Browser-visible proof / shopping routes

Tested shopping
flows.

Cloak separates the state that gets you to the right product from the tracking context that followed you there. Every flow below has a deterministic before-and-after regression fixture.

28tested flows
4coverage groups
3proof fields per flow

The decision model / 001

Clean the trail.
Keep the trip.

A shorter URL is not automatically a better URL. Cloak preserves state that can change the product, offer, seller, variant, cart, currency, search, or checkout path.

01 / IdentifyRecognize the route.

Product, search, browse, category, cart, and checkout surfaces are handled according to their tested state.

02 / PreserveProtect intent.

Deliberate shopper choices stay when removing them would change the destination or purchase context.

03 / RemoveDrop tested baggage.

Known campaign, click, affiliate, referral, and opaque context is removed only within the documented boundary.

MODEL / PRODUCT ROUTEKEEP product + variant + sellerREMOVE campaign + click ID + referral context

Vendor references establish documented field meanings. Cloak labels unpublished fields as opaque context and tests destination equivalence instead of guessing what they mean.

01

Coverage group / 13 flows

Marketplaces

Search, browse, product, seller, and variation state across large marketplace systems.

Amazon searchTested flow
Preserves
Query, department, page, and deliberate filters
Removes
crid, qid, sprefix, xpid, ref, and ad or affiliate markers

Scope noteVerified cleanup behavior. Several internal fields are opaque context rather than publicly documented tracker names.

Amazon productTested flow
Preserves
The product path, selected seller, or product-view state such as psc or th
Removes
The ref path tail, click IDs, and affiliate or campaign baggage

Scope noteThe product identifier is the stable destination.

Amazon browseTested flow
Preserves
The category node and encoding needed to render the chosen browse page
Removes
ref path tails, recommendation context, and campaign baggage

Scope noteThis is separate from search: category browsing keeps its node, not search filters.

eBay searchTested flow
Preserves
The query, non-default category, and readable filters such as Color and Metal
Removes
_from, _dcat, _sacat=0, _trksid, and affiliate markers

Scope noteDefault all-categories state is removed; shopper-selected filters remain.

eBay productTested flow
Preserves
The item path and a selected variation where needed
Removes
Long attribution blobs and affiliate context

Scope noteThe item ID is the stable destination.

eBay browseTested flow
Preserves
Selected browse filters such as price, condition, sold items, auction, and title search
Removes
Campaign, location, recommendation, and opaque browse context

Scope noteCloak preserves deliberate browse refinements instead of flattening the page.

eBay landingTested flow
Preserves
The clean eBay landing destination
Removes
Template IDs, serialized refinement blobs, and referral context

Scope noteA landing URL has no shopper-selected result state to preserve.

Walmart productTested flow
Preserves
The product path and selected seller, variant, SKU, offer, or quantity
Removes
ath* fields, adsRedirect, and ad context

Scope noteSeller and variant state may change the actual offer, so Cloak keeps it.

Walmart ad landingTested flow
Preserves
The selected Walmart browse or deals destination
Removes
veh, wmlspartner, cn, and wl* advertising attribution fields

Scope noteThe tested route removes Google Ads landing context without changing the chosen Walmart destination.

Etsy productTested flow
Preserves
The listing path, quantity, shipping choice, and selected variation
Removes
click_key, referring-page data, search analytics, and content-source context

Scope noteProduct options stay intact; route and search attribution do not.

AliExpress productTested flow
Preserves
The product path and selected SKU
Removes
gps-id, scm, pvid, referral, experiment, and campaign context

Scope noteSKU selection remains because it can change the item configuration.

Alibaba productTested flow
Preserves
The product-detail path
Removes
spm, p4p, pvid, source, and trace-log context

Scope noteRules are scoped to product flows to protect cart and selection behavior.

Temu productTested flow
Preserves
The product path or goods_id selection
Removes
Referral-page, session, gallery, and product-detail context

Scope noteRules are scoped to product flows to protect cart and selection behavior.

02

Coverage group / 07 flows

Retail product routes

Product pages where seller, SKU, option, or site-specific state can change the actual offer.

Target productTested flow
Preserves
The product path and an explicit preselected option
Removes
Campaign and click markers outside that product state

Scope noteThe rule is scoped to tested product pages.

Best Buy productTested flow
Preserves
The product page and selected SKU
Removes
intl, ref, location, campaign, and affiliate context

Scope noteSKU selection remains because it can change the offer.

The Home Depot productTested flow
Preserves
The product path
Removes
mtc, cm_*, source, Adobe, email, and campaign context

Scope noteNo query field is kept unless the product flow proves it changes the purchase state.

Lowe's productTested flow
Preserves
The product path
Removes
cm_mmc and affiliate or source context

Scope noteNo query field is kept unless the product flow proves it changes the purchase state.

Costco productTested flow
Preserves
The product path
Removes
sh and nf source context

Scope noteNo query field is kept unless the product flow proves it changes the purchase state.

Ace Hardware productTested flow
Preserves
The product path and x429 selection state
Removes
irgwc affiliate context

Scope noteThe tested exception is intentionally narrow.

Fashionphile productTested flow
Preserves
The product path
Removes
variant

Scope noteSite-specific verified cleanup behavior. This exception is not applied to every Shopify-style store.

03

Coverage group / 06 flows

Commerce infrastructure

Reusable storefront, catalog, cart, variant, and checkout behavior across common commerce platforms.

Shopify-style storefront productTested flow
Preserves
Product variant, selling plan, subscription, purchase option, and selected product attributes
Removes
UTM, click, campaign, and referral baggage

Scope noteThis family covers storefronts on their own domains; it does not claim every Shopify site uses the same URL fields.

WooCommerce-style search and cartTested flow
Preserves
Search terms, layered filters, add-to-cart state, quantity, and selected attributes
Removes
UTM, click, campaign, and referral baggage

Scope noteCloak keeps the state needed to reproduce a product search or cart action.

Salesforce Commerce Cloud productTested flow
Preserves
Product ID and dwvar_ variant selectors
Removes
UTM, click, campaign, and referral baggage

Scope notedwvar_ fields can select the actual color, size, or product configuration.

Adobe Commerce categoryTested flow
Preserves
Category, sort, store, and layered prefn/prefv refinements
Removes
UTM, tracking-state, campaign, and referral baggage

Scope noteStore and refinement fields are retained because they change the catalog view.

BigCommerce categoryTested flow
Preserves
Page, sort, and currency context
Removes
UTM, click, campaign, and referral baggage

Scope noteCurrency and sort state are kept because they change what the shopper sees.

Generic commerce checkoutTested flow
Preserves
Cart, quantity, product options, and checkout-safe purchase state
Removes
UTM, click, campaign, and referral baggage

Scope noteThis fallback applies only after Cloak recognizes a shopping or checkout flow; it is not a blanket cleanup rule for every URL.

04

Coverage group / 02 flows

Search & discovery

Non-store discovery routes where visible selection state must survive cleanup.

Google SearchTested flow
Preserves
The query, search mode, filters, page, language, and region
Removes
rlz, viewport data, request tokens, query-rewrite telemetry, and session context

Scope noteGoogle does not publish a complete meaning for every opaque field.

FeverTested flow
Preserves
A visible page selection such as highlight
Removes
ad, ad_id, ref, and campaign or click IDs

Scope noteCloak keeps visible event selection while dropping ad context.

Proof you can use

Let Cloak read the URL.

You keep shopping. Cloak handles the browser-visible trail within its tested scope.

Download and activate

Evidence review updated September 4, 2026. Vendor behavior can change; Cloak keeps compatibility claims tied to the shipped regression matrix.