Be the brand AI recommends when shoppers ask
Shoppers ask AI which one to buy, what is best for their situation and whether a product has the feature they care about. flowgen tracks those questions by product and use case, shows which brands are recommended and which sources decide it, and creates the product pages and buying guides the answer needs.
Robot vacuums are the sample story on this page · demo data- Published: robot vacuum buying guide for pet owners
- Create: “robot vacuum vs cordless stick” comparison
- Fix: 2 listings quoting the old filter replacement interval
- Measure: “best robot vacuum for pet hair” before and after
From the question to the answer AI gives
Six steps, one loop. A person approves before anything is published.
Find the “which one should I buy” questions
Find the “which one should I buy” and use-case questions where another brand is recommended.
Explore flowgen AI Demand → 02UnderstandSee which brands are recommended, and which sources decide it
See which review sites, communities and marketplaces decide the recommendation, and what AI believes about your product.
Explore flowgen AI Visibility → 03UnderstandCheck what AI believes about your products
Battery life, filter and compatibility facts are checked against your verified product information, and wrong ones are traced to the review or listing that states them.
Explore Brand Knowledge → 04ActCreate product pages, comparisons and buying guides
Create product pages, comparisons and buying guides with the facts stated plainly, and distribute them to the channels shoppers read.
Explore flowgen Content Studio → 05ActPublish to your site, marketplaces and the channels shoppers read
The approved guide goes to your site, your marketplace listings and the channels AI cites for your category, with the same facts everywhere.
Explore flowgen Distribution → 06ImproveMeasure recommendation share by product and use case
Measure recommendation share by product and use case, and watch for new questions each season.
Explore flowgen Performance →What one brand in this industry would see
The questions buyers ask, and what sits behind the answer. Illustrative, with demo data.
- Best robot vacuum for pet hair under 500,000 wonCompetitors only
- Robot vacuum vs cordless stick vacuum for a small apartmentNo brand named
- Does it work with Korean-language voice assistants?You and competitors
- How long does the battery last on a full charge?You only
- Is the filter washable and how often should it be replaced?Not named
The numbers that move first
Read before promising revenue in week one.
- Recommendation share on shopper questions
- Product pages cited as the source
- AI-referred visits to product pages
Be in the answer on
Find the gaps. Create the content. Measure the change.