Getting Started

Introduction to Vosapio

Vosapio helps you measure and improve how your brand shows up inside AI models like ChatGPT, Gemini, and Perplexity — the new layer where customers now ask for recommendations.

Search used to mean ten blue links. Increasingly, people ask an AI model a question and act on a single synthesized answer. If that answer never mentions you — or mentions you unfavorably — you lose the customer before they ever reach your site. Vosapio makes that invisible layer measurable: which prompts surface your brand, how you compare to competitors, and which sources the models are actually citing.

What Vosapio does

You tell Vosapio which topics and questions matter for your brand. On a recurring schedule, Vosapio runs those questions across the major AI models, reads every response, and turns them into metrics you can track over time:

Prompts — the real questions your customers ask an AI model, organized by topic and tag.
Metrics — Visibility, Share of Voice, Sentiment, and Position, measured for your brand and your competitors.
Sources — the domains and URLs the models pull from when they answer, so you know what content is shaping the responses.

How it works

Vosapio runs a continuous loop so your data reflects how the models behave today, not how they behaved the day you signed up:

Set up your prompts. Group the questions that matter into topics, and tag them so you can slice the results later.
Vosapio queries the models. Each prompt is sent to the supported AI models on a schedule you control.
Responses become metrics. Every answer is analyzed for whether your brand appears, how it's framed, and where it ranks against competitors.
Sources are extracted. The domains and links the models cite are collected so you can see — and influence — what they read.

Good to know

Metrics are always computed for a time window (for example, the last 30 days). When you compare periods, you're watching how your AI visibility is trending, not just a single snapshot.

Core concepts

Four ideas run through the whole product. If you understand these, the rest of the documentation will feel familiar:

Visibility — how often the AI models mention your brand at all.
Share of Voice — your mentions as a share of every brand mentioned for a topic, i.e. how much of the conversation is yours.
Sentiment — whether those mentions frame your brand positively, neutrally, or negatively.
Position — where your brand tends to land when the model lists options.

Where to go next

Start by setting up the questions you care about, then dig into the metrics and the sources behind them.

Setting up your prompts→Turn the questions your customers ask into tracked prompts and topics.Understand Visibility→The foundational metric: how often AI models mention your brand.How Sources Work→See which domains and URLs the models cite when they answer.Managing Projects→For agencies: organize brands, prompts, and credits across clients.

Looking for something specific? Every "Read the docs" link inside the Vosapio app points back here, to the exact page that explains the metric or feature you're looking at.