USE CASE
E-commerce & DTC
Margins punish guessing: paid costs climb while AI assistants quietly reshape product discovery. The system ranks where your next dollar of growth spend should go, tests it, and executes the winners, from AI shopping visibility to paid.
THE QUERIES
Buyers are already asking.
Product discovery is moving into AI assistants and shopping agents. Comparison and recommendation queries decide carts before your ads get a chance.
Buyer queries · E-commerce & DTCLive tracking
| # | Buyer query | Volume | |
|---|---|---|---|
| 1 | Best running shoes for flat feet under $150Hot | ↑ +8%22,610 | |
| 2 | Cleanest protein powder without artificial sweeteners | ↑ +5%14,483 | |
| 3 | Sustainable skincare brands worth the price | ↑ +3%10,027 | |
| 4 | Where to buy quality linen bedding online | ↑ +2%7,455 |
Illustrative
HOW IT WORKS
Read, rank, test, keep.
01
Read
Connect your data: revenue, traffic, ads, CRM. We read where the business actually stands.
02
Rank
We score every candidate move by confidence, with the evidence behind it.
03
Test
We run the cheapest experiment that settles your biggest bet.
04
Keep
We record the outcome, keep what works, and sharpen the next cycle.