Database backup software: AI search visibility ranking (2026)
How AI search engines rank database backup 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. 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 →
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When buyers inquire about Database backup software, AI engines often highlight Acronis as the leader, with a visibility of 50.0 percent across sources. Not far behind are Veeam and Rubrik. Acronis stands out with a citation percentage of 62.5, indicating its frequent mention and likely trustworthiness among those discussing top-performing options.
The prominence of Acronis, Veeam, and Rubrik in rankings can be attributed to the most-cited sources such as g2.com and gartner.com, which are known for their comprehensive reviews. These platforms serve as aggregators, pulling data from numerous user experiences and expert evaluations, which lends credibility and highlights current opinions in the industry.
For buyers, this page should emphasize the importance of considering how AI engines weigh recent reviews, third-party validation, and topical expertise when evaluating software. The brands listed are not only frequently discussed, but also backed by authoritative voices in the field. This makes them contenders worth considering when deciphering which database backup software to invest in.
At a glance
What we observed in this category
Acronis holds the top rank with a composite score of 53.8, built on 50% visibility and a category-leading citation rate of 62.5%. Veeam matches Acronis on visibility at 50% but trails sharply on citations at 25%, producing a composite gap of 11.3 points. The category average visibility sits at just 11.2%, meaning both Acronis and Veeam are operating at roughly 4.5 times the average, creating a pronounced two-brand cluster at the top that leaves the remaining 18 brands significantly behind.
Rubrik illustrates the clearest divergence between being named and being trusted: it appears in 37.5% of AI responses but receives zero citations, suggesting Google AI Mode describes it as a relevant player without anchoring to its own content as a source. HYCU presents the inverse case, scoring 0% visibility but a 37.5% citation rate, meaning the AI references HYCU's domain as a source without consistently naming the brand in its answers. This named-versus-trusted split is a measurable pattern across multiple brands in this category.
Google AI Mode is the top engine for every brand in this dataset, indicating the audit is largely concentrated on that single surface. Among the top cited external sources, g2.com and gartner.com appear alongside acronis.com itself, suggesting the AI anchors on peer review platforms and analyst sources rather than vendor documentation alone. The presence of smaller niche domains like guideflow.com, zmanda.com, and handybackup.net in the cited sources list indicates the AI is pulling from a broader and less predictable source pool than enterprise-focused buyers might expect.
Movers & shakers since last refresh
Biggest visibility risers
-
Veeam 12% → 50% · rank #4 → #2+38pp
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Rubrik 0% → 38% · rank #6 → #3+38pp
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Acronis 25% → 50% · rank #2 → #1+25pp
Biggest visibility fallers
-
Idera 50% → 25% · rank #1 → #4-25pp
-
HYCU 12% → 0% · rank #3 → #5-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
acronis.com
|
50% | 62% | Google AI Mode |
Acronis leads all 20 brands with a 62.5% citation rate and 50% visibility, both well above the category averages of 7.5% and 11.2% respectively. |
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| 2 |
veeam.com
|
50% | 25% | Google AI Mode |
Veeam matches Acronis on visibility at 50% but its citation rate of 25% is less than half of Acronis's, producing an 11.3-point composite score deficit. |
||||
| 3 |
rubrik.com
|
38% | 0% | Google AI Mode |
Rubrik achieved 37.5% visibility after rising from rank 6, but its 0% citation rate means it is named in AI responses without its content being cited as a source. |
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| 4 |
idera.com
|
25% | 0% | Google AI Mode |
Idera fell from rank 1 to rank 4, losing 25 visibility points to land at 25%, while its citation rate remained at 0% throughout both periods. |
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| 5 |
hycu.com
|
0% | 38% | Google AI Mode |
HYCU is the category's clearest anomaly, recording 0% visibility alongside a 37.5% citation rate, meaning AI cites its domain but does not name it in answers. |
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| 6 |
percona.com
|
12% | 0% | Google AI Mode |
| 7 |
commvault.com
|
12% | 0% | Google AI Mode |
| 8 |
red-gate.com
|
12% | 0% | Google AI Mode |
| 9 |
cohesity.com
|
12% | 0% | Google AI Mode |
| 10 |
red-gate.com
|
12% | 0% | Google AI Mode |
| 11 |
azure.microsoft.com
|
0% | 12% | Google AI Mode |
| 12 |
aws.amazon.com
|
0% | 12% | Google AI Mode |
| 13 |
quest.com
|
0% | 0% | Google AI Mode |
| 14 |
mongodb.com
|
0% | 0% | Google AI Mode |
| 15 |
oracle.com
|
0% | 0% | Google AI Mode |
| 16 |
cloud.google.com
|
0% | 0% | Google AI Mode |
| 17 |
dell.com
|
0% | 0% | Google AI Mode |
| 18 |
ibm.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 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 database backup 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 database backup software AI visibility
Who leads AI visibility in database backup software?
Acronis leads with a composite score of 53.8, driven by 50% visibility and a 62.5% citation rate. Veeam is the only other brand matching its visibility, though it lags on citations at 25%.
What sources does Google AI Mode cite most for database backup software research?
The top cited sources include g2.com, gartner.com, and acronis.com, alongside less expected domains such as guideflow.com, zmanda.com, and handybackup.net.
Which brands are gaining AI visibility in this category?
Veeam gained the most ground, rising from 12.5% to 50% visibility, while Rubrik moved from 0% to 37.5% visibility and climbed from rank 6 to rank 3.
Can a brand be cited by AI without being named in its answers?
Yes. HYCU has a 37.5% citation rate but 0% visibility, meaning Google AI Mode references its domain as a source without naming the brand in the response text.
How concentrated is AI visibility in this category?
The category average visibility is 11.2%, but the top two brands both sit at 50%, meaning visibility is heavily concentrated at the top and drops steeply below rank 3.
Which brand has lost the most AI visibility recently?
Idera dropped the furthest, falling from rank 1 to rank 4 with a visibility decline of 25 percentage points, from 50% down to 25%.