By Khalid Namra16 min read
How does an engine choose its sources?
When a question is asked, the engine does not read the whole web. It turns the question into search queries, fetches a limited set of pages from an index, extracts the best-matching passages, then composes an answer and cites some of them. A break in any link removes you: an unindexed page is never fetched, rambling text yields no clean passage, and an anonymous source is not trusted.
The quotable page structure
- A title matching how users actually phrase the question, not how you prefer to phrase it.
- A direct answer in the first two lines, complete in meaning if lifted on its own.
- Sub-headings phrased as questions, each section answering exactly one.
- Short 40–80 word paragraphs, since extracted passages are usually that length.
- Tables, comparisons and numbered lists: by far the easiest structures to extract.
- Explicit figures, dates and sources; evidence-bearing passages beat generalities.
The entity: who are you to the model?
A model does not trust a page floating in a void. It needs to know who wrote it and why they count. Build that with four elements: a clear company page, author pages with real expertise, connected Organization and Person structured data with sameAs links, and one consistent name across your site and platforms.
Consistency here is literal: three spellings of your name are three different things to a machine unless you link them explicitly.
Presence beyond your own site
Being mentioned elsewhere acts as a vote on your existence and specialty. What matters is not only links but contextual mentions in your field: a technical guest article, a detailed answer in a specialised community, a real press release, a complete business directory profile, a documented event appearance. One contextual mention outweighs a hundred generic directory links.
Differences between engines worth knowing
| Engine | What it favours | How to use that |
|---|---|---|
| AI Overviews | Pages already strong in Google's index | Nothing replaces classic SEO here |
| ChatGPT | Widely spread brand mentions plus live retrieval when needed | Focus on off-site presence and entity coherence |
| Gemini | Proximity to Google signals and structured data | Get schema and local content precisely right |
| Perplexity | Fresh, direct, easily quotable pages | Keep content updated and open every section with a takeaway |
Measurement: without a number there is no improvement
- Write 50–200 real pre-purchase questions in your field, in Arabic and English.
- Ask every engine the same questions at the same point each month.
- Log three columns: were you cited, in what order, and who else appeared?
- Compute generative share of voice = prompts citing you ÷ total prompts.
- Correlate it with your editorial changes to see which edits actually worked.
Doing this by hand costs serious time every month. The SADARA platform automates it and benchmarks you against competitors; start with the free scan to see where you stand.
Frequently asked questions
How long until my site appears in AI answers?
Engines that retrieve live, like Perplexity and AI Overviews, can pick up a new page within days of indexing. Visibility that depends on training knowledge takes months of accumulated web presence.
Can I pay to appear in AI answers?
There is currently no official ad mechanism guaranteeing citation inside an answer. Anyone promising that for a fee is selling an illusion.
Does an llms.txt file help?
It is a non-binding community proposal that not all engines honour. Adding it is cheap and harmless, but it is no substitute for page structure and structured data.
Does AI-generated content get cited?
Rarely, when it is generic and repetitive, because a model needs no source to say what it already knows. What gets cited is what only you have: your data, your experience, your local examples.
Related SADARA services
- GEO — Generative Engine OptimizationGEO is not SEO renamed. It is a different way of structuring knowledge so models can understand and cite it confidently.
- AI Search visibilityUsers no longer read ten results, they read one answer. Our job is to place your brand inside that answer.