Share of Vision 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 Vision (SoV) 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 Vision (negative variance no greater than 5%).
Key component
Comparative visibility of your brand against competitors across every Artificial Intelligence engine.
Share of Vision — 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 Vision and alerts for variations from model retraining.
Investment Model: Recurring Service (Retainer)
Continuous optimization, model monitoring and positioning defense.
RESULTS & CLIENTS
Excellent service and care
“My experience with Awtana was very good. From the beginning, I felt well taken care of and supported throughout the entire process. I especially want to thank Astrid Medina, who was super kind, attentive, and always ready to help me with everything. You can tell when someone enjoys what they do, and that makes all the difference. Thank you for the excellent service!”
Verified HubSpot Partner Review
FAQ
AEO Grader is a free diagnostic that evaluates how your brand appears and how much it is recommended in AI-powered response engines.
The AEO Grader analyzes the leading AI response engines.
Traditional SEO aims to rank links in search engine results; AEO optimizes your brand so that generative response algorithms cite and recommend it directly.
The AEO Grader evaluates several dimensions that determine how visible and citable your brand is for Large Language Models (LLMs).
Yes. The diagnostic is 100% free and delivers results and an online report instantly.
A low score can be improved with technical and content actions that make it easier for AI to understand and cite your brand.
Awtana combines RevOps, structured data, content for LLMs, and technical optimization to ensure your company is found and recommended by AI.
Yes. Through the contact form, you can request a personalized review of your results with an Awtana specialist.