Subcategory · AI Citation Index
Shipping & Fulfillment
This is a fragmented category where no brand owns AI attention outright. Shippo and ShipBob trade citations query-for-query (78% and 76% of discovery prompts, respectively), both visible across ChatGPT, Perplexity, Gemini, and Claude. EasyPost trails within five points at 73%, also surfacing on every engine. Blue Yonder and Manhattan Associates appear in two-thirds and 59% of queries, respectively, occupying the next tier. The evaluation stage is too thin to report head-to-head outcomes — only IBM Sterling Order Management meets the sample threshold, and a single brand tells no story. The category shape: contested but shallow, with three brands trading eyeballs and no clear consensus pick.
49 discovery queries · 12 head-to-heads · refreshed May 1, 2026
Discovery stage
The shortlist
Across 49 buyer-style "Shipping & Fulfillment" queries
Shippo surfaces in 78% of buyer queries about shipping and fulfillment software, visible across all four engines we track. ShipBob appears in 76% of those same queries, also on every engine. EasyPost lands in 73% of discovery prompts with the same cross-engine reach. Blue Yonder and Manhattan Associates complete the top five, appearing in 69% and 59% of queries, respectively, with full model diversity. Loop Returns is a step behind at 33%, absent on one engine.
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Brands to know
In this category
Shippo
Multi-carrier shipping API for e-commerce platforms
Read brand profile →ShipBob
Third-party logistics provider with distributed warehousing
Read brand profile →EasyPost
Developer-first shipping API for carrier integrations
Read brand profile →IBM Sterling Order Management
RiserEnterprise order orchestration for omnichannel retailers
Read brand profile →Citation sources
Where AI pulls citations from
640 citations captured across Shipping & Fulfillment prompt runs.
Vendor pages
230Product, help, and marketing pages from tracked vendors
Independent sources
156Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Shipping & Fulfillment questions
Every query in this category is top-of-funnel exploration. Buyers ask AI for the best shipping and fulfillment tools by business model ('how do retailers handle last-mile delivery challenges'), by company size ('top shipping and fulfillment tools for retail businesses'), or by operational pain point ('what's effective for managing freight claims and disputes'). No head-to-head comparison queries or pricing questions appear in the sample set.
Discovery
Buyers exploring the category- 26 Best Order Fulfillment Software Ranked for 2026 | The Retail Exectheretailexec.com
- Top 10 Best Order Fulfillment Software in 2025 | Ship with Minashipwithmina.com
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Shipping & Fulfillment?
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