AI share of voice for consumer brands
AISoV shows whether your brand appears in recommendation, shortlist, and comparison prompts, and it keeps the mentions, competitors, and citations in one report.
Recommendation-style prompts
Use prompts that sound like the questions buyers ask when they want ideas or alternatives.
Competitor comparison
See whether your brand shows up next to the brands you actually compete with.
Citation review
Open the source list to see which sites were cited in the captured answers.
Test the prompts buyers actually use
Consumer brands often care about recommendation prompts first: best products, alternatives, gift ideas, or category comparisons. AISoV lets you run those questions in several models and compare the output.
That is more useful than checking a single prompt once. A small set of realistic questions shows whether your brand appears across the types of answers that shape product discovery.
You can save those prompts and use them again later when a launch, campaign, or seasonal push changes the category.
- Use recommendation prompts.
- Use shortlist prompts.
- Use comparison prompts.
See your brand next to the real comparison set
A consumer brand report is easier to read when the competitor set is explicit. AISoV lets you add named competitors, then review which brands appear in the answers that were captured.
That makes the report more useful for brand teams and category teams. You can see when your brand is missing, when it appears alongside the right competitors, and when a different set of brands takes over the answer.
The report does not hide that context behind a single score. You can read the output and the citations together.
- Compare your brand with named competitors.
- Check whether the model is using the category frame you expected.
- Read the answer and the source list together.
Use the report in launch and campaign work
Consumer brand teams usually revisit AI visibility around specific events: a new product, a seasonal push, a retail campaign, or a content change. AISoV matches that rhythm because it is easy to rerun the same prompt set later.
One report can also be useful across several teams. Brand, content, and performance teams can all read the same output and decide what to do next.
If the first run is useful, keep the prompts and use the same setup for the next review.
- Rerun the report after launches and campaigns.
- Share the output across brand and content teams.
- Keep the prompt set if it reflects the category well.
Frequently asked questions
Short answers about the features named on this page.
Is AISoV useful for brands sold through retail or marketplaces?
Yes. It works for brands that depend on recommendations and category discovery, including brands that do not sell directly on their own site.
Can I compare category competitors in the same report?
Yes. Add named competitors and review how often each brand appears in the captured answers.
Can I inspect the cited sources?
Yes. AISoV includes citation views so you can read the source list that appeared in the report.
Who on the team usually reads this kind of report?
Brand teams, content teams, growth teams, category managers, and agency partners can all use the same report.
Explore related AISoV pages
These pages cover the same product from different angles.
Start with a report
Run a prompt set, review the mentions and citations, and decide whether you want to use the same setup again later.