Which 3PL and ecommerce fulfillment companies do ChatGPT, Gemini and Google AI recommend? (October 2026)
When US ecommerce brands ask AI engines which 3PL to use, the answer is close to settled. ShipBob was named most often, in 52 of 58 answers (89.7%), followed by ShipMonk (42) and Red Stag Fulfillment (34). All 58 answers named at least one firm, and 68 different firms were named in total, 33 of them only once.
By Frederik Jakobsen, founder of Danish Lead Co and SourceRank AI. Measured 10 October 2026, published October 2026.
The firms AI named most often
Share of all 58 answers that named the firm as a provider, and how many answers on each engine named it. An answer counts once per firm however often it repeats the name.
100.0%
Answers that named at least one provider firm: 58 of 58. Every answer named firms.
68 firms
Distinct firms named across all 58 answers. 33 of them were named in only one answer.
40.8%
Share of all 314 firm mentions taken by the three most named firms, ShipBob, ShipMonk and Red Stag Fulfillment.
| # | Firm | Answers naming it | Engines | ChatGPT of 12 | Gemini of 12 | Copilot of 10 | AI Mode of 12 | AI Overviews of 12 |
|---|---|---|---|---|---|---|---|---|
| 1 | ShipBob | 52 of 58 89.7% | 5 of 5 | 11 | 12 | 7 | 11 | 11 |
| 2 | ShipMonk | 42 of 58 72.4% | 5 of 5 | 11 | 8 | 6 | 8 | 9 |
| 3 | Red Stag Fulfillment | 34 of 58 58.6% | 5 of 5 | 8 | 9 | 6 | 7 | 4 |
| 4 | Amazon (FBA and Multi-Channel Fulfillment) | 14 of 58 24.1% | 5 of 5 | 3 | 4 | 1 | 3 | 3 |
| 5 | SHIPHYPE | 13 of 58 22.4% | 3 of 5 | 0 | 0 | 6 | 3 | 4 |
| 6 | Stord | 11 of 58 19.0% | 4 of 5 | 4 | 2 | 0 | 2 | 3 |
| 7 | Shipfusion | 10 of 58 17.2% | 3 of 5 | 5 | 2 | 0 | 0 | 3 |
| 8 | Flexport | 8 of 58 13.8% | 5 of 5 | 2 | 2 | 2 | 1 | 1 |
| 9 | eFulfillment Service | 8 of 58 13.8% | 5 of 5 | 2 | 3 | 1 | 1 | 1 |
| 10 | DHL Supply Chain | 7 of 58 12.1% | 4 of 5 | 2 | 0 | 1 | 2 | 2 |
| 11 | Ryder | 6 of 58 10.3% | 3 of 5 | 2 | 2 | 0 | 2 | 0 |
| 12 | ShipCalm | 6 of 58 10.3% | 2 of 5 | 0 | 4 | 2 | 0 | 0 |
| 13 | Rush Order | 6 of 58 10.3% | 5 of 5 | 1 | 1 | 1 | 2 | 1 |
| 14 | AMZ Prep | 5 of 58 8.6% | 3 of 5 | 0 | 1 | 3 | 1 | 0 |
| 15 | GXO Logistics | 5 of 58 8.6% | 4 of 5 | 2 | 1 | 0 | 1 | 1 |
Top 15 of 68 firms. Engine columns show answers naming the firm out of that engine's measured answers. Firms with the same count are listed in the order the data was read.
What the answers show
- +ShipBob was named in 52 of 58 answers, 89.7%, the highest share of any firm in the ten categories measured on 10 October. ShipMonk (42) and Red Stag Fulfillment (34) complete a stable top three.
- +The three most named firms took 40.8% of all 314 firm mentions, and ShipBob was the most named firm on every engine (tied with ShipMonk on ChatGPT). In 12 of 12 questions at least two engines put the same firm first.
- +SHIPHYPE shows a second route in. It was named in 13 answers, none of them on ChatGPT or Gemini, and shiphype.com was the most cited domain in the category, in 19 answers. Copilot, AI Mode and AI Overviews read its own comparison pages and named it from them.
What each engine named
The most named firm per engine. ShipBob led on every engine, tied with ShipMonk on ChatGPT.
| Engine | Answers | Named a provider | Distinct firms | Most named firm on that engine |
|---|---|---|---|---|
| ChatGPT | 12 | 12 of 12 100.0% | 34 | ShipBob, ShipMonk (11 of 12) |
| Gemini | 12 | 12 of 12 100.0% | 27 | ShipBob (12 of 12) |
| Microsoft Copilot | 10 | 10 of 10 100.0% | 28 | ShipBob (7 of 10) |
| Google AI Mode | 12 | 12 of 12 100.0% | 21 | ShipBob (11 of 12) |
| Google AI Overviews | 12 | 12 of 12 100.0% | 31 | ShipBob (11 of 12) |
First-pick agreement: in 12 of the 12 questions where at least two engines named a firm, two or more engines named the same firm first. ShipBob was named by 5 of 5 engines.
The sources behind the recommendations
Most cited domains in the 42 answers that showed a source list. 3PLs' own pages make up most of the top ten.
| # | Cited domain | Kind | Answers citing it |
|---|---|---|---|
| 1 | shiphype.com | A named firm's own website | 19 of 42 45.2% |
| 2 | 3plhub.co | Other (blogs, listicles, publishers, other vendors) | 11 of 42 26.2% |
| 3 | redstagfulfillment.com | A named firm's own website | 9 of 42 21.4% |
| 4 | rushorder.com | A named firm's own website | 8 of 42 19.0% |
| 5 | shipcalm.com | A named firm's own website | 8 of 42 19.0% |
| 6 | fulfill.com | Directory, review or analyst site | 7 of 42 16.7% |
| 7 | shipbob.com | A named firm's own website | 6 of 42 14.3% |
| 8 | amzprep.com | A named firm's own website | 5 of 42 11.9% |
| 9 | warehousingcosts.com | Other (blogs, listicles, publishers, other vendors) | 5 of 42 11.9% |
| 10 | 3plguys.com | Other (blogs, listicles, publishers, other vendors) | 5 of 42 11.9% |
| 11 | thrive3pl.com | Other (blogs, listicles, publishers, other vendors) | 5 of 42 11.9% |
| 12 | atomixlogistics.com | A named firm's own website | 5 of 42 11.9% |
Out of the 42 answers that carried a source list (121 distinct domains). Sources per engine: ChatGPT 0 of 12, Gemini 8 of 12, Copilot 10 of 10, AI Mode 12 of 12, AI Overviews 12 of 12.
| Source kind | Answers citing at least one |
|---|---|
| A named firm's own website | 37 of 42 88.1% |
| Other (blogs, listicles, publishers, other vendors) | 34 of 42 81.0% |
| Directory, review or analyst site | 9 of 42 21.4% |
| Community forum | 5 of 42 11.9% |
| Social and video | 4 of 42 9.5% |
An answer can cite several kinds, so the rows do not sum to the total. "A named firm's own website" means the domain matches the name of a firm named in this category.
What the named firms have in common
Six of the ten most named firms had their own website cited by at least one engine in this run, and a named firm's own site was cited in 37 of the 42 answers that showed sources. In this category the engines read the providers directly more than they read directories.
How a firm in this category gets named
Being named depends on what the engines read. In this category, of the 42 answers that showed their sources, 37 cited a named firm's own website and 9 cited a directory, review or analyst site. The leaders are named without needing their own pages cited: ShipBob's site was cited in 6 answers but ShipBob was named in 52. Challengers got in the other way, by publishing specific comparison and pricing pages that the search-grounded engines cite. This is the work SourceRank AI does, described on the services page. The free site readiness check shows whether your site is structurally ready to be cited; it checks your site, it does not measure answers like the ones on this page. To see where your own firm stands in these answers, book a call.
Exactly what was measured
| Parameter | Value |
|---|---|
| Date | 10 October 2026, one run |
| Buyer questions | 12, each phrased as a buyer asking for a provider, varied by size, budget, situation and switching. Full list below |
| Answer engines | 5: ChatGPT, Gemini, Microsoft Copilot, Google AI Mode, Google AI Overviews |
| Engine cells | 60. One question on one engine |
| Answers measured | 58 of 60. The denominator for every share on this page. 2 Copilot answers were written for a buyer outside the US, a side effect of the third-party service we query Copilot through, and are excluded |
| Market | United States, English. Google AI Mode and AI Overviews were queried with a US location. ChatGPT, Gemini and Copilot were not given a location, the same as in our client measurement runs; Copilot answers that assumed a buyer abroad are excluded |
| Sources | Cited sources come from Gemini, Copilot, Google AI Mode and Google AI Overviews. ChatGPT's answers in this run came back without a machine-readable source list, so ChatGPT is not in the source tables |
| Firm extraction | One language model call per answer listed the firms the answer named as providers, excluding directories, publications, citation labels and tools. Names were normalised and aliases merged. A hand check of 20 answers across the study is reported on the hub page |
| Not measured | Location personalisation for the chat engines, logged-in or personalised sessions, run-to-run variation (this is a single run, and the same question asked again can return different firms), and model versions, which change without notice |
All 12 buyer questions
- Which 3PL should a DTC brand doing 5,000 orders a month use?
- Best ecommerce fulfillment companies for Shopify brands in the US
- Top third-party logistics providers for a growing ecommerce business
- We are outgrowing our current 3PL. Which fulfillment company should we switch to?
- Best 3PL for a subscription box company
- Which fulfillment centers are best for small ecommerce businesses shipping under 1,000 orders a month?
- Best 3PL for B2B and retail wholesale fulfillment plus DTC orders
- Which ecommerce fulfillment company offers the cheapest 2-day shipping across the US?
- Best 3PL for a supplement or beauty brand
- Recommend a 3PL with warehouses on both the East and West coast
- Which order fulfillment services are best for Amazon FBA prep and multichannel sellers?
- Most reliable 3PL partners for a fast-growing apparel brand
Cite this research
Journalists, analysts and writers are welcome to quote, chart and republish the figures on this page. Please credit SourceRank AI and link to this page as the source. For the underlying data, a comment from Frederik Jakobsen or a category we have not covered, see the press page.
Suggested citation
SourceRank AI (2026). Which 3PL and ecommerce fulfillment companies do ChatGPT, Gemini and Google AI recommend? Measured 10 October 2026. https://sourcerankai.com/research/who-ai-recommends/3pl-ecommerce-fulfillment/
Link to copy
<a href="https://sourcerankai.com/research/who-ai-recommends/3pl-ecommerce-fulfillment/">Which 3PL and ecommerce fulfillment companies do ChatGPT, Gemini and Google AI recommend? (SourceRank AI, October 2026)</a>Where to go next
All 22 category studies
Who AI recommends across 22 B2B categories, with the cross-category findings and the full method.
What AI engines cite by industry
The source mix behind AI answers in ten industries, from our September 2026 measurement runs.
AEO for this industry
What we do for firms in this space, and the questions their buyers ask AI.
Common questions
Which 3PL and ecommerce fulfillment companies does ChatGPT recommend?
In this October 2026 run ChatGPT named ShipBob and ShipMonk most often, in 11 of its 12 answers each. Across all five engines the most named were ShipBob (52 of 58 answers), ShipMonk (42) and Red Stag Fulfillment (34).
Do ChatGPT, Gemini and Google AI recommend the same 3PL and ecommerce fulfillment companies?
Partly. ShipBob was named by 5 of the 5 engines, and in 12 of the 12 questions at least two engines named the same firm first. Below the top few names the lists diverge: 33 of the 68 firms were named in only one answer.
How was this measured?
12 buyer questions asking for 3PL and ecommerce fulfillment companies were put once to ChatGPT, Gemini, Microsoft Copilot, Google AI Mode and Google AI Overviews on 10 October 2026, from a US English context. 58 answers were measured, and the firms each answer named as providers were extracted and counted once per answer. It is a single run, and the same question asked again can return different firms.