Public AI recommendation index
Fulfillment (3PL) for DTC brands
Based on 4 valid discovery answers for November 04, 2026.
- AIs:
- ChatGPT and Gemini
- Method:
- ChatGPT answers are read from its public web interface. Gemini answers come from Google's model API, which may answer from the model alone, without searching the web.
- Questions asked:
- “best 3PL for DTC brands” and “ecommerce fulfillment company for a growing online store”
- 1ShipBobnamed in 2 answers
- 2Storage feesnamed in 2 answers
- 3Custom pricingnamed in 1 answer
- 4DHL Supply Chain / FedEx Fulfillmentnamed in 1 answer
- 5Handles picknamed in 1 answer
- 6Inventory ownershipnamed in 1 answer
- 7Kittingnamed in 1 answer
- 8Omni Interactions / Whiplashnamed in 1 answer
- 9Order Volume & Minimumsnamed in 1 answer
- 10Packaging materialsnamed in 1 answer
- 11Pick-and-pack feesnamed in 1 answer
- 12Receiving feesnamed in 1 answer
- 13Receiving/Unloading feesnamed in 1 answer
- 14Red Stag Fulfillmentnamed in 1 answer
- 15Return processingnamed in 1 answer
- 16Returns Managementnamed in 1 answer
- 17ShipMonknamed in 1 answer
- 18Shipfusionnamed in 1 answer
- 19Shopifynamed in 1 answer
- 20Specialized handlingnamed in 1 answer
Frequently cited sources
- redstagfulfillment.com (2 citations)
- shipbob.com (2 citations)
- shipmonk.com (2 citations)
- 3plhub.co (1 citation)
- eva.guru (1 citation)
- fitsmallbusiness.com (1 citation)
- flow.space (1 citation)
- fulfillrite.com (1 citation)
- fulfyld.com (1 citation)
- ksp3pl.com (1 citation)
History
One row per round of questions. A round is published only when every question was answered validly on every AI.
| Round | Valid answers | Most named |
|---|---|---|
| November 04, 2026 | 4 | ShipBob, Storage fees, and Custom pricing |
AI crawlers and agents across the web
Largest shares of AI crawler requests across Cloudflare in the last 28 days: Googlebot 23.5%, ClaudeBot 12.9%, Meta-ExternalAgent 9.3%, and Applebot 8.2%.
Of 115,468 sites Cloudflare scanned on November 02, 2026, 4.3% serve pages as Markdown to agents, 8.9% declare Content Signals and 0.6% publish an MCP server card.