When a decision-maker in Riyadh asks ChatGPT "which company should I use for X," or asks Gemini and Perplexity to shortlist suppliers for a Vision 2030 project, the businesses those engines name win the conversation before a single proposal is sent. A generative engine optimization (GEO) agency makes your business one of those named answers. Generative Engine Agency is a Riyadh-focused GEO agency: we measure how often AI engines mention and cite your brand for the questions your customers actually ask — in both Arabic and English — fix the gaps that keep you out of those answers, and report the change as share of voice against your competitors.
The problem Riyadh businesses are facing
A growing share of buyers in the capital now research with an AI assistant before — or instead of — a Google search. If the assistant names two competitors and not you, you never enter the shortlist, and you never see the lost opportunity in your analytics because there was no click to track. In a market where procurement teams, corporate clients and government-adjacent programmes increasingly use AI to scan options, this is a quiet, compounding problem: whichever brand becomes the default AI answer in a category tends to keep that position, because the signals that earn a citation — clear content, consistent entity information, and a broad footprint of trusted mentions — also reinforce it over time. Most Riyadh agencies still sell only traditional, link-based SEO and have no process for measuring or improving AI visibility, which is precisely why the opening here is so wide.
What GEO is (and how it differs from SEO)
Traditional SEO tries to rank a page in Google's list of blue links. GEO targets the layer underneath modern AI answers: how large language models (LLMs) retrieve, select and cite sources. Engines such as ChatGPT (OpenAI), Gemini and Google AI Overviews, Perplexity, Copilot (Microsoft) and Claude (Anthropic) assemble an answer by pulling candidate sources — through retrieval-augmented generation, web indexes and their own crawlers — then naming the ones that are clearest, most specific and most corroborated. GEO is the work of making your business easy to retrieve, easy to quote, and consistently referenced across the web. It overlaps with SEO (clean, crawlable, useful content still matters) but adds entity consistency, citable structure, and a measurement model built around brand mentions rather than keyword positions. In Riyadh it adds one more dimension most providers ignore entirely: doing all of this in Arabic as well as English.
How AI engines decide who to cite — and how we win it
There is no secret file or schema that forces an engine to recommend you; Google itself states no special markup is required for its AI features. What consistently helps, in our experience and in line with published search guidance, is a set of signals we work through methodically. Entity clarity: the engine must understand exactly what your business is, where in the Kingdom it operates, and what it offers — so we make that information consistent across your site and legitimate third-party profiles, in both languages. Extractable answers: content that states the answer directly, in plain Arabic and plain English, with the specifics (numbers, options, criteria) an engine can lift. Citation breadth: being referenced across many trusted sources — reviews, reputable directories, industry and regional publications, relevant community threads — because engines weigh breadth of mention heavily. Corroboration and freshness: the same facts repeating across sources, kept current. Crawlability: making sure AI crawlers such as GPTBot, Google-Extended and PerplexityBot can access your content. None of these guarantee a citation; together they materially improve the odds, and — just as importantly — they are measurable.
Our method
We run a defined, repeatable process rather than a vague "AI-friendly content" promise. 1) Baseline audit — we test 20–30 real buyer prompts across ChatGPT, Gemini and Perplexity, in Arabic and English, and record where competitors are cited and you are absent, producing a starting share-of-voice score. 2) Diagnosis — we identify the specific gaps: missing or unclear entity information, non-extractable content, a thin citation footprint, crawl blocks, or inaccurate facts the engines are repeating about you. 3) Build — we restructure key content into citable answers, align structured data with the visible page, correct entity inconsistencies, and plan the Arabic and English third-party citations worth earning. 4) Measure and iterate — we re-run the same prompt set monthly and report the movement, so every month ends with a number, not an opinion.
What you receive (deliverables)
- An AI Visibility Audit report: prompt-by-prompt results in both languages, your baseline mention and citation rates, competitor share of voice, and the source types the engines are relying on.
- A prioritised fix list tied to real pages and signals.
- Implemented content, structured-data and entity corrections (in Build engagements).
- A monthly AI Visibility report with trends, new and lost citations, accuracy and sentiment changes, and next-month actions.
Why Generative Engine Agency (differentiation)
We compete on method and evidence, not adjectives. We optimise for both Arabic and English queries — which almost every global GEO provider skips in this market, leaving Arabic answers uncontested — we publish our measurement methodology openly, and our reporting is a transparent share-of-voice number you can audit, not a dashboard of vanity metrics. We will also tell you when GEO is not the right spend yet.
Riyadh market context
(Labelled observation — validate against current data before citing as fact.) Riyadh appears to combine unusually large marketing and digital-transformation budgets with very little GEO competition: the Vision 2030 programme has pushed heavy investment into technology, finance, real estate and giga-projects, the buying audience is actively bilingual, and AI assistants are in daily use. Our read is that AI-answer visibility is still almost entirely uncontested here because local providers haven't built a process for it, and because so few optimise for Arabic. We serve Riyadh businesses remotely and on-site as needed; we do not claim a local office, government affiliation, or a local client track record we do not have.
Industries & areas we serve in Riyadh
Banking & finance · real estate & construction · government-adjacent and Vision 2030 project suppliers · private healthcare & clinics · retail & e-commerce · hospitality · professional and financial services. Coverage across the King Abdullah Financial District (KAFD), Olaya, Al Malaz, the Diplomatic Quarter, King Fahd Road, Al Nakheel and Granada.
Pricing (SAR — transparent, confirm before publishing)
| Service | Scope | Price (SAR) |
|---|---|---|
| AI Visibility Audit | 20–30 prompts (AR+EN), baseline SOV, fix list | SAR 1,500–3,500 |
| GEO Build Sprint | Content, schema, entity fixes, citations | SAR 7,000–20,000 |
| Monthly Retainer | Tracking, content, placements, reporting | SAR 5,000–20,000/mo |
| Final scope follows your audit. What moves the price: number of target prompts, languages (Arabic coverage adds work), content volume, and competition. |
How we measure success
Share of voice (how often AI names you vs competitors across your fixed prompt set, by language), mention rate, citation rate, citation-source distribution, and — joined to Search Console and analytics — organic sessions and qualified leads to the relevant pages. We report limitations honestly: LLM answers vary by run, user and location, so we test repeatedly and report with dates.
Risks & limitations (so you can decide clearly)
GEO is newer and less predictable than mature SEO. We cannot guarantee that any engine will recommend your business; we improve and measure the inputs that make it more likely. Results depend on your starting authority, competition, and how quickly agreed content and access changes are made. Engine behaviour changes, so this is an ongoing discipline, not a one-off fix.
Evidence & team
[E-E-A-T — fill with real data: Generative Engine Agency is led by {{FOUNDER}}, {{X}}+ years in SEO/AI search; add credentials, LinkedIn, photo, and genuine case studies only once measured and permissioned. Do not publish invented results.]
Start with a free AI Visibility Audit
Request your free audit and we'll show you, prompt by prompt, where your Riyadh business stands in ChatGPT, Gemini and Google AI Overviews — in Arabic and English — versus your competitors, and the three fixes that will move you fastest. After you submit the short form (business, website, target market, main competitors), we confirm scope and deliver the audit; there's no obligation to continue. Request your free AI Visibility Audit → · WhatsApp us