Share of Model Audit & Report
Measurement of your brand's presence versus competitors across every relevant language model.
Position your brand as one of the priority options recommended by Artificial Intelligence at the decisive moment of purchase, turning the loss of traditional web traffic into direct demand capture within LLMs.
Discover in minutes how your brand ranks against competitors in traditional search engines (SEO) and in AI answer engines (AEO / ChatGPT / Perplexity).
Run Free DiagnosisTechnology & coverage
Diagnosis: why traditional SEO is no longer enough
We compare the traditional positioning approach with the scope of the GEO & AEO Brand Authority Suite.
Traditional SEO
GEO & AEO Authority Suite
Roadmap & work phases
Four phases with defined scope and a verifiable KPI at each stage of the process.
Mapping of the brand's current standing against competitors in the leading models (ChatGPT, Perplexity, Gemini) for purchase-decision queries.
Baseline established with initial Share of Model (SoM) report delivered (timeframe: 60 days).
Restructuring of the digital footprint. Injection of corporate data, reviews and press coverage into the primary sources LLMs use to learn and synthesize.
100% of digital assets with updated structured data published on AI-validated, high-authority sources.
Algorithmic tuning and strategic content generation so the AI associates the company's exact competitive edge and argues why it's the best option.
Recommendation Rate above 30% appearance in AI-generated answers for the niche's transactional prompts.
Continuous automated tracking of AI answers. Protecting the positioning against model retraining and competitor actions.
Month-over-month retention and growth of Share of Model (negative variance no greater than 5%).
Key component
Comparative visibility of your brand against competitors across every Artificial Intelligence engine.
Share of Model — appearance in AI answers
Active monitoringIllustrative reference values. The initial diagnosis establishes your brand's real baseline for purchase-decision queries.
Deliverables
Concrete assets that sustain your brand's authority within language models.
Measurement of your brand's presence versus competitors across every relevant language model.
Structured data, primary sources and a reorganized digital footprint so LLMs understand your brand.
Structure, format and argumentation guidelines for producing content citable by AI engines.
Continuous tracking of Share of Model and alerts for variations from model retraining.
Investment Model: Recurring Service (Retainer)
Continuous optimization, model monitoring and positioning defense.