Beneath MarketingSeason 2Episode 6

Before they visit, they ask the AI

In short: 45.2% of Saudi internet users use AI tools. Make your branch data one asset with one owner, and test it monthly with 20 occasion questions.

Your branch data is now your first receptionist. Who owns it?

Abstract

Before a customer reaches your branch, many now ask an AI assistant first. The assistant only knows what’s published about you: your hours, menu, photos, reviews and category. This episode turns that data into one asset with one owner, and adds a monthly 20-question test.

When to come back to this episode: Before any new branch opens, so its data is published correctly from day one, then every month for the twenty-question test.

The scene: a question you never heard

Composite example, not a specific customer

Wednesday night. Noura is organising dinner for ten friends from university. This time she doesn’t post in the family group or call anyone. She opens ChatGPT and types: “Quiet restaurant in north Riyadh, outdoor seating, room for ten, open after midnight.”

She gets three names. Your branch isn’t one of them, even though you have exactly what she asked for: outdoor seating, a table for ten, open until 2 am.

In a worse version of the same night, your name does appear, but the answer says you close at 11. Those were last Ramadan’s hours, and nobody updated them.

Either way, you’ll never know. No missed call, no cancelled order, no angry review. A customer who didn’t come and left no trace.

The number: 45.2%

According to the Saudi Internet Report 2025, released by the Communications, Space and Technology Commission (CST) in July 2026, AI-tool adoption among internet users in Saudi Arabia reached 45.2%, more than double the previous year.1 Among 20–29-year-olds it reached 55.7%, and the most-used apps were ChatGPT, then Gemini, then DeepSeek.2

ChartGeneral use, not restaurant choice

Close to half of internet users use AI tools

Close to half of internet users use AI toolsInternet users in Saudi Arabia: 45.2%. Ages 20–29: 55.7%. More than double the previous year (the source gives no prior-year figure).Internet users in Saudi Arabia45.2%Ages 20–2955.7%0%25%50%75%100%More than double the previous year (the source gives noprior-year figure)

Source: CST, Saudi Internet Report 2025, July 2026; Asharq Al-Awsat, 9 August 2026.

Data as a table
Group%
Internet users in Saudi Arabia45.2%
Ages 20–2955.7%
The figure measures AI-tool use in general, not restaurant choice. No published Saudi figure exists for diners asking an assistant before choosing.

On 20 May 2025, Google brought AI Overviews to the Middle East and North Africa, and in Arabic.3 Someone searching Google in Arabic may now read the answer before they see a single link, including yours.

I want to be precise here. That number measures AI-tool use in general, not restaurant choice. I found no published Saudi figure for how many diners ask an assistant before deciding where to eat, and I won’t invent one. But when close to half of internet users use these tools, the question is no longer “do they ask it?” It’s “what does it say about you when they do?”

The image: “Ask the one who’s tried it”

There’s an old Arabic saying: ask someone who has tried it, not someone who is wise. It still holds, and your customer still lives by it. What changed is who “the one who’s tried it” is.

It’s no longer the neighbour who ate at your place last week. It’s a machine that has read what thousands of those people wrote in reviews, and has read what you published too: your hours, your menu, your photos and the category you picked for yourself on the map. Then it sums it all up in three lines.

Nobody outside these companies knows exactly how the answer is chosen. But it most likely doesn’t make up your hours. It takes them from what’s published. If that’s old, incomplete or contradictory, it repeats the old or incomplete version, or leaves you out.

So the saying still holds, but it now points the other way. The one who’d tried it used to talk about you, and you had no say in what they said. Today, half of what the new one says comes from you.

The map: where does your branch data live?

Take one branch and draw this map on paper.

DataWhere it livesWho edits it today?
Hours, including Ramadan and EidGoogle, delivery apps, website, InstagramBranch manager? Marketing? Nobody?
Menu and pricesApps, website, an old PDFWhoever uploaded it last
PhotosGoogle, apps, social accountsThe agency, or customers
Reviews and repliesGoogle, appsCustomer service, sometimes
Category and descriptionGoogle and mapsWhoever opened the account three years ago

In most groups I’ve seen, every cell in the last column holds a different name, or a question mark. The doctrine has a rule: “a metric with two owners has no owner.”4 Data works the same way. Hours that five people edit belong to no one.

The fix isn’t a new tool. It’s a management decision. Branch data is one asset, in one master file, with one named owner. Every change starts in the file and flows out to every other place, never the other way round. Ramadan and Eid hours go into the file two weeks before the season, not on the night.

Chart

Five people edit, no one owns

Five people edit, no one ownsBefore: five people edit → Google، Delivery apps، Website، Instagram; “Closes at 11” vs “open until 2 am”. After: One master file, one named owner → Google، Delivery apps، Website، Instagram → The assistant reads what’s published.BeforeBranch managerMarketingAgencyCustomer serviceNobodyGoogleDelivery appsWebsiteInstagram“Closes at 11” vs “open until 2 am”AfterOne master file,one named ownerGoogleDelivery appsWebsiteInstagramTheassistantreads what’spublishedRamadan and Eid hours in the file two weeks before theseason

Source: The episode's map; rule from the Revenue Engineering Doctrine: who owns what.

Data as a table
BeforeAfter
Who editsBranch manager, Marketing, Agency, Customer service, Nobodyone owner
PlacesGoogle, Delivery apps, Website, InstagramGoogle, Delivery apps, Website, Instagram
Source“Closes at 11” vs “open until 2 am”One master file, one named owner
Who readsThe assistant reads what’s publishedThe assistant reads what’s published
Every change starts in the file and flows out, never the other way round. “A metric with two owners has none”, and data is the same.

Where the money leaks

In the first episode of season one we named “the closed door”: an ad that brings a customer to a branch that can’t serve them.5 Wrong hours in an AI answer are a worse kind of closed door. It shuts before the customer leaves home, and it shows up in no report.

The second leak is category. If your branch is listed only as “restaurant”, and your customer asks for “mandi for twenty” or “family Friday breakfast”, you don’t exist for the occasion where you sell the most. Customers ask by occasion, not by your name.6 These are the entry points we covered in the occasions episode.7

The third leak is one I expect, and this is my reading, not published news: the day may come when an assistant does more than answer, and books or orders on the customer’s behalf. If that day comes, the assistant won’t ask whether your menu is delicious. It’ll ask whether your menu is machine-readable, your prices right and your hours accurate. A branch whose data can’t be read won’t get the order in the first place.

The Sunday question

The twenty-question test

Question“When my customer asks about my occasion, does my branch show up, and is what’s said about it true?”
MetricOnce a month: 20 Arabic questions, in your customer’s words, about your occasions, in ChatGPT, Gemini and Google’s AI Overviews. Record two things: how many of the 60 answers mention you (presence), and how many errors in hours, location or menu (accuracy).
Decision ruleAny error in hours or location: fix the source in the master file within 48 hours, and no ad riyal for that branch until it’s fixed. If your strongest competitor shows up more than you across your top five occasions for two months running: fix the category, the written menu and the photos before any campaign for that occasion.

The test is a thermometer, not a lab. Answers vary by account, location and day, so use the same device, the same wording and the same day each month. Month one is a baseline, not a verdict. And don’t trust a global figure for “what percentage discover restaurants through AI”. Your own number, after three months, beats any imported one.

SimulatorIllustrative

The twenty-question test

Twenty questions across three assistants: sixty cells. Tap each to record what was said about your branch, and see presence, errors and this month's verdict.

1. Where can I take my family for dinner after taraweeh in…

One of your top five occasions

ChatGPT
Gemini
Google AI Overviews

2. Quiet café to study near…

ChatGPT
Gemini
Google AI Overviews

3. Restaurant that delivers to… after midnight

ChatGPT
Gemini
Google AI Overviews

4. Question 4 (your occasion)

ChatGPT
Gemini
Google AI Overviews

5. Question 5 (your occasion)

ChatGPT
Gemini
Google AI Overviews
6. Question 6 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
7. Question 7 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
8. Question 8 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
9. Question 9 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
10. Question 10 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
11. Question 11 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
12. Question 12 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
13. Question 13 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
14. Question 14 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
15. Question 15 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
16. Question 16 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
17. Question 17 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
18. Question 18 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
19. Question 19 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews
20. Question 20 (in your customer's words)
ChatGPT
Gemini
Google AI Overviews

Times your strongest competitor showed up (top five occasions)

0 to 3 assistants per question

times
times
times
times
times

The month

Sixty cells: what each assistant said about your branchYou appeared in 19 of 60 answers, 2 hours/location errors and 1 menu errors. Top five occasions: you 7, the competitor 11, of 15.

Result at the default values (turn on JavaScript to move the numbers).

Presence
19 / 60
Hours or location errors
2
Menu errors
1
Top five occasions: you / competitor
7 / 11 of 15

Stop An hours or location error: fix the source in the master file within 48 hours, and no ad riyal for this branch until it's fixed.

Rule source: A rule from the episode: the Sunday-morning question

The default grid is illustrative; the first three questions come from “This week”. Nothing is stored and nothing is sent.

Data as a table
The grid
QuestionChatGPTGeminiGoogle AI Overviews
Question 1correctabsentcorrect
Question 2absentabsentcorrect
Question 3correcthours/location errorabsent
Question 4absentabsentabsent
Question 5correctcorrectabsent
Question 6absentabsentcorrect
Question 7correctabsentabsent
Question 8absentabsentabsent
Question 9correctabsentcorrect
Question 10absentmenu errorabsent
Question 11absentabsentcorrect
Question 12correctabsentabsent
Question 13absentabsentabsent
Question 14absenthours/location errorcorrect
Question 15absentabsentabsent
Question 16correctabsentabsent
Question 17absentabsentcorrect
Question 18absentabsentabsent
Question 19correctabsentabsent
Question 20absentabsentabsent
How it’s calculated
  1. Presence = cells where you were mentioned (correctly or with an error), of 60
  2. Hours/location errors and menu errors are counted separately
  3. Top five occasions: your presence in rows 1 to 5 (of 15) against the competitor’s total
  4. One hours/location error → fix within 48 hours; the competitor ahead two months → fix category, menu and photos; otherwise repeat next month
Notice: a single hours error stops every ad riyal for that branch, however good your presence is. The closed door starts in the data.

This week

  1. Write twenty questions the way your customer types them, in dialect: “where can I take my family for dinner after taraweeh in…”, “quiet café to study near…”, “restaurant that delivers to … after midnight”.
  2. Draw the map for one branch using the table above, and put a single name in the owner column.
  3. Correct every branch’s hours on Google and the apps from one file, and add the coming season’s hours.

Credit, and what’s next

The number is CST’s, and the Arabic launch is Google’s. The idea that customers enter a category through an occasion rather than a brand name comes from the Ehrenberg-Bass Institute’s research.6 My part was sitting between the three and drawing the map for a branch in Riyadh.

Which leaves one question: who in your group owns the decision to appoint that owner? If the answer is “me, but I haven’t found the time”, next episode is a letter to you.

Sources and notes

  1. Communications, Space and Technology Commission (CST), release of the Saudi Internet Report 2025 (5th edition), 19 July 2026. cst.gov.sa/en/media-center/news/N2026071901 (opens in a new tab) and dashboard: cst.gov.sa/en/knowledge-center/reports/saudi-internet-report-25-dashboard (opens in a new tab) . The figure measures AI-tool use in general, not use for choosing restaurants. The source gives no prior-year figure, only “more than double”.

  2. Asharq Al-Awsat, 9 August 2026, citing CST and SPA. english.aawsat.com/technology/5305043-saudi-arabia%E2%80%99s-use-ai-tools-surges-452-more-doubling-year (opens in a new tab)

  3. Google MENA blog, 20 May 2025. blog.google/intl/en-mena/product-updates/explore-get-answers/bringing-ai-overviews-to-mena-and-in-arabic-globally/ (opens in a new tab)

  4. Revenue Engineering Doctrine: who owns what.

  5. Beneath Marketing, Episode 0: Your customer isn’t falling down a funnel.

  6. Revenue Engineering Lexicon: category entry points; the concept comes from the Ehrenberg-Bass Institute. 12

  7. Beneath Marketing, Episode 5: Your lunch customer isn’t your late-night customer, and Lexicon: occasion segmentation.

Cite this

Code: BM S2.E6

English

Alhajj, S. (2026, September 29). Before they visit, they ask the AI. Beneath Marketing, season 2, episode 6 (BM S2.E6). seiflden.com. https://seiflden.com/insights/ask-ai-before-visit/

Arabic

الحاج، سيف الدين (29 سبتمبر 2026). «قبل ما يزورك العميل… يسأل الذكاء الاصطناعي». «تحت التسويق»، الموسم 2، الحلقة 6 (BM S2.E6). seiflden.com. https://seiflden.com/ar/insights/ask-ai-before-visit/