Backup and disaster recovery software: AI search visibility ranking (2026)
How AI search engines rank backup and disaster recovery 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. Backup and disaster recovery platforms used to protect data, replicate systems, restore workloads, and maintain business continuity after outages or attacks. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 14, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Datto leads the backup and disaster recovery software category with a visibility score of 37.5%, nearly 10 percentage points ahead of the next tier, where Veeam, Acronis, and Druva all sit at 25%. The category average visibility is just 6.9%, making Datto's position a significant outlier. This gap matters because AI-generated responses in Google AI Mode are concentrating brand mentions heavily at the top, leaving brands ranked fifth or lower with 12.5% visibility or zero, creating a steep drop-off for any brand outside the leading cluster.
A notable divergence exists between visibility and citation across this category. Every brand in the top six holds 0% citation, meaning Google AI Mode names these brands without linking back to their domains as sources. HYCU is the only brand in the top ten with any citation activity, at 12.5%, despite recording 0% visibility. This pattern suggests the AI is surfacing brand names from memory or training data rather than pulling from live brand-owned pages, decoupling named presence from trusted-source status entirely.
The top cited sources in this category are dominated by third-party and community platforms, specifically youtube.com, reddit.com, and gartner.com, alongside niche vendors such as zmanda.com, hycu.com, cloudian.com, and axcient.com. Google AI Mode is not anchoring on the homepages or documentation of the highest-visibility brands. Instead, it appears to draw on review aggregators, analyst content, and community discussion. This pattern is consistent across all engines in the data, as every brand in the top ten lists Google AI Mode as its top engine.
Movers & shakers since last refresh
Biggest visibility risers
-
Datto 0% → 38% · rank #0 → #1+38pp
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Veeam 0% → 25% · rank #0 → #2+25pp
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Acronis 0% → 25% · rank #0 → #3+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
datto.com
|
38% | 0% | Google AI Mode |
Datto's 37.5% visibility is more than five times the 6.9% category average, giving it a composite score of 26.2, the highest in the category, despite zero citation activity. |
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| 2 |
veeam.com
|
25% | 0% | Google AI Mode |
Veeam ties with Acronis and Druva at 25% visibility and a composite score of 17.5, sitting 12.5 points behind Datto but well above the 6.9% category average. |
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| 3 |
acronis.com
|
25% | 0% | Google AI Mode |
Acronis matches Veeam exactly at 25% visibility and a 17.5 composite score, with no citation activity differentiating it from Veeam or Druva in this dataset. |
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| 4 |
druva.com
|
25% | 0% | Google AI Mode |
Druva shares the same 25% visibility and 17.5 composite score as Veeam and Acronis, making the second tier a three-way tie with no citation separating the brands. |
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| 5 |
commvault.com
|
12% | 0% | Google AI Mode |
Commvault drops sharply to 12.5% visibility and a composite score of 8.8, less than half the score of the three-way tied second tier and double the zero-score brands below it. |
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| 6 |
backblaze.com
|
12% | 0% | Google AI Mode |
| 7 |
hycu.com
|
0% | 12% | Google AI Mode |
| 8 |
rubrik.com
|
0% | 0% | Google AI Mode |
| 9 |
cohesity.com
|
0% | 0% | Google AI Mode |
| 10 |
zerto.com
|
0% | 0% | Google AI Mode |
| 11 |
barracuda.com
|
0% | 0% | Google AI Mode |
| 12 |
crashplan.com
|
0% | 0% | Google AI Mode |
| 13 |
carbonite.com
|
0% | 0% | Google AI Mode |
| 14 |
n-able.com
|
0% | 0% | Google AI Mode |
| 15 |
ibm.com
|
0% | 0% | Google AI Mode |
| 16 |
veritas.com
|
0% | 0% | Google AI Mode |
| 17 |
arcserve.com
|
0% | 0% | Google AI Mode |
| 18 |
unitrends.com
|
0% | 0% | Google AI Mode |
| 19 |
azure.microsoft.com
|
0% | 0% | Google AI Mode |
| 20 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on backup and disaster recovery 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 backup and disaster recovery 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 backup and disaster recovery software AI visibility
Who leads AI visibility in backup and disaster recovery software?
Datto leads with 37.5% visibility and a composite score of 26.2, well ahead of the next tier where Veeam, Acronis, and Druva each hold 25%. The category average visibility is just 6.9%.
Which brands receive zero AI visibility in this category?
Rubrik, Cohesity, and Zerto all record 0% visibility and 0% citation, giving them composite scores of 0.0 despite being recognised vendors in the broader market.
What sources does Google AI Mode cite most for backup and disaster recovery research?
The top cited sources are youtube.com, reddit.com, and gartner.com, followed by niche vendor and community sites including zmanda.com, hycu.com, cloudian.com, and axcient.com.
Do high-visibility brands also receive the most citations in this category?
No. The top six brands by visibility all have 0% citation. HYCU is the only top-ten brand with any citation activity at 12.5%, despite recording 0% visibility.
Which engine drives AI visibility for brands in this category?
Google AI Mode is listed as the top engine for every brand in the top ten, indicating the category's AI visibility is concentrated entirely within that single engine in this dataset.
Are there any significant new entrants in AI visibility for this category?
Datto, Veeam, and Acronis are all flagged as the biggest visibility risers, each moving from 0% to their current scores, suggesting this category's AI visibility landscape is newly forming rather than settled.