Who AI search surfaces for cloud storage
Cloud storage: editorial and aggregator sites hold the top retrieval slots, but 64.7% of unique domains in the pool are brand-owned
| # | Domain | Type | Queries | Mean pos. |
|---|---|---|---|---|
| 1 | techradar.com | Editorial | 3/5 | 5 |
| 2 | cloudwards.net | Aggregator | 3/5 | 5 |
| 3 | zapier.com | Brand | 3/5 | 1.67 |
| 4 | tomsguide.com | Editorial | 2/5 | 3 |
| 5 | business.com | Aggregator | 2/5 | 5 |
| 6 | hipaavault.com | Brand | 1/5 | 1 |
| 7 | dropbox.com | Brand | 1/5 | 2 |
| 8 | internxt.com | Brand | 1/5 | 2 |
| 9 | fortinet.com | Brand | 1/5 | 2.33 |
| 10 | g2.com | Aggregator | 1/5 | 3 |
| 11 | cloud.google.com | Brand | 1/5 | 3 |
| 12 | duplocloud.com | Brand | 1/5 | 3.33 |
“Queries” = how many of the 5 sampled queries surfaced this domain in the top 10 (across 3 samples). Position is the mean rank when present.
By unique domain count, brands make up 64.7% of the pool (22 of 34 domains), aggregators 23.5% (8), and editorial 11.8% (4). That brand majority looks strong until you look at the pooled (appearance-weighted) split: brands drop to 54.3% of all result rows, aggregators rise to 27.1%, and editorial to 18.6%. The shift signals that aggregator and editorial pages punch above their domain count, appearing in more positions per domain than brand pages do. For a competing brand, this means the retrieval field is brand-numerically-majority but aggregator-weighted-heavy where it matters most, at the top of results.
The cloud-storage retrieval pool has a leaderboardStrength of 'strong' and a meanJaccardTop10 of 0.9758, meaning the same pages recur reliably across this vertical's 5 sampled queries. TechRadar (editorial) and Cloudwards (aggregator) each appear in 3 of the 5 queries with 12 appearances apiece and mean positions of 5.0. Zapier (brand) also surfaces in 3 queries but at a sharper mean position of 1.67, making it the best-ranked domain among those surfaced in 2 or more queries within this vertical. Tom's Guide (editorial, 2 queries, mean position 3.0) and Business.com (aggregator, 2 queries, mean position 5.0) round out the multi-query set. Below them, hipaavault.com (brand) appears in only 1 query but holds a mean position of 1.0, showing how niche-query dominance can coexist with low cross-query reach.
Because leaderboardStrength is 'strong' and stability is near-perfect (meanJaccardTop10 = 0.9758), the retrieval landscape here is not shifting week to week. The same small set of pages, TechRadar, Cloudwards, Zapier's blog, Tom's Guide, and Business.com, are consistently the candidates AI search engines pull from for cross-segment cloud-storage queries. A brand's most direct GEO lever is therefore getting accurately included in those five recurring domains, not publishing more brand pages. Separately, the HIPAA-healthcare niche (hipaavault.com at mean position 1.0, duplocloud.com present) shows that niche-specific queries open distinct retrieval pools where a credentialed brand page or specialist aggregator can dominate outright. If healthcare or compliance is part of your positioning, that niche pool is more reachable than the general-business pool controlled by TechRadar and Cloudwards.
Methodology & limits: This analysis covers 5 queries sampled from the cloud-storage commercial query space and reflects the web-search retrieval landscape -- the candidate pool AI search engines draw from -- not direct AI citation logs. The Jaccard stability score of 0.9758 gives higher confidence that TechRadar, Cloudwards, and Zapier reflect real structural dominance rather than sampling noise for this vertical's query set. That said, 5 queries cannot represent the full diversity of cloud-storage search intent (SMB, enterprise, compliance, consumer, vertical-specific). Treat the multi-query leaders as reliable signals and the single-query domains as directional only.
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Which domains appear most often in AI search retrieval pools for cloud-storage queries?
Based on a 5-query sample of commercial cloud-storage queries, TechRadar (editorial) and Cloudwards (aggregator) each appear in 3 of the 5 queries with the most total appearances (12 each). Zapier's blog (brand) also appears in 3 queries but at a sharper average position of 1.67, making it the best-ranked domain among those surfaced in 2 or more queries in this vertical. These findings reflect the web-search retrieval landscape -- the candidate pool AI search engines draw from -- not direct AI citation logs.
Are cloud-storage queries dominated by brand-owned sites or third-party review sites?
By unique domain count, brand-owned sites are 64.7% of the retrieval pool for cloud-storage. However, when weighted by actual appearances in results, aggregator and editorial domains account for 45.7% of result rows collectively, meaning third-party review and editorial pages appear more frequently per domain than brand pages. Niche compliance queries (HIPAA, enterprise) open separate retrieval pools where specialist brand pages can rank first.
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