For your company
Your brand in AI. Measured, compared, tracked.
Vizioa, the AI visibility (GEO) platform, asks seven AI assistants your customers' questions every week. You know whether your brand is mentioned, in what position, against which competitors, and which sources shape the answers.
From €59 per month, excl. VAT · No commitment
Which invoicing software should a small business choose?
It mostly depends on how many invoices you send.
Factéo is complete, with automatic reminders.
Norelia stands out for being quick to learn.
Presence on this question
- Factéo76%
- Norelia67%
- Libra Compta43%
- Tiquet19%
67% of answers mention Norelia
What you measure
Your place in the answers, week after week.
Six indicators. Each one answers a simple question.
Norelia
Week of 7 September 2026
Visibility
42%
74 runs out of 175
Last 8 weeks
Share of voice
- Factéo35%
- Norelia31%
- Libra Compta22%
- Tiquet12%
Sentiment
- positive54%
- neutral42%
- negative4%
Source domains
- comparatif-logiciels.exampledirectory · 63 runs
- norelia.examplebrand site · 32 runs
- actu-entreprises.examplemedia · 25 runs
- forum-independants.exampleforum · 21 runs
- libracompta.examplecompetitor · 18 runs
- Am I being talked about?Visibility
- Share of completed runs in which the brand is mentioned.
- Am I named before my competitors?Position
- Average rank of the brand's first mention among the tracked brands named in the answer (1 = mentioned first). Calculated on runs in which the brand is mentioned.
- How much room do I take next to them?Share of voice
- Brand mentions / mentions of all tracked brands (brand + competitors), on the same runs. A brand counts at most one mention per run.
- Positive or negative?Sentiment
- Tone of the sentence that mentions the brand (positive, neutral, negative), assessed only on the sentences concerned.
- Is my site used as a source?Own citation rate
- Share of completed runs in which at least one URL from the brand's domain appears in the sources.
- Which sites does AI rely on?Source domains
- Domains most cited in the answers, grouped by category (brand site, competitor, media, directory, forum…).
A run is one question asked to one engine on a given date: one execution of prompt × engine × date.
The key idea
Being named or being the source: not the same thing.
An AI can talk about your brand without linking to your site. It can also rely on your site without saying your name. Vizioa measures both, separately.
- Mention
- The brand name appears in the text of the answer.
- Citation
- A URL from the brand's domain appears in the answer's sources.
One answer, four situations
Which invoicing software should a small business choose?
It mostly depends on invoice volume and whether you need a bank connection.
- Factéo suits you if you want a complete tool: quotes, invoices, reminders and accounting export. 1
- Norelia stands out for being quick to learn, with a plan designed for freelancers. 2
- A spreadsheet can be enough at first, as long as invoices include the mandatory details: sequential numbering, date, seller and customer identity, VAT rate. 3
Answer sources
- 1comparatif-logiciels.example
- 2norelia.example
- 3libracompta.example
- 4actu-entreprises.example
Norelia
Mentioned and cited
Its name appears in the answer, and its site is among the sources.
Factéo
Mentioned, not cited
The answer talks about it, but its site is not among the sources.
Libra Compta
Cited, not mentioned
Its site is used as a source, but its name does not appear.
Tiquet
Absent
Neither its name nor its site appears.
Benefits
Stop guessing. Measure what AI says about you.
Vizioa turns hundreds of AI assistant answers into simple indicators, so you can track your brand without spending your days on it.
Your visibility, finally measurable
See at a glance whether AI assistants talk about you, on which questions, and how it changes from one week to the next.
Your competitors on the same dashboard
Compare your presence with your competitors': who is named, who is cited as a source, and in what position.
The sources that shape the answers
Identify the sites AI relies on to answer: media, directories, forums or your own site.
Monitoring that runs without you
Measurements run every week, with nothing to install on your site, and alerts arrive by email.
Actions and tracking
Move from measurement to action. Then check what moved.
Vizioa spots what you are missing and proposes an action plan. You track each action and measure its effect on the targeted questions.
- Action plan drawn from your results: content, technical, third-party sources, reviews, press relations
- Status, owner and due date for each action
- Before/after measurement on the targeted questions
- Email alerts when your visibility changes
Actions
Example · fictional data- DoneNorelia vs Factéo comparison pageDue 3 Oct
- In progressListing on the most cited comparison siteDue 17 Oct
- To doFAQ and product structured dataDue 31 Oct
Presence on the targeted questions
- Before31%
- After54%
Company plans
Two plans. Monthly or annual.
Prices excl. VAT, monthly or annual (up to −40%). All 7 AI assistants are included in every plan.
Essentiel
To track one brand.
35€ excl. VAT / month
59 €billed annually59€ excl. VAT / monthbilled monthly, no commitment- 1 project
- 25 tracked questions
- 3 competitors
- 7 AI assistants
- Weekly measurement
- Email alerts
Pro
For several brands.
100€ excl. VAT / month
149 €billed annually149€ excl. VAT / monthbilled monthly, no commitment- 3 projects
- 75 tracked questions
- 5 competitors per project
- 7 AI assistants
- Weekly measurement
- Email alerts
Compare plans
| Essentiel | Pro | |
|---|---|---|
| Price | 35 € excl. VAT / month59 € excl. VAT / month | 100 € excl. VAT / month149 € excl. VAT / month |
| Projects | 1 | 3 |
| Tracked questions (prompts) | 25 | 75 |
| Engines | All 7 AI assistants | All 7 AI assistants |
| Frequency | Weekly | Weekly |
| Competitors | 3 | 5 per project |
| Email alerts | Yes | Yes |
Do I need to install anything on my website?
No. Vizioa queries AI assistants directly: no script and no change to your website is needed.
How many questions and competitors can I track?
The Essentiel plan tracks 25 questions and 3 competitors for 1 project. The Pro plan tracks 75 questions and 5 competitors per project, across 3 projects. You pick the questions from those Vizioa suggests based on your website.
Can I compare my brand with my competitors?
Yes. For each tracked competitor, Vizioa measures presence in answers, position and share of voice, on the same questions as your brand.
How often does Vizioa measure?
Every week on the Essentiel and Pro plans. Every day on paid agency plans (Starter, Growth, Scale).
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.
Find out what AI says about your brand.
Create your account and choose the questions to track.
From €59 per month, excl. VAT · No commitment