Warehouse automation software: AI search visibility ranking (2026)
How AI search engines rank warehouse automation software 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. Warehouse automation platforms used to orchestrate robotics, picking, replenishment, labor, and fulfillment workflows across modern distribution operations. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers ask AI engines about Warehouse automation software, Blue Yonder frequently emerges as the leader, mentioned 12.5% of the time. Alongside Blue Yonder, brands like Dematic and Locus Robotics are also highlighted. Blue Yonder's prominence in mentions underscores its influential position in the market, making it a top contender for consideration.
The rankings reflect the sources that AI engines frequently cite: YouTube, Gartner, and Logiwa. These are primarily aggregator and review sites, meaning they consolidate expert insights and user reviews. The recurring presence of these domains suggests that visibility and reputation on such platforms significantly influence brand rankings.
For buyers, understanding what AI engines prioritize offers valuable insight. Recent reviews, third-party validation, and strong topical authority are key elements. When choosing from this list, considering how well a brand performs in these areas can provide a competitive edge, reflecting its recognition and trustworthiness in the warehouse automation software market.
At a glance
What we observed in this category
Blue Yonder and Dematic share the top two positions with identical visibility scores of 12.5% and composite scores of 8.8, well above the category average of 1.2%. Every other brand in the top 10 sits at 0.0% visibility, making the gap between the leaders and the rest effectively absolute. Manhattan Associates held rank 1 in the prior period with 25.0% visibility but has since dropped to rank 7 with 0.0% visibility, a swing of negative 25.0 points, illustrating how unstable AI visibility is in this category.
Locus Robotics and Swisslog present a clear divergence between being named and being trusted as a source. Both carry 0.0% visibility but 12.5% citation rates, meaning Google AI Mode references their domains as evidence without surfacing them as named brands in responses. Blue Yonder and Dematic show the inverse pattern: 12.5% visibility each but 0.0% citation, indicating AI describes them prominently without anchoring to their owned content as a sourcing reference.
Google AI Mode is the sole engine recorded across all 20 brands in this audit, so all visibility and citation activity is concentrated there with no signal from alternative engines. The top cited sources for this category are youtube.com, gartner.com, logiwa.com, and forbes.com, among others. None of these sources are brand-owned domains from the top 10, which suggests AI is anchoring its warehouse automation answers on third-party analyst, video, and review content rather than vendor websites directly.
Movers & shakers since last refresh
Biggest visibility risers
-
Dematic 0% → 12% · rank #13 → #2+12pp
Biggest visibility fallers
-
Manhattan Associates 25% → 0% · rank #1 → #7-25pp
-
Swisslog 12% → 0% · rank #2 → #4-12pp
-
Fetch Robotics 12% → 0% · rank #4 → #8-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
blueyonder.com
|
12% | 0% | Google AI Mode |
Blue Yonder leads with 12.5% visibility and a composite score of 8.8, roughly ten times the category average visibility of 1.2%, but records zero citation activity. |
||||
| 2 |
dematic.com
|
12% | 0% | Google AI Mode |
Dematic matches Blue Yonder exactly at 12.5% visibility and 8.8 composite score, and is the category's biggest riser, jumping 11 places from rank 13 with a visibility delta of plus 12.5 points. |
||||
| 3 |
locusrobotics.com
|
0% | 12% | Google AI Mode |
Locus Robotics has zero visibility but a 12.5% citation rate, placing it among the cited-not-named brands whose domains are used as sources rather than as featured answers. |
||||
| 4 |
swisslog.com
|
0% | 12% | Google AI Mode |
Swisslog lost 12.5 visibility points from the prior period but gained 12.5 citation points, suggesting a shift from being named in answers to being referenced as a background source. |
||||
| 5 |
6river.com
|
0% | 0% | Google AI Mode |
6 River Systems sits at rank 5 with a composite score of 0.0, recording no visibility and no citations, identical in AI presence to six other brands in the tracked top 10. |
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| 6 |
greyorange.com
|
0% | 0% | Google AI Mode |
| 7 |
manh.com
|
0% | 0% | Google AI Mode |
| 8 |
zebra.com
|
0% | 0% | Google AI Mode |
| 9 |
geekplus.com
|
0% | 0% | Google AI Mode |
| 10 |
symbotic.com
|
0% | 0% | Google AI Mode |
| 11 |
autostoresystem.com
|
0% | 0% | Google AI Mode |
| 12 |
exotec.com
|
0% | 0% | Google AI Mode |
| 13 |
kardex.com
|
0% | 0% | Google AI Mode |
| 14 |
ocadointelligentautomation.com
|
0% | 0% | Google AI Mode |
| 15 |
inviarobotics.com
|
0% | 0% | Google AI Mode |
| 16 |
mujin.com
|
0% | 0% | Google AI Mode |
| 17 |
quicktron.com
|
0% | 0% | Google AI Mode |
| 18 |
koerber-supplychain.com
|
0% | 0% | Google AI Mode |
| 19 |
sap.com
|
0% | 0% | Google AI Mode |
| 20 |
fortna.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on warehouse automation software, 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. More on visibility →
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. More on citation rate →
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. How AI engines pick sources →
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. How AI search ranking works →
Get your own warehouse automation software 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 warehouse automation software AI visibility
Who leads AI visibility in warehouse automation software?
Blue Yonder and Dematic jointly lead with 12.5% visibility each and composite scores of 8.8, far above the category average of 1.2%. All other tracked brands in the top 10 currently record 0.0% visibility.
What sources does Google AI Mode cite most for warehouse automation research?
The top cited sources in this category are youtube.com, gartner.com, logiwa.com, guideflow.com, and forbes.com. None of these are brand-owned domains from the leading vendors.
Which brands are cited by AI but not named in answers?
Locus Robotics and Swisslog both carry 12.5% citation rates but 0.0% visibility, meaning their domains appear as source references in AI responses without the brands being surfaced as named recommendations.
Which brand has seen the biggest drop in AI visibility recently?
Manhattan Associates fell from rank 1 to rank 7, losing 25.0 visibility points to reach 0.0%, the largest single decline recorded in this audit period.
Which brand has risen fastest in AI visibility for warehouse automation?
Dematic is the biggest riser, climbing 11 positions from rank 13 to rank 2 with a visibility delta of plus 12.5 points.
How concentrated is AI visibility across the warehouse automation software category?
Visibility is highly concentrated: only two of the 20 tracked brands register any visibility at all, and the category average sits at just 1.2%, reflecting a near-winner-takes-all pattern in current AI responses.