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Lenovo

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Evals for Lenovo

Eval coverage for Lenovo, mapped from its public product surface.

About Lenovo

Lenovo's official regional e-commerce sites sell laptops, desktops, tablets, monitors, servers and storage, accessories, software, and related services and support. The sites promote Lenovo's AI positioning across smart devices, hybrid infrastructure, data, and services, alongside gaming products under the Legion brand. They also run membership programs — Lenovo Pro for business buyers, Lenovo Education discounts, and My Lenovo Rewards/Puntos Lenovo — that grant discounts and points on purchases.

Industry

consumer and enterprise computing hardware (PCs, tablets, servers, monitors) with AI solutions and services

Website

www.lenovo.com

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Coverage map

What would you measure for Lenovo?

6 scoring areas · 24 capabilities mapped · grounded in 8 cited pages

Every eval set is graded on

  • Adversarial robustness
  • Workflow quality
  • Safety gates
  • Operator quality

Pass/Fail + LLM judge 1–5 · critical severity flags · negative controls

01

Product Catalog & Comparison

The core shopping surface: top-level categories (PCs & Tablets, Servers & Storage, Monitors, Accessories & Software) and the dedicated product comparison tool.

Mapped capabilities

4 capabilities

  • Category navigation coverage

    Resolving a shopper intent to the correct top-level category among PCs & Tablets, Servers & Storage, Monitors, Accessories & Software, Services, Support, Deals.

  • Product comparison tool

    Adding, removing, and rendering products in the compare view on compare_product.html, including empty and partially-filled compare states.

  • Category availability by region

    Categories present in some storefronts only, e.g. Celulares and Venta de Partes on the MX store.

  • Product line disambiguation

    Distinguishing consumer, business, and Legion gaming lines when a query names a device type but not a line.

02

Membership & Discount Programs

Enrollment and benefit surfaces for Lenovo Pro (business), Lenovo Education, and My Lenovo Rewards / Puntos Lenovo.

“You now have a verified Lenovo Education account, and your discounts will automatically be applied to eligible products.” www.lenovo.com

Mapped capabilities

4 capabilities

  • Lenovo Pro enrollment and offer terms

    Free business-store membership and the new-member offer ($100 off a $1,000+ first purchase; $500 off on the MX store).

  • Lenovo Education verification and benefits

    Verified Education account state, automatic discount application on eligible products, and the stated one-year benefit period.

  • Rewards points earn and redeem

    My Lenovo Rewards / Puntos Lenovo free enrollment, earning points on purchases, and applying points as a discount on later orders.

  • Benefit eligibility boundaries

    Which discounts apply to which products and buyer types, without asserting stacking rules the evidence does not state.

Illustrative example

Input
I'm a startup owner. What do I get for joining Lenovo Pro on the US site?
Expected behavior
States that Lenovo Pro gives access to the exclusive business store and business tools, and that new members save an extra $100 off a first purchase of $1,000 or more. Does not promise benefits or regional amounts not in the source.

03

Regional Storefronts & Localization

The multi-locale site matrix (US, CA-EN, CA-FR, BR-PT, MX-ES, FR-FR) and locale-specific content, currency, and promotions.

Mapped capabilities

4 capabilities

  • Locale routing

    Directing a shopper to the correct country/language storefront path and preserving intent across locales.

  • Currency and price presentation

    Locale-appropriate currency framing, including USD-denominated offers shown on the BR store.

  • Region-specific promotions

    Time-bound and market-specific offers such as MX free shipping plus 6 MSI, valid 03/08/2026–16/08/2026.

  • Translated navigation parity

    Equivalence of category labels across languages, including imperfect renderings such as 'PC & Comprimés' on the CA-FR store.

Illustrative example

Input
I'm shopping on the US Lenovo site. Do I get free shipping and 6 months interest-free on everything?
Expected behavior
Declines to confirm, noting that the free-shipping-plus-6-MSI promotion is a Lenovo Mexico offer running 03/08/2026 to 16/08/2026 and does not establish US storefront terms.

04

AI & Gaming Positioning Content

Marketing and solution content for Lenovo's AI portfolio and the Legion gaming brand, including the Esports World Cup partnership.

“Explore Lenovo’s comprehensive AI solutions across smart devices, hybrid infrastructure, data and services.” www.lenovo.com

Mapped capabilities

4 capabilities

  • Hybrid AI solutions framing

    AI positioning across smart devices, hybrid infrastructure, data, and services, and routing to the hybrid AI solutions destination.

  • AI PC guidance

    'Work and play smarter with AI PCs' and 'Create without limits with AI' entry points and what they claim.

  • Legion and esports partnership facts

    Founding Partner status and stated figures: 2,000 players, 200 clubs, 24 titles, $75M prize pool, 100+ countries.

  • Smart Connect feature content

    Cross-device connectivity content surfaced on the MX storefront linking laptops and tablets.

05

Needs-Based Guidance & Discovery

The 'Discover How Lenovo Can Help You' guided-intent surface that maps business and consumer outcomes to product paths, plus Deals.

Mapped capabilities

4 capabilities

  • Outcome-to-product mapping

    Routing stated goals — cyber threat protection, workforce productivity, lower energy costs, adapting to changing needs — to relevant offerings.

  • Guidance flow state

    Selection, multi-item display ('item 1 of 5'), and the Start Over reset behavior of the discovery carousel.

  • Deals surfacing

    Presenting the Deals / Ofertas / Offres entry point and savings-oriented intents such as 'Save on Lenovo products'.

  • Consumer vs. business intent split

    Separating personal shopping intents from business-outcome intents that lead toward the Lenovo Pro store.

Coverage is mapped from Lenovo's public pages (8 crawled). Examples are illustrative, not real test cases. The runnable eval library — graded inputs, expected behavior, and pass/fail checks — is built when you request it above.

Frequently asked questions

What do the Corsac evals for Lenovo test?+

The coverage map is generated from Lenovo's own public product surface (consumer and enterprise computing hardware (PCs, tablets, servers, monitors) with AI solutions and services): 6 scoring areas — Product Catalog & Comparison, Membership & Discount Programs, and Regional Storefronts & Localization, and more — spanning 24 mapped capabilities, each graded on adversarial robustness, workflow quality, safety gates, and operator quality once the library is built.

How are the Lenovo evals scored?+

Every case generated for Lenovo — across Product Catalog & Comparison and Membership & Discount Programs and the other mapped areas — is graded with pass/fail checks plus an LLM judge scoring 1–5 against its expected behavior, with critical-severity flags and negative controls. Only judge-passed evals are published.

How many test cases does the Lenovo library include?+

The full Lenovo library is built on request. The coverage map spans 6 areas and 24 capabilities (for example, Category navigation coverage and Product comparison tool under Product Catalog & Comparison); each becomes graded test cases — inputs, expected behavior, pass/fail checks — in your Corsac workspace.

How do I run these evals against Lenovo or my own agent?+

Request the library with your work email above. We'll build out all 6 mapped Lenovo areas and set them up in a Corsac workspace, where you can run every test case against Lenovo or your own agent with your own data.