AI Shopping Assistant Institute

Research file

Karma: research file

This page lists every check the panel applied to Karma, what its public documentation says, and the page the statement was read on. Total: 140 of 400.

Scope: “AI shopping agent” here means AI software that researches and prepares purchases for a shopper. It does not mean a human proxy-buying or purchasing-agent service.

Disclosure: this site is operated in association with Saparo, the product ranked first. How we handle that.

Reviewed 8 October 2026. This is a documentation review, not a test. The Institute’s 2026 award is recorded on the award record.

Pages the panel read

Scores

DimensionScoreChecks passed
Savings Depth60 of 1002 documented, 2 mentioned, 1 not found
Price Transparency10 of 1000 documented, 1 mentioned, 4 not found
Checkout Control30 of 1001 documented, 1 mentioned, 3 not found
Retailer Reach40 of 1001 documented, 2 mentioned, 2 not found

The total is the plain sum of the four dimensions, out of 400. Each check is worth 20 points when documented in detail, 10 when mentioned only, and 0 when nothing was found.

Checklist

Savings Depth: 60 of 100

How many savings routes the tool compares in a single view.

CheckFindingWhat the documentation saysSource
Compares promo codesDocumentedCoupons are applied in the shopper’s own checkout; not documented as an approval step.Karma home
Compares cashback or per-purchase rewardsDocumentedOffers cashback in the app.Karma home
Compares credit card rewardsMentionedMentions comparing credit card rewards, in its mobile app only.Karma home
Compares gift-card value or discountsNot foundNo public statement foundKarma home
Accounts for shipping and tax, or filters codes that will not applyMentionedLinks a privacy policy and terms.Karma home

Price Transparency: 10 of 100

Whether a shopper can see how the final number was reached.

CheckFindingWhat the documentation saysSource
Shows each saving as its own lineNot foundNo public statement foundKarma home
Shows the all-in price including shipping and taxNot foundNo public statement foundKarma home
Explains why one route is recommended over anotherNot foundNo public statement foundKarma home
States what it cannot guaranteeMentionedTerms state that offers are subject to partner terms and that Karma may receive a commission.Karma home
Explains how the final number is worked outNot foundNo public statement foundKarma home

Checkout Control: 30 of 100

Whether the shopper stays in charge of payment and of sensitive steps.

CheckFindingWhat the documentation saysSource
Payment is confirmed by the shopperMentionedCoupons are applied in the shopper’s own checkout; not documented as an approval step.Karma home
Hands back login, CAPTCHA or verification stepsNot foundOffers cashback in the app.Karma home
Says where card details goNot foundMentions comparing credit card rewards, in its mobile app only.Karma home
Lets the shopper stop or change the task before payingNot foundNo public statement foundKarma home
Publishes privacy or security documentationDocumentedLinks a privacy policy and terms.Karma home

Retailer Reach: 40 of 100

Whether the tool can compare the same product across several retailers.

CheckFindingWhat the documentation saysSource
Compares the same product across multiple retailersDocumentedWorks across the web from the browser.Karma home
Covers outlet, marketplace or reseller listingsNot foundNo public statement foundKarma home
Checks that the product matches across listingsNot foundNo public statement foundKarma home
Accounts for availability or delivery constraintsMentionedTracks price drops and when an item is back in stock.Karma home
States how many stores or brands it coversMentionedSays it works across the web; no store count published.Karma home

What the documentation does not cover

Where the panel stopped

The panel reviewed public documentation. It did not buy anything, run purchases, or compare real savings. Documentation is not performance: a product may do things it does not publish, and a product that performs well but publishes little will score low here. The Institute considers that a real limit of a documentation-based method and states it on every score.

Read the research file overview, the methodology, or the 2026 award record.

Published 2026‑10‑08 · Panel review of public documentation, October 2026