01
Cinematic product surface
The dashboard becomes the stage: large, angled, deep, and useful as the first impression.
Visual direction v2
This lab tests a more cinematic GeoReady direction: larger images, stronger product theatre, sharper hierarchy, and sections that feel alive before the user even runs an audit.

Score
86/100
Signals
8 categories
Next
Impact fixes
01
The dashboard becomes the stage: large, angled, deep, and useful as the first impression.
02
The retrieval system is visualized as a flow, so AI visibility feels concrete instead of abstract.
03
Monitoring, citations, alerts, and reports become one commercial story after the free audit.
Explain the invisible
This direction gives the AI SEO concept a clearer mental model: crawlers, structure, entity meaning, retrieval, and citation output all become one readable flow.


Citation intelligence
The darker treatment works for high-intent sections: answer snapshots, cited domains, competitor sources, citation rate, and alert history become one operational surface.
Mentioned
The brand appears in the answer.
Cited
The domain appears as a source.
Replaced
A competitor earns the citation instead.
From audit to platform
This is the strongest commercial visual: it connects score history, regression alerts, portfolio tracking, evidence snapshots, and report export without claiming features beyond the product state.
See plans
Open-source AI search visibility audit and monitoring. Built in Italy by Auriti Labs.
The Book
AI Search Engineering
Google non è più l'unica porta d'accesso ai clienti. Manuale tecnico per far citare il tuo sito da LLM e agenti AI, con protocolli validati su AutoGEO ICLR 2026 e KDD 2024.992 pagine, paperback e Kindle.