Retrievability Audit
Stop guessing. Scientifically measure your brand's presence within the "Digital Brain" of AI models (GPT, Gemini, Claude).
Why Now?
The "10 blue links" search model is collapsing. By 2026, Gartner predicts search engine traffic will drop by 25% in favor of conversational agents (ChatGPT, Perplexity, Gemini). Your clients no longer type "keywords" but ask complex questions.
If your brand is not intelligently "retrievable" by these models, you become invisible. Worse, you risk becoming a victim of hallucinations: AI invents false facts about your products due to a lack of reliable structured data.
This audit is not an option, it's your digital life insurance. It reveals exactly how machines perceive you today, before the usage tipping point becomes irreversible.
🎯 Objectives
- Measure your "Synthetic Share of Voice" vs Competitors
- Identify critical hallucinations (generated misinformation)
- Detect semantic blind spots
- Validate your named entities consistency
- Establish a baseline benchmark (Zero-Shot & Few-Shot)
What You Get
Total visibility. We don't just deliver a PDF report, but an interactive map of your semantic territory accompanied by tactical tools to reclaim your AI share of voice.
Retrievability Score™ (0-100)
A unique KPI weighted by business impact. Indicates your probability of being cited in your market.
Brand Hallucination Matrix
Precise mapping of lies generated by LLMs about your brand. Essential for remediation.
Comparative Analysis (Share of Model)
Who dominates GPT-4 and Perplexity answers? You or your competitors?
JSON-LD Correction Roadmap
Prioritized action plan to fix data at the source and stop traffic leaks.
Our Process
A rigorous forensic method. We dissect how algorithms perceive your brand by simulating thousands of conversational interactions.
Entity Extraction
We map the key concepts associated with your brand in the public Knowledge Graph.
Multi-Model Adversarial Testing
We submit 500+ prompt variants ("Adversarial Prompting") to GPT-4o, Claude 3.5, and Gemini 1.5 Pro.
Sentiment & Hallucination Analysis
Our algorithm classifies answers: Exact Citation, Positive Hallucination, Negative Hallucination, or Silence.
Strategic Report
Actionable dashboard delivery with immediate semantic correction priorities.