For freelance SEOs and small agencies
Help your clients be where customers are looking.
Your clients are asking if they show up on ChatGPT, Claude, Perplexity, Gemini or Grok. Here is your answer.
kwerve is built on these five AIs, with more coming soon. It measures your brands' visibility in their answers every week, and hands you a white-label report under your logo, ready to send to the client, plus a dashboard to follow every client.
A report you re-bill to your client, every month.
A weekly report produced by kwerve. Fictional client, demonstration figures.
The objection, up front
“Why not just ask ChatGPT yourself?”
Nothing stops you. But once proves nothing: AI answers change from one run to the next, and a single test has nothing to be compared against.
Knowing whether a brand is actually visible means asking the same question dozens of times, across several engines, week after week, and then counting. That is the difference between an anecdote and a measurement.
Nobody tells Semrush users to “just Google the keyword”.
The arithmetic
What you will not be doing by hand
And that is before recording positions, spotting competitors and laying out the PDF: 30 to 60 hours a month. kwerve does all of it from €99 a month, however many clients you have.
The deliverable
The report is the product.
Every week, a PDF and a shareable link on your agency's letterhead. Forward it as it is, or re-bill it at €50 to €100 per client per month.
So what
The engines know the brand, but it is missing from the topics that matter and is almost never cited as a source. Three jobs, in order of return.
Findings & actions
-
01
4 topics out of 12 with no mention at all
Publish a page for each missing topic. These angles do not require taking a position, only existing.
-
02
3 citations out of 87 lead to the client's site
Target local.ch, bilan.ch and expert-suisse.ch. Being present there counts for more than any change to the site.
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03
BDO is cited 71 times, the brand 41
Take back the topics BDO owns: the engines have made it the category's default answer.
Get the sample report
A complete report on a fictional client, with demonstration figures. Leave your address and the PDF opens straight away.
Your workspace
The report goes to your client. The dashboard stays with you.
All your clients on one page: score, change since last week, what needs doing. Open one to see why it moved: by AI, by question, against each competitor.
Client dashboard
Fiduciaire Delacroix
Where Fiduciaire Delacroix stands
Week of 21.09.2026 · 8 questions · 4 competitors · 5 AIs
AI visibility score
47 / 100
▲ +10 vs last week- This week 47 = 18 (mention rate) + 16 (average position) + 13 (share of voice) points.
- How often and how high the AIs recommend Fiduciaire Delacroix, from 0 to 100.
Mention rate
35%
▲ +8 vs last week- Named in 14 of 40 AI answers this week: 35%.
- Share of AI answers that name Fiduciaire Delacroix.
Average position
2.8
▼ −0.3 vs last week- In the 14 answers that name Fiduciaire Delacroix, it is at position 2.8 on average among the businesses listed.
- Where Fiduciaire Delacroix comes among the businesses an AI lists.
Share of voice
19%
▲ +4 vs last week- 14 of the 73 mentions of Fiduciaire Delacroix and its competitors this week: 19%.
- Out of all mentions of Fiduciaire Delacroix and its competitors, the share that is Fiduciaire Delacroix.
AI visibility score
Each part is scored from 0 to 100%, then turned into points: its % × its maximum. The maximums are 50, 30 and 20 and add up to 100.
-
Mention rate 18 / 50 pts
Named in 14 of 40 answers (35%), so 35% of its 50 points: 18.
-
Average position 16 / 30 pts
Average position 2.8. Position 1 earns all 30 points; each place lower loses 25% of them, so position 5 or lower earns none. At position 2.8: 54% of 30 = 16 points.
-
Share of voice 13 / 20 pts
Share of voice is 19% (14 of 73 mentions). The score compares Fiduciaire Delacroix with the most named, BDO (22): 14 ÷ 22 = 64%, so 13 of its 20 points.
- Total Current score47 / 100
AI visibility score by week
How each AI sees Fiduciaire Delacroix
Latest week, best first, with the change on last week.
Mention rate
We asked each AI your questions. 100% means it named Fiduciaire Delacroix in every answer, 50% in half of them.
| This week | vs last week | |
|---|---|---|
| Claude | 62% 5 of 8 answers Did not name it for: “French-speaking fiduciary for a holding company”“Outsourcing payroll in French-speaking Switzerland: which providers?”“Fiduciary with an in-house HR service in Geneva” | ▲ +12 pts |
| ChatGPT | 50% 4 of 8 answers Did not name it for: “Fiduciary for a start-up in Geneva”“French-speaking fiduciary for a holding company”“Outsourcing payroll in French-speaking Switzerland: which providers?” and 1 more | = |
| Perplexity | 38% 3 of 8 answers Did not name it for: “Who can help me with my accounting in Geneva?”“Fiduciary firm specialised in Swiss VAT”“French-speaking fiduciary for a holding company” and 2 more | ▲ +12 pts |
| Gemini | 25% 2 of 8 answers Did not name it for: “Best fiduciary for self-employed people in French-speaking Switzerland”“Fiduciary firm specialised in Swiss VAT”“Fiduciary for a start-up in Geneva” and 3 more | ▲ +12 pts |
| Grok Never named | 0% 0 of 8 answers Did not name it for: “Which fiduciary firm should an SME in Geneva choose?”“Best fiduciary for self-employed people in French-speaking Switzerland”“Who can help me with my accounting in Geneva?” and 5 more | = |
Average position
Where Fiduciaire Delacroix comes among the businesses each AI lists, when it names it. 1 is first.
| This week | vs last week | |
|---|---|---|
| Claude | #2.4 | ▼ −0.4 |
| Perplexity | #2.7 | ▼ −0.3 |
| ChatGPT | #3.1 | ▼ −0.3 |
| Gemini | #3.5 | ▼ −0.5 |
| Grok | — | — |
Share of voice against competitors
Week of 21.09.2026. Out of every 10 mentions of Fiduciaire Delacroix and its competitors, how many each one gets.
- Fiduciaire Delacroix 19%
- BDO 30%
- Gestion Léman 25%
- Fidurex 15%
- Compta Genève 11%
Sites the AIs quote
When an AI answers, it can show the web pages it used. This counts them by site, for the latest week.
2 / 64 of the citations point to Fiduciaire Delacroix's own site
- local.ch 11
- bilan.ch 8
- expert-suisse.ch 7
- ge.ch 6
- moneyland.ch 5
- delacroix-fiduciaire.ch · Fiduciaire Delacroix 2
How to read it: the more a site is quoted, the more the AIs rely on it for these questions, so make sure Fiduciaire Delacroix is listed, complete and well reviewed on the top ones.
Question by question: which AIs name Fiduciaire Delacroix
Week of 21.09.2026. ✓ #2 = the AI named Fiduciaire Delacroix, as the 2nd business in its answer. ✗ = not named. A dash = no answer.
| Question | ChatGPT | Claude | Perplexity | Gemini | Grok |
|---|---|---|---|---|---|
| Which fiduciary firm should an SME in Geneva choose? | ✓ #3 | ✓ #2 | ✓ #2 | ✓ #4 | ✗ |
| Best fiduciary for self-employed people in French-speaking Switzerland | ✓ #3 | ✓ #2 | ✓ #3 | ✗ | ✗ |
| Who can help me with my accounting in Geneva? | ✓ #4 | ✓ #3 | ✗ | ✓ #3 | ✗ |
| Fiduciary firm specialised in Swiss VAT | ✓ #4 | ✓ #3 | ✗ | ✗ | ✗ |
| Fiduciary for a start-up in Geneva | ✗ | ✓ #4 | ✓ #3 | ✗ | ✗ |
| French-speaking fiduciary for a holding company | ✗ | ✗ | ✗ | ✗ | ✗ |
| Outsourcing payroll in French-speaking Switzerland: which providers? | ✗ | ✗ | ✗ | ✗ | ✗ |
| Fiduciary with an in-house HR service in Geneva | ✗ | ✗ | ✗ | ✗ | ✗ |
Fiduciaire Delacroix
What to do for this client, most urgent first. Each step says why, how, when and where.
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Get named on the questions where no AI mentions Fiduciaire Delacroix
Why: On these questions, none of the AI answers mention Fiduciaire Delacroix. AIs tend to name businesses whose website clearly answers the question.
- The questions
-
- •French-speaking fiduciary for a holding company
- •Outsourcing payroll in French-speaking Switzerland: which providers?
- •Fiduciary with an in-house HR service in Geneva
- How
-
- •Create one page per question on delacroix-fiduciaire.ch, or a clear section on an existing page.
- •Use the question's words in the page title and answer it in the first lines.
- •Add the facts an AI can repeat: what Fiduciaire Delacroix offers, where, for whom, and what sets it apart.
- When
- This week. The next report shows whether it worked.
- Where
- On the client's website (delacroix-fiduciaire.ch).
-
Get Fiduciaire Delacroix mentioned on the sites the AIs quote
Why: When the AIs answer, they quote these sites as sources, and Fiduciaire Delacroix's own site is rarely among them (2 of 64 citations).
- The sites
-
- •local.ch
- •bilan.ch
- •expert-suisse.ch
- •ge.ch
- •moneyland.ch
- How
-
- •Check whether Fiduciaire Delacroix already appears on each site: a listing, a review, an article.
- •Where it is missing, get it added: a directory entry, a review, a guest article or a press mention.
- •Where it is present, make sure the name, address and offer are correct and current.
- When
- Start this week, then aim for one new mention a week.
- Where
- Outside the client's website, on the sites listed above.
-
Catch up with BDO
Why: BDO is named 22 times in the AI answers, Fiduciaire Delacroix 14 times. The AIs treat it as the default answer.
- Questions to win back
-
- •Which fiduciary firm should an SME in Geneva choose?
- •Best fiduciary for self-employed people in French-speaking Switzerland
- •Who can help me with my accounting in Geneva?
- •Fiduciary firm specialised in Swiss VAT
- •Fiduciary for a start-up in Geneva
- •French-speaking fiduciary for a holding company
- •Outsourcing payroll in French-speaking Switzerland: which providers?
- •Fiduciary with an in-house HR service in Geneva
- How
-
- •Open the answers and note what the AIs say about BDO: which services, places or strengths they mention.
- •Make sure the client's website covers the same points, where they are true for Fiduciaire Delacroix.
- •Work through the questions one by one.
- When
- This week, then check the gap in each report.
- Where
- On the client's website (delacroix-fiduciaire.ch).
-
Improve how Grok sees Fiduciaire Delacroix
Why: Grok names Fiduciaire Delacroix in 0% of its answers, against 62% for Claude.
- How
-
- •Open the answers and compare what Grok says with what Claude says.
- •Look at the sources Grok relies on, if it shows any.
- •Strengthen the client's pages on the points Grok gets wrong or leaves out.
- When
- This week, then retest with each report.
- Where
- On the client's website (delacroix-fiduciaire.ch).
The real kwerve dashboard, live. Fictional agency and clients, demonstration figures. Hover a number to see how it is worked out.
In practice
Three steps, then nothing left to do
-
01
You describe the brand
Name, domain, market, a few competitors. Two minutes per client, once.
-
02
kwerve queries the engines
Your questions, asked every week to ChatGPT, Claude, Perplexity, Gemini and Grok, each searching the web as it does for its own users.
-
03
The report goes out under your logo
PDF and shareable link, in English, French, German, Spanish or Italian, ready to send to the client.
What we measure
Numbers a manual check cannot give you
AI visibility score
A weighted blend of the first three, 0 to 100. Published formula, never a black box.
Mention rate
How many answers name the brand. “4 out of 9”, not “it shows up sometimes”.
Average position
Where the brand lands when it is named. The decision is made in the first three.
Share of voice
Your mentions against those of the competitors you declared, across every answer.
Cited sources
Which domains the AIs lean on to answer, and whether yours is one of them.
Week-on-week movement
An arrow on every number from the second report on. That is what separates an audit from monitoring.
What we measure, and what we don't
Every AI we query searches the web before answering, as it does for its own users: that is where the cited sources come from. We measure what the AIs actually answer, not what your page contains. Google AI Overviews is not tracked: there is no official API, and we do not scrape.
The differences
Why not one of the other tools
We name no one: the comparison is about models, not about specific competitors.
Pricing
One price, every feature, all your clients
Every plan has every feature: pick yours by how many reports you run each month.
1 report = 1 client analysed on up to 10 questions
Questions
What people ask
Why not just ask ChatGPT myself?
You can, and once proves nothing. Answers vary on every run: what matters is how often a brand is named across dozens of answers, several engines and several weeks. That is a calculation, not a question.
Which engines are tracked?
ChatGPT (OpenAI), Claude (Anthropic), Perplexity, Gemini (Google) and Grok (xAI), through their official APIs and with web search on, as each does for its own users. More are coming soon. Google AI Overviews is not tracked: there is no official API, and we do not scrape results pages.
Does the report carry my logo?
Yes. Your logo and agency name on the letterhead, a neutral layout, no kwerve colour anywhere in the document. It is your deliverable, not ours.
Can I re-bill it to my clients?
That is what it is for. Agencies bill this kind of monitoring at €50 to €100 per client per month; kwerve's price is set so that margin exists from the second client on.
How many clients can I track?
As many as you like. Your plan sets how many reports you can run each month: 20 on Basic, 35 on Premium, 60 on Max. One report is one client analysed on up to 10 questions across the five AIs, so following a client every week uses about 4 reports a month.
Does kwerve guarantee better visibility?
No, and be wary of anyone who promises it. AI answers are not deterministic; nobody controls what ChatGPT will recommend next week. kwerve measures, shows where to act, and proves what moved.
What happens to the measured data?
It is kept. History is what turns an audit into monitoring: week-on-week movement comes from it, and nothing is erased.
Which languages?
French, English, German, Spanish and Italian, for the interface and the reports alike.