digraph

Digraph Index · Illustrative preview

Preview the AI Visibility Index.

Explore how a category-level view could organize buyer prompts, brand mentions, and opportunities. All scores, rankings, trends, and prompt signals on this page are illustrative examples, not measured results.

Sector

Choose a category

Selected sector

Automotive

Preview prompt examples

4 sample questions

Measurement status

Sample data only

Brands recommended for electric, family, premium, and value-led vehicle decisions. The leaderboard and prompt signals below demonstrate a proposed format. They do not describe actual AI answers, brand performance, or changes over time.

Example leaderboard

Illustrative AI share of voice

Sample data
#Example brandSample score
1

BMW

Sample: 58% mentions · average position #2.1

34.8
2

Tesla

Sample: 54% mentions · average position #2.4

31.6
3

Volkswagen

Sample: 43% mentions · average position #3

22.3
4

Audi

Sample: 37% mentions · average position #3.4

18.7
5

Toyota

Sample: 34% mentions · average position #3.8

15.4

Example AI prompts

How a prompt view could work

These sample questions and signals illustrate a planned analysis view. Their demand, winners, and opportunity labels are not observed findings.

Which electric SUV is best for families?

Sample answer volatility: Moderate

RecommendationHighBMWContested

What is the best value electric car in Germany?

Sample answer volatility: High

ValueHighVolkswagenOpen

Which EV has the best range for long road trips?

Sample answer volatility: Low

ComparisonHighTeslaOwned

What is a good first electric car to buy?

Sample answer volatility: High

BeginnerMediumBMWOpen
Production demand estimates require a documented prompt panel or privacy-safe aggregate source. None of the sample signals above should be cited as market evidence.

Turn category intelligence into your own benchmark.

Track the prompt set that matters to your brand, add your real competitors, and identify the sources shaping AI recommendations.