AEO for backup and disaster recovery software: AI search visibility ranking
How AI search engines rank backup and disaster recovery software by visibility and citations. 20 brands measured quarterly 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 →
Download this AEO ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
When buyers inquire about Backup and disaster recovery software, AI engines frequently point to Veeam as the leader, with a visibility score of 50.0 percent. Acronis and Cohesity also stand out as top contenders in this competitive space. Veeam's visibility indicates its significant presence when AI engines are consulted for this category.
The rankings are driven by the most referenced sources, notably youtube.com, gartner.com, and baculasystems.com. These platforms, often aggregators or expert review sites, heavily influence which brands AI engines highlight. The presence of Veeam and other brands across such domains contributes to their high rankings.
For buyers, this list offers insight into what AI engines prioritize: recent reviews, third-party validation, and strong topical authority. Assessing a brand's presence on trusted domains like those cited most will help evaluate its credibility. Consider brands with robust, current visibility in this list for well-supported solutions.
At a glance
What we observed in this category
Veeam holds the dominant AEO position in backup and disaster recovery software, with a visibility score of 50%, more than double Acronis at 25% and eight times the category average of 6.2%. That gap matters because Google AI Mode is naming Veeam in half of all observed responses, making it the default framing brand for this category. Brands sitting at 12.5% visibility or below, including Cohesity, Druva, and Commvault, are effectively marginal in AI-generated answers despite being established vendors.
A clear divergence between being named and being cited runs through this category. Rubrik illustrates this sharply: zero visibility yet a 37.5% citation rate, meaning AI responses reference Rubrik as a source without placing it in the main answer narrative. Acronis shows the inverse dynamic with a 50% citation rate against only 25% visibility. Veeam, the visibility leader, carries just a 12.5% citation rate, well below the cited-source behaviour seen in Acronis, Cohesity, and Rubrik, suggesting its dominance is driven by brand mention rather than document-level trust.
Google AI Mode is the top engine across all ten ranked brands without exception, confirming this category's AEO performance is almost entirely shaped by a single engine. The cited sources anchoring AI responses include gartner.com, youtube.com, reddit.com, and pcworld.com alongside acronis.com itself. The presence of baculasystems.com and zmanda.com among top cited sources indicates the AI is drawing on niche and open-source adjacent content, not only the major vendor sites, when constructing answers about backup and disaster recovery.
Movers & shakers since last refresh
Biggest visibility risers
-
Veeam 38% → 50% · rank #2 → #1+12pp
-
Druva 0% → 12% · rank #10 → #4+12pp
-
Arcserve 0% → 12% · rank #18 → #6+12pp
Biggest visibility fallers
-
Rubrik 25% → 0% · rank #5 → #7-25pp
-
Datto 25% → 0% · rank #3 → #10-25pp
-
Acronis 38% → 25% · rank #1 → #2-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
veeam.com
|
50% | 12% | Google AI Mode |
Veeam leads all brands with 50% visibility, eight times the category average, but its 12.5% citation rate is the lowest among the top four, signalling name recognition over document authority. |
||||
| 2 |
acronis.com
|
25% | 50% | Google AI Mode |
Acronis holds the highest citation rate in the dataset at 50%, four times its own visibility score of 25%, and its domain appears directly in the top cited sources list. |
||||
| 3 |
cohesity.com
|
12% | 38% | Google AI Mode |
Cohesity reaches a 37.5% citation rate from only 12.5% visibility, a ratio that positions it as a trusted reference source even when AI answers do not foreground it by name. |
||||
| 4 |
druva.com
|
12% | 25% | Google AI Mode |
Druva rose six places from rank 10 to rank 4 and moved from zero to 12.5% visibility, with citation rate also gaining 12.5 points, making it the most improved brand this period. |
||||
| 5 |
commvault.com
|
12% | 12% | Google AI Mode |
Commvault sits at 12.5% on both visibility and citation, matching the category average on citations but failing to convert presence into the citation uplift seen in Cohesity or Acronis. |
||||
| 6 |
arcserve.com
|
12% | 12% | Google AI Mode |
| 7 |
rubrik.com
|
0% | 38% | Google AI Mode |
| 8 |
n-able.com
|
0% | 25% | Google AI Mode |
| 9 |
backblaze.com
|
0% | 25% | Google AI Mode |
| 10 |
datto.com
|
0% | 12% | Google AI Mode |
| 11 |
crashplan.com
|
0% | 12% | Google AI Mode |
| 12 |
unitrends.com
|
0% | 12% | Google AI Mode |
| 13 |
hycu.com
|
0% | 0% | Google AI Mode |
| 14 |
zerto.com
|
0% | 0% | Google AI Mode |
| 15 |
barracuda.com
|
0% | 0% | Google AI Mode |
| 16 |
carbonite.com
|
0% | 0% | Google AI Mode |
| 17 |
ibm.com
|
0% | 0% | Google AI Mode |
| 18 |
veritas.com
|
0% | 0% | Google AI Mode |
| 19 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
| 20 |
azure.microsoft.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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own backup and disaster recovery software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for backup and disaster recovery software
Who leads AEO in backup and disaster recovery software?
Veeam leads with a 50% visibility score and a composite score of 38.8, placing it well ahead of Acronis at 25% visibility and a composite score of 32.5. Google AI Mode names Veeam in half of all observed responses for this category.
Which brands are cited frequently but rarely named in AI answers?
Rubrik has a 37.5% citation rate but zero visibility, meaning AI responses use its content as a source without featuring it prominently in the answer narrative. N-able Cove and Backblaze show the same pattern with 25% citation rates against zero visibility.
What sources does Google AI Mode cite most for backup and disaster recovery research?
The top cited sources include youtube.com, gartner.com, acronis.com, reddit.com, and pcworld.com, alongside niche entries such as baculasystems.com and zmanda.com. This mix shows the AI draws on analyst content, community discussion, and open-source adjacent material, not only major vendor pages.
Which brands gained the most AEO ground in the latest period?
Arcserve made the largest rank jump, rising 12 places from rank 18 to rank 6, while Druva moved from rank 10 to rank 4 with both visibility and citation each gaining 12.5 points. Both brands went from zero visibility to 12.5% in a single period.
Which previously visible brands lost ground in this category?
Rubrik dropped 25 visibility points to zero while its citation rate rose 25 points, and Datto fell seven places from rank 3 to rank 10, also losing 25 visibility points with no improvement in citation. Both declines happened within a single measurement period.
Does high visibility in AI answers guarantee high citation rates for backup and disaster recovery brands?
The data shows the opposite can be true: Veeam has the highest visibility at 50% but the lowest citation rate among the top four at 12.5%, while Acronis and Cohesity achieve citation rates of 50% and 37.5% respectively from much lower visibility scores.