Order management systems: AI search visibility ranking (2026)
How AI search engines rank order management systems by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Order management systems used to orchestrate inventory, routing, fulfillment, returns, and post-purchase operations across sales channels. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 15, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Shopify dominates this category with a composite score of 8.8 and visibility of 12.5%, against a category average of just 0.6%. That gap is significant: every other named brand in the top 10 scores 0.0 on both visibility and composite score. Shopify is also the only brand flagged as a visibility riser, having moved from zero to 12.5% visibility in the current period. No other brand recorded any movement in either direction.
Logiwa presents the clearest divergence between visibility and citation in this dataset. It holds rank 2 with a citation rate of 12.5% but zero visibility, meaning Google AI Mode references or links to Logiwa content without surfacing the brand in named responses. Shopify shows the inverse pattern: 12.5% visibility with zero citations. These two brands together illustrate that being named and being cited are distinct signals in this category, and no brand currently achieves both.
Google AI Mode is the sole engine recorded across all 20 brands in this audit. The top cited sources include youtube.com, gartner.com, g2.com, softwareworld.co, and logiwa.com itself, suggesting the AI is anchoring on review aggregators and analyst platforms rather than vendor domains. The presence of flow.space and doss.com alongside gartner.com and g2.com indicates the AI draws from a mixed tier of sources, combining authoritative analyst content with niche logistics and fulfilment sites.
Movers & shakers since last refresh
Biggest visibility risers
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Shopify 0% → 12% · rank #0 → #1+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
shopify.com
|
12% | 0% | Google AI Mode |
Shopify leads the category with 12.5% visibility and a composite score of 8.8, more than 14 times the category average visibility of 0.6%, but records zero citations. |
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| 2 |
logiwa.com
|
0% | 12% | Google AI Mode |
Logiwa holds rank 2 with 12.5% citation and zero visibility, the only brand cited by Google AI Mode without also appearing in named brand responses. |
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| 3 |
manh.com
|
0% | 0% | Google AI Mode |
Manhattan Associates sits at rank 3 with a composite score of 0.0 and zero recorded visibility or citations, despite being a recognised enterprise OMS vendor. |
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| 4 |
fluentcommerce.com
|
0% | 0% | Google AI Mode |
Fluent Commerce ranks 4th but posts zero across all scored metrics, indicating no measurable AI Mode presence in the current audit period. |
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| 5 |
ibm.com
|
0% | 0% | Google AI Mode |
IBM Sterling ranks 5th with a composite score of 0.0, matching the pattern of ranks 3 through 10 where no visibility or citation activity was recorded. |
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| 6 |
oracle.com
|
0% | 0% | Google AI Mode |
| 7 |
salesforce.com
|
0% | 0% | Google AI Mode |
| 8 |
brightpearl.com
|
0% | 0% | Google AI Mode |
| 9 |
cin7.com
|
0% | 0% | Google AI Mode |
| 10 |
extensiv.com
|
0% | 0% | Google AI Mode |
| 11 |
orderhive.com
|
0% | 0% | Google AI Mode |
| 12 |
extensiv.com
|
0% | 0% | Google AI Mode |
| 13 |
linnworks.com
|
0% | 0% | Google AI Mode |
| 14 |
deposco.com
|
0% | 0% | Google AI Mode |
| 15 |
kibocommerce.com
|
0% | 0% | Google AI Mode |
| 16 |
unleashedsoftware.com
|
0% | 0% | Google AI Mode |
| 17 |
oracle.com
|
0% | 0% | Google AI Mode |
| 18 |
shiphero.com
|
0% | 0% | Google AI Mode |
| 19 |
ordoro.com
|
0% | 0% | Google AI Mode |
| 20 |
acumatica.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on order management systems, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own order management systems brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about order management systems AI visibility
Who leads AI visibility in the order management systems category?
Shopify leads with 12.5% visibility and a composite score of 8.8, far ahead of every other brand in the audit. All other top-10 brands score 0.0 on the composite metric.
Which brand is most cited by Google AI Mode for order management systems?
Logiwa has the highest citation rate at 12.5%, matching Shopify's visibility figure, but Logiwa records zero visibility, meaning it is cited in sources rather than named directly.
What sources does Google AI Mode anchor on for order management systems research?
The top cited sources include youtube.com, gartner.com, g2.com, softwareworld.co, flow.space, doss.com, and logiwa.com, combining analyst platforms, review aggregators, and niche logistics sites.
How concentrated is AI visibility in this category?
Visibility is highly concentrated: Shopify accounts for all recorded brand visibility at 12.5%, while the category average sits at 0.6% and 18 of the top 20 brands show zero visibility.
Are any brands both visible and cited in the order management systems category?
No brand in the current audit achieves both visibility and citation simultaneously. Shopify leads on visibility with zero citations, and Logiwa leads on citations with zero visibility.
Which engine is driving AI visibility for order management systems brands?
Google AI Mode is the only engine recorded across all 20 brands in this audit, with no other engine contributing to any brand's visibility or citation score.