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Recommendation Setup & Feeds

Tuning the Engine — Score Blend & Presets

The account-wide weights behind every recommendation ordering — purchases vs views, freshness, click feedback, and the per-visitor price range that stays off unless you switch it on.

2 min read Updated 18 hours ago

Every algorithm ends by ordering what it found. The score blend is the account-wide setting that
decides how that ordering weighs its inputs — and it applies to every widget on the site at once.

Settings → Site profile → Recommendations. Changes reach live widgets within minutes; no
republish, no rebuild.

The four weights

Weight What it does Default
Purchases vs views How much a purchase outweighs a view when ranking popularity. ×1
Freshness How much a recent item is favoured over an older one. ×1
Click & purchase feedback How much the engine learns from what visitors actually clicked and bought out of the widgets themselves. ×1
Visitor’s price range Per-visitor, not global — see below. Off
×1 everywhere is the measured standard blend, not a
placeholder. It is where to start, and where to go back to if a change makes things worse.

Presets, by kind of site

A travel site is not a shop, and a publisher is neither. The presets fill the weights with editorial starting points
in one click, and you can tweak from there:

Balanced · Content & publishing · Travel &
booking
· B2B · Services

The visitor’s price range

The fourth weight is different in kind from the other three: it is per visitor. It nudges up items
priced between roughly half and double that person’s own average — taken from what they have viewed, carted
or bought.

  • It is off by default, and no preset ever switches it on. Turning it on is always
    an explicit choice.
  • Visitors with no priced history are unaffected — there is no average to work from, so nothing is nudged.

Per-widget boosts, in context

A single widget can still be tuned on its own, under Fine-tune the algorithm in the recommendation
editor — Boost by profit margin, Boost new items, Reserve a slot for new items.

That card shows the account blend live underneath it (“Account-wide blend now: Purchases ×1 ·
Freshness ×1 · Click & purchase feedback ×1 · Visitor’s price range
Off”
), so a per-widget boost is never set blind to the account setting it stacks on.

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