ReevolSignal

Sumei Express

US · Logistics · smexpress.us

Last refreshed 2026-05-22

5Dark Signal

Based on 3 AI engines across 1 buyer language.

Dimension breakdown

How AI engines perceive Sumei Express across the five Signal dimensions.

AI Recommendation Rate0 / 100

Weight 30%

Identity & Presence0 / 100

Weight 20%

Product Clarity0 / 100

Weight 20%

Buyer Trust0 / 100

Weight 15%

Digital Footprint30 / 100

Weight 15%

What AI says

AI engines have very limited information about Sumei Express, a Logistics supplier in us. Across recent queries the company scored 5 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 30 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o mini, Claude Haiku, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.

AI engine breakdown

One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.

AI EngineFoundSentimentRatingProducts mentionedCertifications
GPT-4o mini0 / 2not foundNoneNone
Claude Haiku0 / 2not foundNoneNone
DeepSeek0 / 1not foundNoneNone

Improvement Roadmap

Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.

  1. 1

    Register company on Google Business Profile and major logistics directories

    +18 pts

    Create or claim a Google Business Profile with complete company details, phone, and service area. Simultaneously register on FreightCenter, Logisticsgems, and the National Motor Freight Traffic Association directory. These are primary discovery sources for B2B logistics buyers and AI crawlers; zero registrations explain why LLMs found the company in zero of five attempts.

    Identity & PresenceLow effort

  2. 2

    Document and publish core logistics services with specific capabilities

    +16 pts

    Add a detailed Services page listing exact offerings (e.g., FTL, LTL, hazmat, temperature control, regional lanes served). Include geographic coverage, vehicle types, and handling certifications. AI systems currently have zero product data; structured service documentation will populate recommendation systems and distinguish Sumei from generic competitors.

    Product ClarityMedium effort

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Sumei Express: AI Readiness Score | Reevol Signal