AI search analytics for education and training providers
See how AI answers describe your education or training business.
Check subject coverage, entry requirements and how people apply. Keep qualifications and course outcomes tied to evidence.
Suggested prompts are not measured search demand.
Education and training
Who offers maths tutoring locally?
Which nurseries publish their age ranges?
Which schools publish their curriculum information?
Who provides first-line management training?
Which driving schools offer beginner lessons locally?
Carqo wrote these as illustrations. They are not recorded AI answers, real customer questions or measured search demand.
Business type
Tutors and tutoring companies
Review subjects, teaching formats and the information learners need before an enquiry.
Keep teaching scope precise.
Do not let a lesson description become a promise about results.
Example questions
- Who offers maths tutoring locally?
- Which tutors teach online?
- Where can I find a tutor’s subject and level information?
Facts to check
- Subjects and levels
- Name the subjects, levels and exam boards you teach.
- Lesson formats
- Distinguish in-person, online, individual and group lessons.
- Enquiry process
- Explain the first enquiry and the information needed.
Business type
Nurseries and early years settings
Check age ranges, opening hours and the route to arranging a visit.
Keep availability in the enquiry process.
An AI answer cannot confirm a place or a child’s individual arrangements.
Example questions
- Which nurseries publish their age ranges?
- Where can I arrange a nursery visit?
- Which settings explain their session options?
Facts to check
- Age ranges
- Use the published age range and keep it separate from place availability.
- Session options
- Explain the session formats and hours.
- Visit arrangements
- Give the current route to discuss a visit or an application.
Business type
Independent schools
Review curriculum descriptions, admissions stages and practical visiting information.
Separate information from an offer.
An AI description cannot confirm admission, support arrangements or an individual outcome.
Example questions
- Which schools publish their curriculum information?
- Where can I find a school’s admissions process?
- Which schools offer open-day information?
Facts to check
- Curriculum
- Use the school’s current description of subjects and learning stages.
- Admissions process
- Keep application steps and entry dates tied to the intake.
- Visit information
- Link to the current open-day arrangements rather than a past event.
Business type
Training providers
Check course content, delivery format and entry requirements against current course pages.
Check the qualification statement.
Keep completion, assessment and accreditation distinct. Only describe a credential where your records support the exact wording.
Example questions
- Who provides first-line management training?
- Which courses offer online learning?
- Where can I find a course’s entry requirements?
Facts to check
- Course content
- Describe the topics and practical work in the course.
- Delivery format
- Distinguish live sessions, self-paced materials and in-person requirements.
- Entry requirements
- State the published prerequisites without inferring that an individual qualifies.
Business type
Driving schools
Review lesson types, instructor coverage and how a learner begins an enquiry.
Keep availability and outcomes separate.
An AI answer should not imply lesson availability or a particular test result.
Example questions
- Which driving schools offer beginner lessons locally?
- Who offers intensive driving courses in this area?
- Which schools explain their instructor coverage?
Facts to check
- Lesson types
- Distinguish lesson formats, transmission options and courses.
- Instructor coverage
- Name the places your instructors serve.
- Enquiry process
- Explain how a learner enquires about lessons without implying a test outcome.
Your first review
Keep the question, answer and source together.
Start with an example above and adapt it to your own services and location. Compare the answer with the facts your business can confirm.
A mention names your business. A citation links to a source. Neither establishes a website visit, enquiry or sale.
Visit figures require connected analytics. Without a connection, the figure is not connected rather than zero.
How Carqo works
You connect your website, review what AI search says and receive drafts for your next steps.
Carqo checks the facts
Facts are checked against their source where Carqo holds one. Conflicts and out-of-date facts are flagged to you.
Carqo shows where AI search mentions you
It follows your customer prompts and shows what the answers said about your business.
You decide what to do with each draft
A person on your side reviews each draft and decides whether to use it.
Before you begin
Common questions
Can Carqo confirm a qualification or outcome?
No. Confirm accreditation and any outcome claim against the relevant records. A public page review is not an accreditation check.
Does this page confirm an industry integration?
No. These are examples of reviewing public business information. An industry page does not establish a connection to your booking or operational systems.
Will Carqo change my website?
Carqo agents never write to your website. Your team reviews and publishes each change through your own process.
Does a page change mean an AI answer will change?
No. AI services decide what their answers include. Review later observations without assuming that your edit caused a difference.
Can Carqo confirm a qualification or outcome?
No. Confirm accreditation and any outcome claim against the relevant records. A public page review is not an accreditation check.
Does this page confirm an industry integration?
No. These are examples of reviewing public business information. An industry page does not establish a connection to your booking or operational systems.
Will Carqo change my website?
Carqo agents never write to your website. Your team reviews and publishes each change through your own process.
Does a page change mean an AI answer will change?
No. AI services decide what their answers include. Review later observations without assuming that your edit caused a difference.
Start with your website
See what your first review finds.
The free report has its own collection method and limits. Read them before you begin.