Your visibility in AI
October 2026 report
Atelier Dumont · atelier-dumont.fr
- measurements
- 4
- questions
- 25
- AI platforms
- 5
- answers analysed
- 1,000
Automated measurements and analysis. Recommendations written by AI, approved by a iasyo expert.
AI SEO and GEO report example: Atelier Dumont, October 2026
This is the monthly report that a Monitoring 25 client receives, prepared for a fictitious business: Atelier Dumont, a joiner in Lyon, France. Its questions are asked in French; they are shown here in English.
The month at a glance
52out of 100
▲ +11 pts this month
AI mentions you, but not enough.
Visibility rate38%▲ +6 pts
Average rank2.4▲ up 0.6 places
Share of voice24%▲ +5 pts
Citation rate12%▲ +4 pts
ToneMostly positive
What changed this month
- Claude recommends you for the first time, on 1 question.
- ChatGPT now mentions you for “Which craftsmen make wooden staircases near Lyon?”.
- Menuiserie Laurent is still ahead of you on 7 questions.
Top priorities
Add an FAQ to your “Bespoke kitchens” pageHigh priority · 1 hour
List your workshop in the regional directory of craftspeopleHigh priority · 30 minutes
Describe your business with LocalBusiness structured dataMedium priority · 20 minutes
Score trend
Gemini didn't respond during the measurement on 25 October: your score for that week is calculated on the other AI platforms.
Breakdown by AI platform
| AI platform | Visibility | Average rank | Change |
|---|---|---|---|
| ChatGPT | 44% | 2.1 | ▲ +8 pts |
| Perplexity | 52% | 1.9 | ▲ +6 pts |
| Gemini | 32% | 2.8 | ▲ +5 pts |
| Claude | 16% | 3.2 | ▲ +4 pts |
| Google AI Overviews | 44% | 2.6 | ▲ +7 pts |
Gains and losses this month
The questions where your presence has changed since the previous report.
| Question | AI platform | September | October |
|---|---|---|---|
| Gains | |||
| Which craftsmen make wooden staircases near Lyon? | ChatGPT | Absent | ▲ Mentioned, rank 3 |
| Where can I have a bespoke fitted wardrobe made in Lyon? | Perplexity | Absent | ▲ Mentioned, rank 2 |
| How much does a bespoke fitted wardrobe cost? | ChatGPT | Absent | ▲ Mentioned, rank 4 |
| How long does it take to make a bespoke kitchen? | Perplexity | Absent | ▲ Mentioned, rank 3 |
| Oak or walnut for a wooden kitchen? | AI Overviews | Absent | ▲ Mentioned, rank 2 |
| Is Atelier Dumont reliable? | Claude | Absent | ▲ Mentioned, rank 1 |
| Bespoke joinery or kitchen fitter: which should I choose? | Gemini | Absent | ▲ Mentioned, rank 3 |
| Which joiner should I choose for a bespoke kitchen in Lyon? | Gemini | Absent | ▲ Mentioned, rank 2 |
| How do I choose a reliable joiner? | Perplexity | Absent | ▲ Mentioned, rank 4 |
| Losses | |||
| How much does a bespoke fitted wardrobe cost? | Perplexity | Mentioned, rank 4 | ▼ Absent |
| Menuiserie Laurent or Atelier Dumont: which should I choose? | Gemini | Mentioned, rank 2 | ▼ Absent |
▲ 9 gains · ▼ 2 losses
Your competitors
| Business | Score | Visibility rate | Average rank | Share of voice | Change |
|---|---|---|---|---|---|
| You | 52 | 38% | 2.4 | 24% | ▲ +11 pts |
| Menuiserie Laurent | 57 | 45% | 1.8 | 33% | ▼ −1 pt |
| Bois et Design | 46 | 33% | 2.6 | 23% | ▲ +1 pt |
| Atelier Morel | 42 | 29% | 2.9 | 20% | ▲ +3 pts |
Where they're ahead of you
Menuiserie Laurent is mentioned, and you aren't, on 7 questions.
- How much does a solid wood kitchen cost?
- Who makes bespoke bookcases in Lyon?
- Which joiner for an oak staircase near Lyon?
- Who is the best cabinetmaker in Lyon?
- Which wood should I choose for a bespoke fitted wardrobe?
- How do I look after a wooden kitchen?
- Who should I trust to renovate a wooden staircase in Lyon?
Ébénisterie Martin appears in 4 answers this month.
The sources AI relies on
Where to be present
5 sources mention your competitors, but not you. They are your best opportunities outside your website.
| Page | Category | Cited by | Mentions |
|---|---|---|---|
| Directory of craftspeople in the Rhône | Directory | ChatGPT, Gemini, Perplexity | Your 3 competitors |
| Comparison of joiners in Lyon | Comparison | Perplexity, AI Overviews | Menuiserie Laurent, Bois et Design |
| Article “Bespoke kitchens: our picks in Lyon” | Media | ChatGPT, Claude | Menuiserie Laurent |
| Discussion “Which joiner in Lyon?” | Forum | Perplexity | Bois et Design, Atelier Morel |
| Guide to woodworking craftspeople | Directory | Gemini | Menuiserie Laurent |
Your most cited pages
The pages of your website that AI platforms reuse most often.
| Page | Cited by | Answers |
|---|---|---|
| Home | ChatGPT, Perplexity, Claude | 14 |
| Bespoke staircases | ChatGPT, AI Overviews | 9 |
| Contact | Perplexity | 4 |
What AI says about you
ToneMostly positiveacross 48 answers that mention you
« Atelier Dumont is known for the quality of its finishes. »
« The workshop makes bespoke kitchens, fitted wardrobes and staircases, mainly around Lyon. »
Incorrect information
Incorrect information found: opening hours.Your reference sheet says: Monday to Friday, 8 am to 6 pm.
Your recommendations
The actions that will improve your visibility the most, in order. Written by AI, approved by a iasyo expert.
4 of 12 done
High priority1 hourContent
Add an FAQ to your “Bespoke kitchens” pageOn 4 questions about prices and lead times, AI platforms mention Menuiserie Laurent, whose page answers them directly.High priority30 minutesOff your website
List your workshop in the regional directory of craftspeopleThis directory is cited in 6 answers to your questions, and your 3 competitors are listed in it.Medium priority20 minutesTechnical
Describe your business with LocalBusiness structured dataAI platforms check your address and service area, which nothing in your website's code describes.NewMedium priority45 minutesContent
Publish your production lead times on the “Wardrobes” pageOn lead-time questions, AI platforms cite pages that give one, such as Bois et Design's.Medium priority15 minutesTechnical
Add an “updated on” date to your service pagesNone of your service pages shows when it was last updated.Low priority15 minutesTechnical
Create an llms.txt fileIts effect is still debated, but it helps some AI platforms understand your website.NewLow priority30 minutesOff your website
Reply to your customers' Google reviewsYour Google reviews appear in 5 of Gemini's answers to your questions.NewLow priority1 hourContent
Caption your project photos with the location and materialsAI platforms read the text that goes with your photos: at the moment, it says nothing about your work.Step-by-step instructions for each recommendation, with ready-to-copy code, are in your iasyo client area.
What you did this month
Checked fixes
Allow ChatGPT's search crawlerFix checked on 18 October
FAQs and structured data
Added: 2 pages out of 10
Technical audit and method
Technical audit
AI crawler access in the robots.txt fileFixed on 18 OctoberCompliant
Indexing in Google and BingCompliant
Content readable without JavaScriptCompliant
Structured dataTo improve
Content that is easy to citeTo improve
Language versionsCompliant
llms.txt fileTo fix
Method
Each measurement asks your 25 questions to ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews, twice, from France, in French. This month's metrics cover all these answers.
Definitions
- Visibility rate:
- the percentage of answers that mention your business
- Average rank:
- your business's position when it is mentioned
- Share of voice:
- your share of mentions compared with your competitors
- Citation rate:
- the percentage of answers that rely on a page of your website
- Tone:
- how AI platforms talk about you
Good to know
AI answers vary from day to day; your score gives a snapshot of them on the date of the report.
Contact
A question about this report? Reply to the email it came with, or write to us from the messaging in your client area.