Feature · For your company
AIs talk about you. For better or for worse?
Being cited isn't enough. Vizioa analyses the tone of each sentence that mentions your brand, shows you the split and lets you read the excerpts.
From €59 per month, excl. VAT · No commitment
Norelia
Week of 7 September 2026
Sentiment
- positive54%
- neutral42%
- negative4%
Excerpts
- positiveChatGPTNorelia stands out for its quick onboarding and automatic reminders.
- neutralPerplexityNorelia also offers accounting export.
- negativeGeminiNorelia remains limited for businesses that invoice a lot.
What you see
Three things Vizioa shows you.
- 01
The tone split
The share of positive, neutral and negative mentions, across all your questions and the seven AIs.
- Assessed only on the sentences about you
- One number a week
- Breakdown by AI
- 02
The excerpts
For each mention, the exact sentence and the full answer. You read what the AI really says.
- Positive and negative sentences highlighted
- Linked to the question and the AI
- The full answer one click away
- 03
The change over time
A negative mention that repeats week after week deserves an action. Vizioa shows it to you.
- Tracked week by week
- Breakdown by AI
- Linked to the action plan
How it works
Four steps.
- 1Answers are collectedEvery week, on your questions and the seven AIs.
- 2The sentences that mention you are isolatedOnly they count: the rest of the answer doesn't affect the tone.
- 3Each sentence gets a tonePositive, neutral or negative.
- 4You read and you actNegative excerpts point to the sources to fix or complete.
Why do answers change from one week to the next?
An AI assistant does not always give the same answer to the same question. That is why Vizioa repeats measurements every week and tracks a trend rather than a single result.
Why can my results differ from what I see in ChatGPT?
Vizioa queries the engines through their APIs. A logged-in user gets an answer shaped by memory, history, preferences and location. Vizioa's numbers are therefore directional: they are meant to be compared over time, not read as absolute values.
Does Vizioa change my site or write content?
No. Vizioa does not change your site: it measures, identifies what you are missing and proposes an action plan that you track in the tool, with before/after measurement. If you want support to carry out these actions, Modernova, the publisher of Vizioa, offers it separately.
How often does Vizioa measure?
Every week on the Essentiel and Pro plans. Every day on paid agency plans (Starter, Growth, Scale).
Other features
The rest of Vizioa.
Read what AIs really say about you.
Create your account and choose the questions to track.
From €59 per month, excl. VAT · No commitment