Product Innovation
Categories move fast when new launches and attribute demand shift. Surface what’s new and gaining traction: launches, winning attributes, rising keyword demand. Spot the opening before a competitor claims it.
Example Questions
- “What keywords are rising in [topic]?”
- “Where is demand shifting in [scope]?”
- “Which new products are taking off in [scope]?”
- “What’s the whitespace in [category] — attributes or product types with rising keyword demand but no dominant launch yet?”
- “Which new product launches in [category] gained traction fastest in their first 90 days, and what attribute do they share?”
- “Compare attribute-level revenue share this year vs. last year in [category] — which features went from niche to mainstream?”
Frequently Asked Questions
How does this differ from Market Trends?
Market Trends focuses on demand and seasonality shifts within a category; Product Innovation focuses specifically on new launches, winning attributes, and keyword demand tied to product development.
Can this identify "whitespace" that no competitor has launched into?
Yes, identifying gaps between rising demand and existing product coverage is a core use case, useful for spotting an opening before a competitor claims it.
What counts as a "winning" attribute or feature?
An attribute is generally considered winning when products with that feature are gaining revenue share faster than the category average.
