What is an entity and why does it matter for AI visibility in the UAE?
An entity is a named, uniquely identifiable concept — your business — that AI engines use as a structured reference point rather than treating your name as a plain text string. Knowledge databases like Wikidata and Google's Knowledge Graph store structured facts about entities: name, industry, location, founding date, related organisations, and language-specific attributes. When AI engines process queries — whether in English or Arabic — they resolve brand references to known entities and use the associated structured data to form their responses. A business that is not a recognised entity, or whose entity data is incomplete in Arabic-language sources, will be systematically underrepresented in Arabic-language AI responses in the UAE and broader GCC.
What is schema markup and how does it affect AI comprehension?
Schema markup is structured data — typically JSON-LD — embedded in your website's HTML that describes the contents of each page using a standardised vocabulary from Schema.org. It tells AI crawlers explicitly whether a page contains a product, a service, an article, a business listing, or other content type. AI engines use schema markup alongside entity data to build a more accurate understanding of your website. Missing or invalid schema — particularly on Arabic-language pages — means AI engines must infer meaning from unstructured text, which is both less accurate and less complete than reading correctly implemented structured data.
Which 25 sources does the audit cover for the UAE?
The 25 sources include Wikipedia in English and Arabic, Wikidata with Arabic-language attribute coverage, Google Knowledge Graph, Google Business Profile, Dubai Chamber of Commerce member directory, Abu Dhabi Chamber of Commerce listings, DED company registers, UAE free zone directories (DMCC, DIFC, ADGM, and others relevant to your registration), Crunchbase, LinkedIn Company Pages, GCC-specific B2B directories, Arabic-language news archives, Bing Places, Apple Maps, regional review platforms, and additional structured databases that AI engines consult during entity resolution. The exact source list is adapted to your business category, registration type, and geographic footprint.
How long does the audit take?
The Entity & Schema Audit is completed within 7 to 10 business days from receipt of your brand information brief, including Arabic-language entity source coverage. For businesses with complex multi-entity structures — such as holding groups with multiple operating entities across different UAE free zones — we advise on any timeline adjustment before starting.
What does the audit cost?
The Entity & Schema Audit is priced from AED 4,500 for a standard UAE business. Final pricing depends on website size, entity footprint complexity, and the scope of Arabic-language source coverage required. We provide a fixed-fee quote after a brief scoping call. There are no ongoing fees — this is a one-time diagnostic engagement.
What happens after the audit is delivered?
After delivery you can implement the fix roadmap using your own team, referring to the correction instructions included in the report. You can engage Ignited Nepal to implement the fixes as a separate project. Or you can use the audit as the foundation for a broader AI visibility programme in the GCC market — feeding the findings into a GEO content strategy, Arabic entity authority building, or brand answer accuracy work. The audit is designed to stand alone as a diagnostic, and it integrates directly with every other AI visibility service Ignited Nepal provides.
