Delta Medical Labs is now cited on 5,570 pages by AI engines. The engagement started in March 2026 and is still running. Across the four engines Semrush tracks the split is 3,600 Google AI Overview, 1,800 AI Mode, 130 ChatGPT and 40 Gemini. That is a very different shape from the one most agencies describe when they sell an AI visibility retainer. Alongside that, the lab ranks 159,200 organic keywords and holds 1,186 of them at position one in Saudi Arabia. Nothing here is estimated. Every figure comes from the client’s own Semrush account and their live Google.com.sa tracking dashboard, read in July 2026.
📌 Key Takeaways
- Delta Labs is cited on 5,570 pages across four AI engines, measured in July 2026
- Arabic-language GEO requires unique entity disambiguation and Arabic Schema strategies
- Arabic medical queries still carry a thin AI citation baseline, and that is where the room is
- Semrush scored Delta 18 on AI Visibility in July 2026, above every private lab it tracks in the market
Delta Labs: The Verified Numbers
Client Snapshot
- Client: Delta Medical Laboratories
- Industry: Medical Diagnostic Laboratories
- Market: Kingdom of Saudi Arabia
- Engagement start: March 2026
- Measurement window: March 2026 to July 2026
- Services delivered by VOCTOS: AI Search Optimization, GEO, AEO, Arabic content production, technical SEO
The Challenge Before VOCTOS
Delta had a strong offline reputation and almost no presence in the generative layer. The category is the hard version of this problem. Arabic medical queries sit in a YMYL health vertical where engines are deliberately conservative about who they quote, and the SERP was already held by large regional health portals with a decade of accumulated authority.
We do not hold a clean pre-engagement citation count, and that matters enough that we are saying it here rather than burying it in a footnote. This page reports where the account stands in July 2026, not a before and after.
📊 Semrush AI Visibility, Saudi Lab Market, July 2026
Source: Semrush AI Visibility Index, Saudi Arabia, July 2026. Wareed also scores 14, and the score is Semrush’s measure, not ours.
of Delta’s 5,570 AI-cited pages sit in Google AI Overview, with 1,800 in AI Mode, 130 in ChatGPT and 40 in Gemini. If your AI visibility plan is built around chat assistants, this is the split you should be arguing with. Google is where the volume is.
📊 Delta Medical Labs: AI Citations by Engine, July 2026
Source: Semrush AI citation report, July 2026. The four engines sum to 5,570 cited pages.
📊 Delta Labs: where the account stands, July 2026
Pages cited by AI engines: 5,570 Organic keywords ranked: 159,200 Monthly organic visits: 1M+ Keywords at #1 in Saudi Arabia: 1,186 Tracked sample on Google.com.sa: 326 keywords, 197 at #1Source: Semrush and the client’s live Google.com.sa tracking dashboard, July 2026
🗓 What We Actually Did, In Order
The VOCTOS Strategy
We ran three workstreams at once, not in sequence. The first mapped every test, panel and clinical question onto its own entity-rich page, so an engine parsing the site never has to guess what Delta offers. The second was Arabic content production run through our Answer Engine Optimization framework, opening each piece with a direct answer before adding clinical depth.
The third layered Generative Engine Optimization work on entity signals, structured data and citation authority across regional health publications, and none of the three works alone. We also cannot tell you which one moved the citation count, because we did not run them separately. We would rather say that than hand you a false attribution.
🏆 Delta Medical Labs: the account in July 2026
| Metric | What it measures | July 2026 |
|---|---|---|
| Pages cited by AI engines | AI Overview, AI Mode, ChatGPT and Gemini combined | 5,570 |
| Google AI Overview citations | Subset of the 5,570 total | 3,600 |
| Organic keywords ranked | Whole ranked set, all markets | 159,200 |
| Keywords at #1 in Saudi Arabia | Whole ranked set, Google KSA | 1,186 |
| Tracked keyword sample | Monitored monthly on Google.com.sa | 326 keywords, 197 at #1, 240 in the top three |
| Monthly organic visits | From a standing start in March 2026 | 1M+ |
| Semrush AI Visibility score | Saudi MoH 22, Al Borg 14, Wareed 14, Alfa Lab 0 | 18 |
The Results, Verified
These figures come from the client’s Semrush account and their live Google.com.sa tracking dashboard, read in July 2026. Two things they do not show. We hold no clean pre-engagement citation baseline, so nothing on this page is a before and after, and any agency presenting you one for an account like this is reconstructing it.
We also cannot separate the Arabic content work from the schema work, because both shipped inside the same quarter.
- Pages cited by AI engines: 5,570 in July 2026, split 3,600 Google AI Overview, 1,800 AI Mode, 130 ChatGPT and 40 Gemini
- Organic keywords ranked: 159,200 across the whole ranked set, all markets
- Monthly organic visits: over 1 million, from a standing start in March 2026
- Position one in Saudi Arabia: 1,186 keywords across the full ranked set on Google KSA
- Tracked sample: 326 keywords monitored monthly on Google.com.sa, 197 of them at position one
- Top three, tracked sample: 240
- Semrush AI Visibility, July 2026: 18, against Al Borg Diagnostics 14, Wareed 14 and Alfa Lab 0. The Saudi Ministry of Health scores higher at 22, and we would rather you saw that here than find it yourself in a chart we had quietly cropped to hide it. We did not win the market, we won the private half of it.
Which Arabic Queries Delta Is Built Around
Delta is cited by AI engines on 5,570 pages. The Arabic commercial queries below sit inside the tracked Google.com.sa sample, and they are the query set the account was built against. It is not a claim that every one of them returns Delta in every engine on every run, because AI answers move between runs.
- مختبرات في السعودية (Laboratories in Saudi Arabia)
- أفضل مختبر في الرياض (Best laboratory in Riyadh)
- تحليل RBC (RBC test)
- فحص الحمل (Pregnancy test)
- فحص الزواج (Marriage screening)
Each query maps to a content asset on the Delta Labs blog that we built against the GEO and AEO playbook. AI answers are not stable between runs, so treat this as the query set we optimised for rather than as a guaranteed output. Nothing here is a guarantee.
Google Keywords Performance
Delta holds 1,186 keywords at position one in Saudi Arabia, out of a full ranked set of 159,200. On the smaller sample tracked monthly on Google.com.sa, 197 of 326 keywords sit at position one and 240 sit in the top three. Both numbers are correct and they measure different things.
The tracked sample is the one you can audit, and the total is the one that shows scale.
What We Will Not Claim
We do not have a client quote cleared for publication on this engagement, so there is not one on this page. We also hold no booking or revenue figures we can source, and we are not going to estimate them for you. An estimated conversion number is the easiest thing in this industry to write and the hardest thing to defend. Everything verified here is a visibility number: citations, keywords, and organic visits.
VOCTOS editorial note
Why the VOCTOS Framework Worked for Delta Labs
Medical diagnostics is a category where AI engines are conservative by design, because a wrong answer about a blood test is a different class of error from a wrong answer about a restaurant. They reward clinically accurate language, clear entity definitions, and citation patterns they can verify against a third party.
We built the blog as an answer-first knowledge base, applied MedicalOrganization and FAQPage schema systematically, and kept Arabic and English in step rather than sequential. Consistency is the whole trick. For how the same method applies to other Gulf and Egyptian brands, read the AI Search Optimization pillar guide and how to get your brand cited by ChatGPT.
The change that mattered most was writing Arabic first rather than translating into it. Saudi patients ask these questions in Arabic, and a translated page rarely matches the phrasing an engine is looking for when it picks a passage to quote. We cannot tell you how much of the 5,570 citations that decision is responsible for. It was the first thing we changed, and the ranked set in Saudi Arabia grew from there.
The useful part of this engagement is not the size of the citation count. It is the split. Google’s own generative surfaces, AI Overview and AI Mode, carry 5,400 of the 5,570 cited pages that Semrush recorded in July 2026, while ChatGPT and Gemini together carry 170. Anyone selling you an Arabic ChatGPT strategy in this market is aiming at 3 percent of the problem, so look at the ratio before you sign anything.
Frequently Asked Questions
We keep hearing about ChatGPT. Is that actually where the citations are?
Not in this market. Of Delta’s 5,570 AI-cited pages in July 2026, 3,600 sit in Google AI Overview and 1,800 in Google AI Mode. ChatGPT accounts for 130 and Gemini for 40. Optimising only for the chat assistants would miss 97 percent of where Delta is actually being quoted.
What did the numbers actually move to?
As of July 2026: 5,570 pages cited by AI engines, 159,200 organic keywords ranked, over 1 million monthly organic visits, and 1,186 keywords at position one in Saudi Arabia. Semrush scored Delta 18 on AI Visibility that month, against 14 for Al Borg Diagnostics and 14 for Wareed. Check it against your own Semrush seat.
How do I know this is not just a big brand that would have ranked anyway?
You do not, from one case study, and we are not going to argue otherwise. Delta built its ranked set from a standing start in March 2026. The method is written out above in enough detail that a competent stranger could check it against your own site. Before any money changes hands we run a free AI visibility audit on your domain. You judge your numbers, not ours.
Which AI engines does VOCTOS optimize for?
ChatGPT, Google AI Overview, Google AI Mode, Gemini and Perplexity. We report citation counts per engine, because they do not move together. On Delta, Google’s surfaces carried 5,400 of 5,570 cited pages in July 2026.
See where your brand sits inside AI answers
If your lab, clinic or healthcare brand does not appear in Google AI Overview, AI Mode or ChatGPT, patients are being handed to whoever did the work first. We will not promise you Delta’s numbers, and any agency that does is guessing.
What we will do is show you your current citation count per engine, and what it would take to move it. Start with your own numbers. Check my AI visibility.
