • Data encrypted in transit and at rest

Your record

  • Released to verified company domains only
  • Never indexed or resold
  • Deleted on request
How this was measured
Buying questions10
Answers recorded10
Requests attempted50
Assistants that answeredChatGPT
Recorded2026-08-23 14:22 UTC

Every answer is reproduced as the assistant returned it at the time shown, with the classification shown next to the answer it came from — so your team can check it line by line, and quote it where a number without a method would not hold up. Each answer carries the assistant, the date and the sources it drew on, so a business case can be built on the record rather than on an estimate.

Independent AuthorityPrompt profile based on publicly available sources. This company has not claimed or verified this profile and is not an AuthorityPrompt customer.