The experimental laboratory of Aux Studio
Your next customer
will arrive through an agent.
We make your brand understandable, reliable, and actionable for ChatGPT, Gemini, Perplexity, and Claude.
First free diagnosis in one minute: technical + how the AI describes you.
Or request a full audit
ChatGPT
Gemini
AI Mode
Perplexity
Claude
Copilot
Meta AI
The change
It's already happening. Agents are now reading catalogs, prices, and availability.
OpenAI is already working with structured feeds so that ChatGPT understands product, price, availability, and seller context. Google is doing the same with UCP to turn an AI conversation into a direct purchase. Being visible is no longer enough: you have to be understandable, verifiable, and actionable.
Five questions
What an Agent Readiness audit answers.
We don't ask “do I show up?”. We ask what an agent can do with you.
01
Can an agent find you?
02
Can they understand exactly what you sell?
03
Can it accurately compare you with alternatives?
04
Can you trust the information you find?
05
Can it do anything with you: book, buy, request a quote?
Agent Visibility Score
The first deliverable. A standalone sellable product.
A brand can be visible and poorly positioned.
Diagnosis
Example
46/100
Agent Readiness Score
We don't just measure whether you appear, but in what context. A premium boutique hotel classified as “budget rural” is technically visible… and a positioning disaster.
Breakdown by dimension
Discovery
72/100
Category accuracy
61/100
Positioning
48/100
Recommendation rate
34/100
Evidence
55/100
Actionability
18/100
We tested real searches in
ChatGPT
Google Gemini
Google AI Mode
Perplexity
Claude
other agents
The model
Six layers. From being found to being actionable.
It goes far beyond GEO. Six layers, a single architecture.
01
Agent Discoverability
What your company's AI ecosystem already knows. Real searches in ChatGPT, Gemini, AI Mode, Perplexity, and Claude: not just whether you appear, but in what context.
Deliverable: Agent Visibility Score
02
Brand Knowledge Layer
We convert the brand into something that a machine understands without ambiguity: who you are, what you do, for whom, where, at what price, and with what proof.
Deliverable: Machine Brand Book
03
Semantic Authority
That multiple independent sources confirm the same reality: name, category, description, location, services, prices, and attributes.
Deliverable: Consistency map
04
Arquitectura de Evidencia
Agents need verifiable signals. Every brand claim is supported by evidence and a source.
Deliverable: Evidence layer
05
Infraestructura legible por máquina
Schema.org, JSON-LD, product and service feeds, metadata, canonical entities, APIs, MCP, UCP, ACP, and A2A.
Deliverable: Data infrastructure
06
Agent Actions
From the agent that understands to the agent that acts: check availability, book, buy, or request a quote.
Deliverable: Actionable workflows
Brand Knowledge Layer
A brand book for machines.
The brand book says how you look. The Machine Brand Book says what you are.
Traditional brand book
For humans
Logo
Typography
Color
Tone of voice
Photography
Machine Brand Book
For agents
Entity identity
Categories
Attributes
Products
Services
Relationships
Claims
Evidence
Sources of truth
Restrictions
Actions
Brand Knowledge Graph
Base structure
About us
What we do
For whom
Locations
Products
Services
Prices
Availability
Differentials
Tests
Awards
Certifications
Reviews
Case studies
Policies
Relationships
Semantic Authority
If the sources contradict each other, the agent hesitates.
If your website says boutique luxury hotel, Booking says rural accommodation, Google says 3-star hotel, and the press says agritourism, an agent has to resolve that contradiction.
Reference
Contradicts
Contradicts
Contradicts
We align
Web
Google Business
Tripadvisor
Booking
Press
Wikipedia / Wikidata
Directories
Reviews
Sectoral databases
Semantic consistency: the lower the ambiguity, the higher the confidence.
Arquitectura de Evidencia
Agents don't believe claims. They verify them.
Brands build claims. Agents look for proof.
CLAIM
Sustainable hospitality.
EVIDENCE
78% locally sourced product
100% renewable electricity
Plastic-free amenities
SOURCE
Sustainability report
External certification
BEFORE
Our philosophy. Beautiful text.
AFTER
Our philosophy. Beautiful text. + evidence layer: 22 local suppliers · 80% of product less than 50 km away · solar generation · certification · annual impact report.
Humans see storytelling. The agent finds verifiable data.
Copywriting
Humans + retrieval systems + agents. Three layers on the same page.
We used to optimize for humans and Google. Now, we also optimize for agents.
Emotional
For people
Wake up surrounded by the Mallorcan countryside.
Semantics
For the recovery systems
Adults-only boutique hotel in Sant Llorenç des Cardassar, Mallorca.
Evidence
For agents
16 rooms · spa · pool · restaurant · adults 16+ · flexible cancellation · direct booking
Illustrative example.
It is not SEO spam. It is information architecture.
Agent Actions
Agent-readable → agent-actionable. The business becomes invokable.
The website is no longer the sole interface. The business itself becomes invocable.
Hotel
6 steps
01
Search
02
Check availability
03
Compare room
04
Review cancellation
05
Book
06
Pay
Agency
6 steps
01
Search
02
Understand services
03
Validate fit
04
Estimate scope
05
Request a proposal
06
Book a meeting
Restaurant
5 steps
01
Search
02
Read the menu
03
Dietary compatibility
04
Check availability
05
Book
Framework
AGENTS, the framework by Aux Labo™. Six dimensions, one score.
Six dimensions. One word: AGENTS.
A
Accessible
Can agents access your information?
G
Grounded
Does the information have evidence?
E
Explicit
Is it clear who you are and what you do?
N
Networked
Do external sources corroborate the information?
T
Transactional
Can an agent take actions with you?
S
Synced
Is everything up to date: prices, availability, schedules?
Brand Audit + Agent Readiness
Brand, experience, and agents. With human judgment, not just AI.
AI detects. Our team decides with you what your brand should be.
What's included
10 analyses
AI visibility audit
Positioning and value proposition
Comparison with competitors
Verbal identity and tone of voice
Visual identity and look & feel
Mapeo del conocimiento de marca
Evidence audit
Structured data audit
Actionability Audit
Prioritized recommendations
PHASE 1
Comprender
Audit and diagnosis.
PHASE 2
Estructura
Brand knowledge, content, and schema.
PHASE 3
Connect
Feeds, APIs, and agent interfaces.
PHASE 4
Act
Bookings, e-commerce, and lead generation.
PHASE 5
Monitor
Continuous testing with agents. Retainer.
The human factor
What AI does and what we do.
Agents read your brand. Someone has to decide what it should be.
AI
Lab Aux
Read your website the way an agent does
Ask Claude, ChatGPT, and Perplexity how they describe you
Detect inconsistencies between your sources
Measures whether you appear when someone searches for what you sell
Draft structured data
Our team
Aux Studio
Define your positioning and your value proposition
Lead your visual and verbal identity
Design the look & feel and the experience
Translate the brand into a Machine Brand Book
Decide what to tell, to whom, and how
BX + UX + MX, designed as a single system.
Prices
Start for free. Scale when you need to.
From a free diagnosis to a brand that agents can buy into.
Diagnosis
Free
Technical checkup and how Claude describes you, in one minute.
Score Agent Readiness
AGENTS Dimensions
3 priority findings
Full report
The top choice
€59
VAT included · one-time payment
What agents see when someone searches for what you sell.
5 real purchase searches
Competitors and brand consistency
Prioritized action plan
Drafts of llms.txt and Schema
Brand audit
(From)
€1,500
+VAT
and we deduct the €59 for the report
Positioning, verbal and visual identity, look & feel, and how agents perceive you.
Positioning and value proposition
Visual and verbal identity · look & feel
Machine Brand Book and Roadmap
Implementation
Customized
phased
Rebranding and web design with Aux Studio; data, Schema, and actions for agents with Aux Labo.
Brand Knowledge + Schema
Feeds and connections
Reservations, purchases or quotes
Monitor
Soon
monthly subscription
Agent Share of Voice: how agents recommend you, every month.
Multi-agent prompts
Your competitors
Change alerts
Corporate pricing in Spain, VAT included in the report. Audit from €1,500 + VAT and implementation with a fixed quote following a 30-minute call.
Agent Share of Voice
Continuous monitoring
100 prompts × 5 AI systems × 10 competitors. Every month.
We measure
Share of recommendations
Position
Sentiment
Claims used
Sources cited
Recommended competitors
Category association
Machine Experience
MX: the discipline behind Agent Readiness.
UX asks how a person experiences your company. MX asks how a smart machine experiences it.
BX
Brand Experience
How the brand is perceived and remembered.
UX
User Experience
How a person uses and navigates the brand.
Mexico
Machine Experience
Can you understand it? Trust it? Navigate it? Represent it well? Operate with it?
We don't just design pages. We design the interface between your brand and the smart web.
Agent Readiness Audit
Available
How do agents see you today? We found out.
Tell us about your brand. We will send you an audit proposal with scope, deadlines, and the initial findings on how ChatGPT, Gemini, Perplexity, and Claude represent you.