Sector: automotive
Are you in the answer to “which car should I buy?”
Choosing a car is a long piece of research, and part of that research now happens in AI answers. GeoMono asks model, service and used-car questions on five engines and records which brands you are named with and which source the answer relies on.
The free scan needs no sign-up and no card. Turkish measurement on five engines is quoted.
Named in the same answerSample view
Brands observed together in the same answer, and the associated theme:
- Your brandprice
- Rival Aservice
- Rival Brange
Challenges
Three questions automotive brands have about AI
01
Are we on the shortlist?
When a buyer asks for options in a segment, the answer gives a short list. Not being on it means not being considered.
02
How is the service experience described?
Forum threads and complaints about service and spare parts can enter the answer to brand questions.
03
Is the technical information right?
Details such as equipment, warranty or range may be left over from an old model year in answers.
Example questions
The kind of questions buyers ask AI
These questions are examples, not a measurement result. The real question set is built with you and registered before measuring; it does not change once results are seen.
- Can you recommend an economical SUV with a big boot for a family?
- For city driving, is hybrid or diesel the better choice?
- Which car brands have the widest service network?
- Which car brands hold their value best when used?
- What are the warranty terms on electric cars?
How GeoMono helps (4)
Four measurements for automotive
Named in the same answerSample view
Brands observed together in the same answer, and the associated theme:
- Your brandprice
- Rival Aservice
- Rival Brange
Representative drawing: a simplified screen from the product. It is not a real measurement and holds no figures. Who you are named with in segment questions
See which brands you are observed with in questions about the same segment and which themes you are associated with: price, safety, service.
Visibility measurementPresence on Turkish platformsSample view
- sikayetvar.comComplaints platformpage found
- eksisozluk.comForum and dictionarynot found
- donanimhaber.comForum and dictionarynot measured
- technopat.netForum and dictionarypage found
- tr.wikipedia.orgEncyclopedianot found
Representative drawing: a simplified screen from the product. It is not a real measurement and holds no figures. Complaints, forums and encyclopedia
We check whether pages carrying your brand's name exist on platforms such as Şikayetvar, Ekşi Sözlük, DonanımHaber and Vikipedi, and separately record every address answers cite.
Visibility measurementClaim and your pageSample view
In the answer
Closed at weekends.
On your site
We are also open on Saturdays.
- contradicts
- confirmed
- could not compare
Representative drawing: a simplified screen from the product. It is not a real measurement and holds no figures. Technical details and warranty terms
We test equipment, warranty and campaign claims in answers against the pages on your site.
Fact checkAds and answersSample view
Your ad themeIn answers- Fast deliveryechoed
- Instalmentsnot echoed
- Expert supportnot measured
Representative drawing: a simplified screen from the product. It is not a real measurement and holds no figures. Ad themes and answers
See rivals' live ads and the themes they push beside visibility in answers.
Ad intelligence
Related modules (4)
The modules you will use for this
How we measure
Our method stands where a customer story would
There are no customer logos or quotes here: we do not use a brand's name without written permission. Instead, here are the four rules every report follows.
The full method01
Registered first, measured second
The question set is registered before the measurement. No question is added or removed after the results are seen.
02
What we could not measure is not “absent”
When an engine errors or an answer cannot be stored, it is counted separately and kept out of every rate.
03
Every number opens an answer
Behind a number in the report you can read the answer and its sources.
04
Comparisons on the same question set
We compare two periods only when both were measured with the same question set and version.
Frequently asked questions
Can you measure our dealers too?
A question set can include dealer and service questions. We decide together which questions to measure before measuring.
Do you measure our presence on classified sites?
When classified and comparison sites are cited in answers, we record it. The platforms we check separately are complaint, forum, marketplace and encyclopedia platforms; classified sites are not on that list yet.
Can I get results per model?
Questions that name models can be added to the set; results are read with each question's answer.
See your place in car research
Let us choose together the segments and rivals you want to follow.
The free scan needs no sign-up and no card.