Warehouse robotics software: AI search visibility ranking (2026)
How AI search engines rank warehouse robotics 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. Robotics and orchestration platforms used to automate picking, movement, storage, and fulfillment inside warehouses and distribution centers. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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At a glance
What we observed in this categoryauto-generated
Locus Robotics dominates this category with a composite score of 16.2, visibility of 12.5%, and citation rate of 25.0%. Every other brand in the top 10 scores 0.0 on the composite, making this effectively a one-brand landscape in AI Mode. The gap is not marginal: Locus sits at more than 20 times the category average visibility of 0.6%, which means buyers using Google AI Mode for research will encounter Locus almost exclusively among named competitors.
Vecna Robotics presents the clearest divergence between visibility and citation in this dataset. It holds 0.0% visibility yet records a 12.5% citation rate, meaning Google AI Mode references Vecna as a source or supporting evidence without surfacing it as a named brand in responses. Geek+, 6 River Systems, GreyOrange, AutoStore, Swisslog, Exotec, Symbotic, and Ocado Intelligent Automation all register zero on both metrics, confirming that being a known market player does not translate to any measurable AI presence here.
The top cited sources for this category include youtube.com, bestopschainai.com, locusrobotics.com, reddit.com, and logistics operator sites such as geodis.com and elementlogic.net. This pattern suggests Google AI Mode is anchoring its warehouse robotics software responses on video content, aggregator publications, and end-user operator perspectives rather than on vendor domains. Only locusrobotics.com appears in both the cited sources list and the brand rankings, reinforcing its structural advantage in this AI channel.
Movers & shakers since last refresh
Biggest visibility risers
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Locus Robotics 0% → 12% · rank #0 → #1+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
locusrobotics.com
|
12% | 25% | Google AI Mode |
Locus Robotics leads with 12.5% visibility and 25.0% citation rate, both figures dwarfing the category averages of 0.6% and 1.9% respectively, making it the only brand with meaningful AI presence. |
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| 2 |
vecnarobotics.com
|
0% | 12% | Google AI Mode |
Vecna Robotics holds 0.0% visibility but a 12.5% citation rate, the largest visibility-to-citation gap among all ranked brands, indicating it is cited as a reference but not named in AI responses. |
||||
| 3 |
geekplus.com
|
0% | 0% | Google AI Mode |
Geek+ scores 0.0 across all metrics despite ranking third overall, suggesting its position reflects traditional market standing rather than any measurable presence in Google AI Mode outputs. |
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| 4 |
6river.com
|
0% | 0% | Google AI Mode |
6 River Systems records zero visibility, zero citations, and a composite score of 0.0, identical to ranks 3 and 5 through 10, with no differentiation visible in the AI Mode data. |
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| 5 |
greyorange.com
|
0% | 0% | Google AI Mode |
GreyOrange sits at 0.0% on every metric, indistinguishable from six other top-10 brands, confirming that AI Mode currently makes no distinction among the lower-ranked warehouse robotics vendors. |
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| 6 |
autostore.com
|
0% | 0% | Google AI Mode |
| 7 |
swisslog.com
|
0% | 0% | Google AI Mode |
| 8 |
exotec.com
|
0% | 0% | Google AI Mode |
| 9 |
symbotic.com
|
0% | 0% | Google AI Mode |
| 10 |
ocadointelligentautomation.com
|
0% | 0% | Google AI Mode |
| 11 |
zebra.com
|
0% | 0% | Google AI Mode |
| 12 |
seegrid.com
|
0% | 0% | Google AI Mode |
| 13 |
berkshiregrey.com
|
0% | 0% | Google AI Mode |
| 14 |
tompkinsrobotics.com
|
0% | 0% | Google AI Mode |
| 15 |
inviarobotics.com
|
0% | 0% | Google AI Mode |
| 16 |
addverb.com
|
0% | 0% | Google AI Mode |
| 17 |
hairobotics.com
|
0% | 0% | Google AI Mode |
| 18 |
quicktron.com
|
0% | 0% | Google AI Mode |
| 19 |
koerber-supplychain.com
|
0% | 0% | Google AI Mode |
| 20 |
dematic.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on warehouse robotics 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.
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 warehouse robotics 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 robotics software AI visibility
Who leads AI visibility in warehouse robotics software?
Locus Robotics leads with a composite score of 16.2, visibility of 12.5%, and citation rate of 25.0%. No other brand in the top 10 records any composite score above 3.8.
What is the average AI visibility for warehouse robotics software brands?
The category average visibility is 0.6% and the average citation rate is 1.9%, both figures pulled up almost entirely by Locus Robotics since 18 of 20 brands appear to have zero or near-zero scores.
Which brand has the biggest gap between being cited and being named in AI responses?
Vecna Robotics shows the starkest divergence, with a 0.0% visibility score but a 12.5% citation rate, meaning AI Mode uses it as a source without surfacing it as a named recommendation.
What sources does Google AI Mode cite most for warehouse robotics software research?
The top cited sources include youtube.com, bestopschainai.com, locusrobotics.com, reddit.com, geodis.com, and elementlogic.net, indicating AI Mode relies on video, aggregator, and logistics operator content rather than vendor sites broadly.
How concentrated is AI visibility in this category?
Visibility is highly concentrated: Locus Robotics accounts for virtually all measurable AI presence, while 8 of the top 10 ranked brands score 0.0 on both visibility and composite metrics.
Which engine drives AI visibility for warehouse robotics software brands?
Google AI Mode is the top engine recorded for every brand in this audit, and all measurable visibility and citation activity originates from that single channel.