The intelligence of the generative era.
Discover what ChatGPT, Gemini, Claude, and Perplexity say about your brand — and turn it into decisions.
AI Search vs. Traditional Search↓AI search vs.traditional search.
50% of consumers already use AI in their purchase decisions — while traditional search engine volume drops by 25% in the generative era.
What companies need↓Volume drop by 2026
Consumers use AI in purchase decisions
What companies needfrom AI responses.
What are AI systems answering when my customers ask about my industry?
SEO vs. GEO
Generative search is not faster SEO. It is real-time contextual synthesis inside consumer AI interfaces, requiring semantic calibration and empirical UI auditing.
| DIMENSION | SEO · TRADITIONAL SEARCH | GEO · AI SEARCH |
|---|---|---|
| NATURE | Deterministic. Same query yields similar ranked link lists. | Contextual Synthesis. The model analyzes entities and builds dynamic responses in-app. |
| ALGORITHM | PageRank + ML (indexing rules, link equity, keywords) | Foundation models with contextual attention, active web crawling, and RAG orchestration |
| OUTPUT | Ranked list of links (10 blue links) | Single narrative response with integrated citations |
| CONTROL | Documented heuristics (backlinks, technical tags) | Emerging discipline. Influence via semantic authority and verifiable trust signals. |
| MEASUREMENT | Static rankings, link position 1–10 | Share of Model (SoM) audited directly on native AI interfaces |
| COST / QUERY | Low (~0.3 Wh) | 10–100× higher with full neural inference processing |
Share of ModelQuadrant.
Two axes decide the GEO winner: how often a brand is mentioned, and how favorably it is positioned in LLM responses. Every Cocco Enterprises intervention is engineered to place your brand in the upper-right quadrant.
Brand visibility in AI-generated responses
Brand positioning — top percentile of AI responses
High visibility & strong positioning
Native Interfaces vs. API.
Why stochastic API simulations fail and how Cocco Enterprises measures the true buyer reality directly inside ChatGPT, Gemini, Claude, Google AI Overview, and Perplexity.
Our Methodology
EMPIRICAL GROUND TRUTHAutomated browser orchestration running directly inside live web and mobile apps, capturing the exact inference pipeline seen by enterprise buyers.
Real-time responses with Bing Search (ChatGPT), Google Index (Gemini & AI Overview), and Perplexity Sonar with live citation.
Evaluates full visual hierarchy, authority badges, and true primary recommendation rates at the top of the AI response.
Competitors Methodology
SYNTHETIC APPROXIMATIONRaw API calls lack the hundreds of internal rules, safety layers, and proprietary fine-tuning active inside consumer web/mobile apps.
APIs cannot replicate the dynamic real-time decision algorithms that trigger live web crawling, generating uncalibrated reports.
Plain JSON text payloads miss rich cards, citation chips, source carousels, and the visual priority that drives buyer choice.
Ready to dominate AI model answers?
Run an executive intelligence audit and discover your current Share of Model across ChatGPT, Claude, Gemini, and Perplexity.