Tomorrow AI agents will choose. See how AI talks about you.
Everyone uses AI. Few know how to read it.
Every month aifound observes how ChatGPT, Gemini, Perplexity and Google AI Mode represent you - the very signals on which, tomorrow, AI agents will base their choices. We use AI like everyone else, but then a person interprets what it really means for your reputation. Human reading, not yet another dashboard.
Essential plan €59/month · Complete plan €110/month · VAT included · Cancel anytime
AI systems are already influencing your professional reputation.
When someone looks for a professional, firm or consultant, they increasingly ask AI too. The point is not only appearing: it is understanding whether you are found, whether you are described well and whether your authority emerges in the right way.
Visibility
When someone asks AI for a professional like you, are you mentioned? On which platforms? For which questions?
Reputation
Do the answers represent you accurately? Are your specialization, positioning and value clear?
Competitors
If you do not appear, who is suggested instead? And why is that competitor easier for AI systems to read?
Google called AI Search "the biggest change to search in the last 25 years."
With the launch of Google AI Mode and information agents, AI-generated answers become the main entry point to search. This is no longer a niche trend: it is the present, declared by the company that runs search for billions of people.
The more these systems become automatic and widespread, the more one thing matters that no platform gives you: someone who interprets that data and tells you what it means for your reputation. aifound monitors Google AI Mode too, and turns the numbers into decisions.
A monthly report. Read by a person.
aifound is not a dashboard you have to interpret alone. Every month we query AI systems with realistic questions, read the answers and turn the data into a clear synthesis.
We define what to monitor
We start from your name, activity, city, core services and competitors. The questions are not abstract keywords: they are prompts similar to what a real client might ask.
- Brand or professional name
- Services and areas of specialization
- Competitors to compare
We query ChatGPT, Gemini, Perplexity and Google AI Mode
We observe whether you are mentioned, how you are described, which sources appear and what differences emerge across platforms.
- Direct prompts about your name
- Prompts by category and need
- Competitor comparison prompts
Get your AI Reputation Monitor
The report goes beyond the score. It shows you what the AIs actually answered, which reputational signals emerge, and which priorities you can consider to improve over time.
- Concise Visibility Score
- Human-in-the-loop analysis
- How consistent your presence is across AI answers
- Monthly strategic observations
Not another tool. An interpretive observatory.
Today everyone builds with AI - dashboards, reports, agents - often without really knowing what they are reading. Generating a data point has become free. Understanding it has not.
aifound uses AI like everyone else, but does not stop there: it queries ChatGPT, Gemini, Perplexity and Google AI Mode with a method, then a person interprets what emerges, what is missing and what it means for your reputation. It is the human-in-the-loop approach - the machine collects, experience decides.
Because the shift is at the door: today assistants tell who you are, tomorrow agents will choose by reading sources, structured data and the signals that AIs know how to interpret. And when the stakes move from being cited to being chosen, it is human judgement that makes the difference. For a high-reputation professional, being found is not enough. Being understood matters - and, soon, being chosen.
Today assistants answer. Tomorrow agents will choose.
There is a lot of talk about AI agents as if they had already retired ChatGPT, Gemini or Perplexity. In today's reality, when someone looks for a professional, they still do it through conversational assistants: that is where your reputation is shaped, and that is where aifound looks every month. Understanding the difference - and covering both layers - is the serious way to work on AI visibility.
Today · the assistants
ChatGPT, Gemini, Perplexity and Google AI Mode answer people's questions and, in effect, tell them who you are. This is the surface where reputation is decided right now: that is why it's the one we monitor.
Tomorrow · the agents
AI agents are the next step: they don't just answer, they search, compare and end up choosing a provider on the user's behalf. To do that they read structured data, sources and the machine-readable signals - the very ones you build today.
aifound · covers both
Monitoring now how LLMs represent you is not looking at the past: it's laying the foundations that, tomorrow, agents will use to decide. We work on the present with an eye already on the agentic future.
For high-reputation professionals and firms.
aifound is designed for people and firms chosen on the basis of trust, expertise and authority. Health, wellness, consulting and professional services have one thing in common: before buying, the client has to trust you.
Health and wellness
Nutritionists, psychologists, physiotherapists, osteopaths, advanced personal trainers, dental practices, clinics and wellness centers. Here, reputation is part of the choice.
Consultants and professional firms
Business consultants, marketing consultants, accountants, lawyers, trainers, business coaches, financial consultants and associated firms.
High-value service businesses
Small or medium-sized businesses that sell expertise, method and relationship. If brand perception matters in the decision, AI representation should be monitored.
Start simple. Then decide whether to go deeper.
Two plans to keep your AI representation under observation: a monthly snapshot, or continuous monitoring that reveals how stable your presence is. Both with human interpretation. If you want a detailed operational plan, you can request the Action Plan.
- 1 reading per month on ChatGPT, Gemini, Perplexity and Google AI Mode
- Synthetic Visibility Score
- Concise human-in-the-loop analysis
- Main competitors (up to 3)
- Observations on reputation and sources what the AI sees
- Month-on-month history
- 3 readings during the month on ChatGPT, Gemini, Perplexity and Google AI Mode
- Synthetic Visibility Score
- In-depth human-in-the-loop analysis
- Extended competitor analysis
- Strategic observations and priorities for the month what the AI sees and what to keep an eye on
- Month-on-month history + indication of stable or variable presence within the month
Setup and initial configuration included for free for activations through summer 2026. After your request you receive an email asking for the details we need to start monitoring (name, website, services, any competitors). By proceeding, you accept the Privacy Policy and the Terms and Conditions.
Frequently asked questions
Three projects that complete each other.
Consulting, monitoring and culture: three pieces of the same mission - helping you exist and be understood by artificial intelligence. aifound is the piece that watches, month after month.
gocarolina
The tailored strategy: analysis, Action Plan and interventions to build your AI visibility. The starting point, where everything is designed.
Go to gocarolina.cc →aifound
The monthly observatory that measures how AI represents you over time. After the strategy, the continuous check on results - with human reading.
the book
"How AI sees you?": the method and the vision behind it all. To understand in depth how artificial intelligence represents people and brands.
Find it on Amazon →Want to understand before
getting started?
"How AI Sees You" is the practical guide that explains how AI models build your image, why they can get it wrong and what you can do to guide that representation. Inside, it introduces the HILO Method - the framework I recommend to build a coherent and recognizable AI presence. Written by the person who created aifound.
Buy on Amazon →
Want to understand whether aifound is right for you?
With this form you can do three things: ask for information, activate the monthly AI Reputation Monitor directly, or request a call for the Action Plan. Choose what you need - we reply within 24 hours.
- Just information: you have a question and want to know if the service is right for you
- Activate the AI Reputation Monitor: tick the box and we start the monthly monitoring on your chosen plan
- Action Plan: tick the box and we set up a call for the tailored operational plan
Send us a message
...or activate "AI Reputation Monitor" (Essential or Complete) or request the "Action Plan"