AEO for database backup software: AI search visibility ranking
How AI search engines rank database backup 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. Database backup software used to protect mission-critical data, automate recovery points, and support high-availability database operations. 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 Database backup software, AI engines frequently endorse Veeam as the top choice. This brand commands a 25.0% visibility rating in AI-generated lists. Other leading contenders in this space include Acronis and SQL Backup Pro, both of which are also commonly recommended by AI platforms.
The current rankings are largely influenced by citations from top sources like youtube.com, google.com, and gartner.com. These often serve as aggregators of reviews and expert opinions. AI engines rely heavily on such platforms, which highlights the importance of third-party validation and comprehensive reviews for visibility in these rankings.
For a buyer, understanding AI engines' preferences is crucial. Consider choosing a brand that not only holds recent reviews and third-party validation but also demonstrates authority in specific subcategories of database backup software. These factors influence AI visibility, helping ensure that your selection is recognized as a leader by AI recommendations.
At a glance
What we observed in this category
Veeam holds the top AEO position in database backup software with a composite score of 25.0, double that of the next closest brand Acronis at 23.8. That gap matters because the category average visibility sits at just 3.8 percent, meaning most of the 20 tracked brands are functionally invisible in AI-generated answers. Veeam's equal visibility and citation scores (both 25.0) suggest a balanced presence, whereas brands ranked six and below show zero visibility despite some citation activity.
The clearest divergence in this category sits with Acronis, whose citation rate of 50.0 percent is the highest recorded yet whose visibility is only 12.5 percent. That pattern means AI responses are pulling Acronis content as a reference more often than the brand appears as a named recommendation. Commvault, Quest Software, Rubrik, and IBM Spectrum Protect show the inverse problem: citation rates of 12.5 percent each but zero visibility, indicating they are trusted enough to source from but not prominent enough to surface as answers.
Google AI Mode is the sole engine recorded across all top 10 brands, making this category entirely dependent on one AI surface for answer engine optimisation performance. The top cited sources include gartner.com and g2.com alongside youtube.com and google.com, which signals the AI is anchoring on third-party review and analyst platforms rather than vendor sites alone. Acronis.com appears directly in the cited sources list, which may partly explain its high citation rate despite falling visibility.
Movers & shakers since last refresh
Biggest visibility fallers
-
Acronis 50% → 12% · rank #1 → #2-38pp
-
Rubrik 38% → 0% · rank #3 → #8-38pp
-
Veeam 50% → 25% · rank #2 → #1-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
veeam.com
|
25% | 25% | Google AI Mode |
Veeam leads with a composite score of 25.0 and matching visibility and citation rates, both running 6.6 times above the category average visibility of 3.8 percent. |
||||
| 2 |
acronis.com
|
12% | 50% | Google AI Mode |
Acronis carries the highest citation rate in the category at 50.0 percent, yet its visibility of 12.5 percent trails Veeam by half, and its visibility has dropped 37.5 points from the prior period. |
||||
| 3 |
red-gate.com
|
12% | 25% | Google AI Mode |
SQL Backup Pro sits joint third with a composite score of 16.2, matching Redgate exactly on both visibility (12.5 percent) and citation (25.0 percent), as both share the red-gate.com domain. |
||||
| 4 |
red-gate.com
|
12% | 25% | Google AI Mode |
Redgate shares the red-gate.com domain with SQL Backup Pro, producing identical scores across all metrics (16.2 composite, 12.5 visibility, 25.0 citation), which may reflect AI treating them as one source. |
||||
| 5 |
cohesity.com
|
12% | 12% | Google AI Mode |
Cohesity is the only brand in the top five where visibility and citation are equal at 12.5 percent each, giving a composite of 12.5 and no gap between named and trusted status. |
||||
| 6 |
commvault.com
|
0% | 12% | Google AI Mode |
| 7 |
quest.com
|
0% | 12% | Google AI Mode |
| 8 |
rubrik.com
|
0% | 12% | Google AI Mode |
| 9 |
ibm.com
|
0% | 12% | Google AI Mode |
| 10 |
percona.com
|
0% | 0% | Google AI Mode |
| 11 |
mongodb.com
|
0% | 0% | Google AI Mode |
| 12 |
oracle.com
|
0% | 0% | Google AI Mode |
| 13 |
azure.microsoft.com
|
0% | 0% | Google AI Mode |
| 14 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
| 15 |
cloud.google.com
|
0% | 0% | Google AI Mode |
| 16 |
idera.com
|
0% | 0% | Google AI Mode |
| 17 |
hycu.com
|
0% | 0% | Google AI Mode |
| 18 |
dell.com
|
0% | 0% | Google AI Mode |
| 19 |
veritas.com
|
0% | 0% | Google AI Mode |
| 20 |
n-able.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on database backup 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 database backup 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 database backup software
Who leads AEO in database backup software?
Veeam leads with a composite score of 25.0 and visibility of 25.0 percent, roughly double the nearest competitor Acronis at 23.8 composite and 12.5 percent visibility.
What sources does AI cite most for database backup software research?
Google AI Mode anchors primarily on youtube.com, gartner.com, g2.com, and google.com, with acronis.com also appearing directly as a cited source in this category.
Which brands have high citation but low visibility in this category?
Acronis has the highest citation rate at 50.0 percent but only 12.5 percent visibility, while Commvault, Quest Software, Rubrik, and IBM Spectrum Protect each hold 12.5 percent citation with zero visibility.
Which brands lost the most AEO ground in database backup software recently?
Acronis and Rubrik both fell 37.5 visibility points in the latest period, with Rubrik dropping five rank positions from third to eighth, and even category leader Veeam shed 25.0 visibility points.
How concentrated is AEO performance in database backup software?
Performance is highly concentrated: the category average visibility is just 3.8 percent, and six of the top 10 brands show zero visibility, meaning the top two brands capture almost all named answer presence.
Does appearing on third-party review sites improve AEO in this category?
The data shows gartner.com and g2.com are among the top cited sources, suggesting AI responses in this category draw heavily from analyst and peer-review platforms rather than vendor content alone.