Data & Network Brain

Winkl learns safely from your store, only when you choose to share.

Winkl is local-first. Your store can use the built-in Brain without sharing network data. When you opt in to Network Brain, Winkl sends only anonymized, aggregated learning signals so recommendations can become more useful for your shop and for similar shops.

Default: local-first

Your shop keeps working locally

Core scans, Pulse opportunities and prepared actions can run from your own WooCommerce context without sending central learning data.

Network Brain is explicit opt-in

You choose whether Winkl may share safe aggregates with brain.winkl.app. It is off by default and can be switched off again later.

More shared learning, better guidance

Network Brain helps calibrate benchmarks and outcomes against shops with similar patterns, categories and growth stages.

What may be shared after opt-in

Winkl sends summaries that are designed for learning, not identification. Think in grouped signals, outcome buckets and recommendation performance.

1. Local scanYour install reads products, orders, reviews, campaigns, checkout flow and analytics where available.
2. RedactionRaw identifying fields are removed before anything leaves the site.
3. AggregationSignals are grouped into counts, ranges, store archetypes and outcome summaries.
4. Learning backThe central Brain returns better benchmarks, recipes and expected ranges.

What Winkl never shares through Network Brain

Network Brain is built around anonymized aggregates. The payload preview in Winkl shows the kind of summary that would be sent before sharing is enabled.

Customer names, emails or customer IDs
Order IDs, raw order content or recipient lists
Product titles, SKUs, product IDs or exact prices
Raw customer profiles or anything that identifies one person

What you get back

Sharper opportunities

Pulse can compare your shop DNA with patterns that worked for similar shops.

Better expected ranges

Claims become less generic because real-world outcomes help calibrate expected impact.

Prepared actions with context

Winkl can prepare next steps that fit your products, retention profile, market and current modules.

You stay in control.

Opt-in and opt-out live inside Winkl settings. Merchant approval is still required before Winkl makes live changes to your shop.