What does the AI Visibility Roadmap for Qatar include?
The roadmap is a complete enterprise programme document comprising a current-state assessment in Arabic and English, a prioritised opportunity register with dual-language sequencing, a 90-day sprint plan formatted as a formal programme document, a 12-month strategic roadmap with Arabic-language and English-language content tracks and a dedicated Vision 2030 positioning element, a resource scoping document in QAR, and a dual-language reporting framework. All deliverables are structured for GCC enterprise governance standards.
Is an audit required before commissioning the roadmap?
Existing audit findings are incorporated directly into the situation assessment if available. If no prior assessment exists, the rapid 10-point current-state evaluation is conducted as the first step of the engagement, covering Arabic-language and English-language AI visibility separately. For organisations with complex group structures, an entity mapping exercise is conducted as part of the situation assessment. The assessment takes approximately one week and produces a baseline document suitable for distribution to programme sponsors.
How long does the engagement take?
The standard engagement runs over four to five weeks from kick-off to final delivery. Organisations with existing audit findings and clear internal alignment can move in four weeks. Organisations requiring the full current-state assessment, entity mapping, and additional stakeholder alignment typically take five weeks. We accommodate specific internal review timelines and programme governance requirements.
What does the roadmap cost?
Pricing for a Qatar-market roadmap starts from QAR 22,000 for a single-entity engagement. Group structures covering multiple entities, subsidiaries, or joint ventures are priced according to the scope of the entity mapping and the number of distinct AI visibility positions being managed. Multi-market GCC engagements covering Qatar alongside Saudi Arabia, UAE, or other markets are available at combined programme rates. A fixed-price proposal is provided following an initial scoping discussion.
Does Ignited Nepal execute the roadmap or only produce the plan?
The roadmap is designed as a complete standalone programme document that your internal teams can execute with internal resource or through locally contracted specialists. Ignited Nepal also offers retained execution programmes — managing the sprint and roadmap execution, producing Arabic-language and English-language content, handling LLMO correction submissions, overseeing authority-building outreach, and managing the reporting framework. The planning programme and execution engagement are scoped and priced separately.
How are results measured?
Results are measured against the KPIs in the dual-language reporting framework, with Arabic-language and English-language metrics tracked separately because performance in one language does not imply performance in the other. Baseline measurements are taken during the situation assessment. Each quarterly milestone in the 12-month roadmap includes specific numerical targets for AEO citation rate, GEO mention share, LLMO accuracy score, and entity health score in both languages. The Vision 2030 positioning accuracy metric is reviewed quarterly by reviewing a defined set of AI responses to queries directly relevant to the organisation's national development role. Leading indicators — content published, citations built, structured data deployed, entity corrections confirmed — are tracked throughout to provide programme visibility before outcome metrics move.
