AI VISIBILITY AUDIT · DIAGNOSTIC SERVICE

Know Exactly How Your Brand Appears Across Every Major AI Engine — in Arabic and English

In Qatar and across the Gulf, business buyers and government procurement teams are increasingly using AI engines to research vendors, evaluate capabilities, and form initial assessments before any direct engagement. The AI Visibility Audit is a 47-point diagnostic across 12 AI engines, completed in 5 working days, with separate Arabic and English brand representation scoring. You receive a prioritised action roadmap built around what will actually improve your AI citation rate — in both languages and across both the regional and international AI engines your buyers are using.

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/ This is for you if

Is this you?

Qatari and GCC-based enterprises — including those in financial services, construction, real estate, professional services, and technology — whose B2B buyers now use AI engines as part of their vendor research and due diligence process. If your organisation's AI brand representation has never been formally measured in Arabic, the gap between your actual AI visibility and your assumed AI visibility is likely significant.

International brands entering the Qatar and Gulf markets that have invested in Arabic-language localisation but have never verified whether their Arabic brand entity, structured data, and citation presence in Arabic-language AI engines matches the quality of their English-language AI visibility. Market entry assumptions about digital brand presence are frequently wrong.

Government-adjacent and regulated-sector businesses operating under Qatar National Vision 2030 where brand accuracy, factual precision, and consistent corporate representation across AI-generated content matters for procurement, partnership evaluation, and public-facing communications.

Growth-stage technology and services companies based in Qatar or operating across the region that are building brand recognition and need to ensure that AI engines — which regional buyers now consult at the earliest stage of the buying journey — are representing their capabilities accurately and citing them in relevant category queries.

/ What's broken

Here's what's blocking your growth

Arabic-language AI engines return materially different results than English equivalents.

The AI engines used by Arabic-speaking buyers in Qatar and the Gulf — including Arabic-language interfaces of global platforms and regional AI services — draw from Arabic-language knowledge graph sources, Arabic-language training data, and Arabic entity representations that differ substantially from their English counterparts. A brand with strong English AI citation rates may be nearly absent from Arabic AI responses covering the same queries.

Your Arabic brand entity is likely incomplete or inconsistently represented.

Most international brands and many regional brands have not built consistent Arabic-language entity data — the structured, accurate, machine-readable representation of your company that AI engines use to cite you with confidence. Without this foundation, even well-structured Arabic-language content will fail to generate reliable AI citations.

Arabic and English brand representations are being scored as separate entities.

If your brand operates under slightly different names, descriptions, or structures across Arabic and English sources — which is common for organisations that localised their Arabic content independently of their English technical and SEO infrastructure — AI engines may be treating them as distinct, weakly-related entities rather than as a single authoritative brand.

You have no measurement baseline in either language.

Without a formally scored starting point covering both Arabic and English AI visibility dimensions, your organisation cannot determine whether changes to its bilingual content, schema, or entity data are producing measurable improvements in AI citation rates.

/ What we engineer

What's included

Each workstream is built by the team that audits it, and wired into the rest of your growth system.

AEO Citation Rate

frequency of brand citation in AI-generated answers across Arabic and English query sets relevant to your category and market

GEO Brand Mention Share

your share of brand mentions in AI-generated responses relative to identified competitors, measured separately in Arabic and English

LLMO Accuracy Score

whether AI engines describe your services, capabilities, and corporate positioning accurately in both Arabic and English

Entity Completeness

consistency and completeness of your brand entity across Arabic and English knowledge graph sources, with specific attention to the source sets most relevant to Gulf market AI engines

Schema Quality

structured data implementation quality, including Arabic-language schema coverage, right-to-left text handling, and entity signals relevant to regional AI indexing

Competitive AI Citation Gap

direct citation rate and brand representation comparison against three competitors across Arabic and English queries on 12 AI engines

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/ Common questions

Questions

Straight answers on scope, timelines and cost. Anything else, ask us directly.

Ask us directly
What does the AI Visibility Audit actually include?

The audit covers 47 distinct checks across six dimensions — AEO citation rate, GEO brand mention share, LLMO accuracy, entity completeness, schema quality, and competitive AI citation gap — tested across 12 AI engines using 50 or more queries in both Arabic and English. You receive separately scored Arabic and English results, a competitive gap analysis, and a 90-day action roadmap with bilingual work streams.

Why does the audit take 5 working days?

Five working days is the minimum required to conduct Arabic and English bilingual testing across 12 AI engines at the depth the audit demands. Native Arabic-language query construction, response capture across all engines, bilingual competitive gap analysis, and the production of a scored, prioritised action plan cannot be completed with integrity in less time.

What does the AI Visibility Audit cost?

Pricing is quoted in QAR and is based on audit scope, the languages included, and the complexity of your competitive set. Contact Ignited Nepal for a formal written quote. All pricing is confirmed before any work begins, with full scope documentation available.

What happens after I receive the audit?

The audit is a complete, standalone deliverable. Your internal team can act on the 90-day roadmap with your existing content and technical resources, or you may engage Ignited Nepal for implementation support. The report is structured for hand-off to any team without requiring additional briefing from our side.

Which AI engines are tested in the audit?

The standard audit covers 12 engines. For Qatar and Gulf market clients, this includes Arabic-language interfaces of global platforms — ChatGPT, Perplexity, Google AI Overviews, Microsoft Copilot, Google Gemini, Claude, and Meta AI — alongside regional AI services and platforms relevant to Gulf buyer behaviour. The engine list is confirmed during onboarding based on your specific market and buyer context.

Does the audit include a strategy or just a diagnosis?

The audit delivers both a scored diagnosis and a prioritised action plan. The 90-day roadmap ranks every finding by impact and effort and separates Arabic and English work streams, giving your team a clear implementation brief rather than a list of abstract recommendations. It is designed to move directly into execution.

/ Our team

The people behind the work.

Not a black box. Real specialists you can call, with their names on the work.

About us
Hawrry Bhattarai

Hawrry Bhattarai

Google Ads Expert

LinkedIn

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Arabic-language AI engines are answering your buyers' questions. Find out what they are saying about your brand.

AI engines are shaping vendor perception in Qatar and across the Gulf — in Arabic and in English. The AI Visibility Audit tells you exactly how your brand is represented across 12 engines in both languages, what is driving the gap between your Arabic and English AI visibility, and which changes will improve your citation rate fastest. You receive the full 47-point report, competitive gap analysis, and 90-day bilingual action roadmap within 5 working days of your brief.

Run your AI Visibility Audit
Run your AI Visibility Audit View the evidence