How do AI answers recommend your school to parents?

A question that names the kind of school, the place and one condition that settles the decision. People type it in search as "best school", then the curriculum or the language, then the city or the district. Here are examples as they are typed:

• «افضل مدرسة عالمية في الرياض» and «افضل مدرسة عالمية شرق الرياض» ("best international school in Riyadh", "... in east Riyadh")
• «افضل مدرسة بريطانية في الشارقة» ("best British school in Sharjah")
• «افضل مدرسة ثنائية اللغة بالكويت» and «افضل مدرسة خاصة بالجهراء» ("best bilingual school in Kuwait", "best private school in Jahra")
• «افضل مدرسه انترناشونال في المعادي» and «افضل مدرسة انترناشونال في الشيخ زايد» ("best international school in Maadi", "... in Sheikh Zayed")

In our measurements between 11 and 13 October 2026, we asked Perplexity and Claude 95 questions about choosing schools, nurseries and institutes in Saudi Arabia, the UAE, Kuwait and Egypt. In no country was the most-cited source a school's own website, and that source changed from one country to the next.

Engines do not say why they choose their sources, but an education authority publishes what parents look for, from an official source: a rating with its year, fee information and the school calendar. This is what we found on the three UAE authorities' sites when we read them on 17 October 2026:

• Dubai: the school directory on the Knowledge and Human Development Authority's site shows, for each school, its overall rating with the school year, its curriculum and grades, its fees fact sheet and its academic calendar.
• Abu Dhabi: the Department of Education and Knowledge rates private schools through its Irtiqaa programme on five levels, and private schools display performance plaques that combine their Irtiqaa and National Identity Mark ratings.
• Sharjah: the private school directory on the Sharjah Private Education Authority's site shows a school's evaluation result where it has one, and lets parents search by annual fee range, curriculum and grade.

Write the answer to every condition parents ask about on a page of your site, with the figure and the date. Here is a table of what they ask about and what answers it:

Yes, because school directories were the most-cited source on Saudi and Egyptian questions in our measurements. An answer that does not name your site may name your listing in a directory, and when your details there are incomplete or out of date, the engine may take them as they are.

So find your school in the directories you see linked in answers to questions about your city, ask to manage your listing where the directory allows it, and correct the curriculum, fees and district until they match your site word for word. The full method is in how do AI engines learn about you beyond your own site?

In the UAE, the "best schools" guides on property portals come first. Those pages are written by the portals themselves, so check that what they say about your school is correct, and write to them when you find a mistake, as you would to any publisher who writes about you.

Weeks before parents start asking, because the back-to-school season begins weeks before the first school day. The 2026-2027 school year started in late August 2026 in Saudi Arabia and the UAE and in September in Egypt; each country's dates and sources are in what customers ask before the return to school.

On your admissions page, write when registration opens and closes each year, update the fees for the new school year, and let search engines know the page has changed. A page carrying last year's fees gives the engine an old figure that it states with confidence, which is one of the causes of what is called an AI hallucination.

Illustrative example: ruwaq-schools.sa is a group of private schools in Jeddah. Parents in the city ask «إيش أفضل مدرسة أهلية في شمال جدة بمنهج أمريكي؟» ("what's the best private school in north Jeddah with an American curriculum?"). Its home page is photos and activities, its fees sit in a PDF attached two years ago, and the curriculum gets one line, with no grades.

The schools change four things. They write the curriculum and language of instruction on a page for each stage, publish the fees on a page dated by school year with what they include, list the transport districts and cost, and correct their details in the school directories they see linked in the answers. Then they ask the same question again a few weeks later.

We do not promise the engine will recommend them afterwards; that choice is the engine's. But their site now answers what parents ask, and their directory listings now match it.

Ask the engines the questions parents in your district ask, in their words and dialect, and note who is recommended in each answer and who is cited, and whether the link goes to your site or to your listing in a directory, because those are two different results. The manual method is in how to check whether your site leads ChatGPT and Gemini answers.

Choose the questions as parents write them, not as your brochure does: «افضل مدرسة عالمية شرق الرياض» ("best international school in east Riyadh") is not a question about academic excellence. The method is in how to choose the questions you measure, and who leads instead of you, and why, is in how to find which competitor ChatGPT recommends instead of you.

At Tasadr (تصدَّر) you set each site's country and dialect, so your school's questions are asked in your country's dialect and name your city, and we record for each answer whether your site was cited, mentioned without a link or absent, and who was cited instead. You can start with a 7-day free trial on 10 questions in ChatGPT and Gemini, with no credit card.

Six mistakes, each of which leaves the answer to a directory or another school:

• Fees only in an attached file, or "contact us" instead of a figure, so the engine takes the figure from a directory that may be out of date.
• A rating with no school year, or a rating older than the one the authority published.
• A curriculum with no name, such as "an international curriculum" instead of the curriculum's name and its grades.
• The district only on a map, with its name nowhere on the page.
• One page for everything, mixing kindergarten, primary and secondary, boys and girls, so the engine struggles to find the answer to one specific question.
• Different details in directories: another name, other fees or an old phone number, so the engine cannot tell which version to believe.

Nobody can guarantee that an engine will recommend your school. It chooses its sources afresh for every question, and it may put a directory or an official body ahead of your site whatever you write. What you control is making your page the clearest source about your school, and making your details everywhere match your site.

Our figures here come from 95 questions in four countries, on two engines, over a few days in October 2026, so do not read them as a rate for every city. The education authorities' details are taken from their sites as we read them on 17 October 2026; rating programmes and their names change, so check the authority's page before you publish.