Products · Market Intelligence

Brand value props

See which features and benefits AI mentions when discussing your brand. Compare brands by selling point and identify claims that need stronger evidence.

Original AI answers Cited URLs included From $67/mo
[ 01 ]

Compare the message you want with what AI actually says

Compare what you want people to know about your product with what AI actually says. See which selling points appear and which are missing. An AI answer does not prove that a product claim is true or that buyers prefer the brand.

Brand value props — features and benefits AI associates with each brand. Sample

[ 02 ]

Compare brands for the same selling point

Choose a selling point and compare brands in that row. Read the answers to understand how each brand is described; these are observed associations, not product-quality ratings.

Values describe brand associations in the captured AI answers, not product quality.

Guide card — process notes for this section. Not product UI

[ 03 ]

Compare selling points with the same research settings

Choose the market, model, region, questions, and dates before comparing brands. Keep the settings consistent when checking results over time.

Read the answers and cited pages Select a result to read the original AI answers and the exact pages they cite.

Guide card — process notes for this section. Not product UI

[ 04 ]

Decide which selling points to strengthen

Check that the product really offers the benefit. Then decide whether to add clearer facts, explain a more specific difference, or leave the page unchanged.

Guide card — process notes for this section. Not product UI

[ faq ]

Common questions

What does Brand Value Props measure?

It shows which features, benefits, and use cases AI connects with each brand. It does not check whether the claims are true or measure customer satisfaction, preference, or sales.

How does Brand Value Props differ from AI visibility?

AI visibility asks, "How often is the brand mentioned?" Brand Value Props asks, "Which features and benefits are mentioned with it?" Compare brands using the same questions, models, regions, and dates.

What does “highest observed count” mean?

It is the largest mention count in one selling-point row. It shows which brand AI connects with that selling point most often, not which product is better or sells more.

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