A recommendation is three things: a catalog Personyze can read, an algorithm
that chooses from it, and a widget that shows the result. Get the first right and the other two are
choices; get it wrong and nothing downstream can save it.
Start with the catalog
- Recommendation Setup & Feeds — the feed itself, interests, filters, fallbacks, and how to review the data behind a recommendation.
- Setting the product / content feed — The one page to read first.
- Reviewing the data — What Personyze actually holds about each item, and whether it matches your site.
Then choose how it picks
- Product recommendations — algorithms, the wizard, the action guide, JSON delivery, and offline transactions.
- Content recommendations — the same for articles and content.
Then decide where it shows
- Widgets & add-ons — add to cart, bundles, social proof, upselling, auto-applied coupons.
- Outside your site — Apps, JSON and email — where to start when the recommendation is not rendered by Personyze.
- Recommendations as JSON — Take the output and render it yourself.
A feed whose ids do not match the ids your tracker sees produces recommendations for products nobody viewed.
Reviewing the data is where that shows up — check it before blaming the
algorithm.
Reviewing the data is where that shows up — check it before blaming the
algorithm.