The top three brands captured 21.2% of direct mentions in Object Storage & Image CDN Services.
Share of direct mentions
share of answers
Data as of Aug 25, 2026 · Based on 2,486 AI responses · See how Parse measures this
Object Storage & Image CDN Services
Parse
https://parse.gl
Cloudinary has established itself as the top AI recommendation for integrated image optimization and storage. This reflects a broader trend in AI responses, which now clearly favor all-in-one media platforms over traditional object storage solutions like for web-centric use cases.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | A cost-effective option, praised for its integrated R2 storage and image services. | 52% | |
| 2 | The top choice for all-in-one image and video management. | 50% | |
| 3 | 49% | ||
| 4 | 38% | ||
| 5 | A strong | 31% | |
| 6 | 26% | ||
| 7 | 24% | ||
| 8 | 21% | ||
| 9 | A recurring recommendation for automated WebP conversion within | 21% | |
| 10 | A popular, developer-friendly image CDN for real-time image rendering. | 19% | |
| 11 | 18% | ||
| 12 | Often recommended as a popular | 17% | |
| 13 | 13% | ||
| 14 | Frequently cited as a user-friendly and cost-effective storage and delivery solution. | 13% | |
| 15 | 12% | ||
| 16 | 11% | ||
| 17 | 10% | ||
| 18 | 10% | ||
| 19 | 9% | ||
| 20 | 8% | ||
| 21 | 8% | ||
| 22 | 7% | ||
| 23 | 6% | ||
| 24 | Praised for its accurate, device-aware resizing and optimization. | 6% | |
| 25 | 6% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
cloudinary.com is the page AI reaches for most here, cited in 50% of analyzed answers.
Share of direct mentions
share of answers
Direct leader mentions
Direct mentions
share of answers
Emerged from low visibility in Oct 2025 to become a top-tier recommendation by Jan 2026.
Increasingly cited alongside Cloudinary as a leading integrated platform since Jan 2026.
Shifted from a primary recommendation in Oct-Nov 2025 to a foundational component requiring other tools by early 2026.
“A primary, highly scalable storage solution.” → “A foundational object storage layer that requires pairing with a CDN and optimization service.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 56% | 42% | ||
| 45% | 39% | ||
| 51% | 33% | ||
| 43% | 28% | ||
| 27% | 31% |
The two models disagree most about Fastly Web Application & API Protection (ChatGPT #18, Google #25) and ShortPixel (ChatGPT #22, Google #15).
Cloudinary has established itself as the top AI recommendation for integrated image optimization and storage. This reflects a broader trend in AI responses, which now clearly favor all-in-one media platforms over traditional object storage solutions like Amazon S3 for web-centric use cases.
Across 2,486 AI responses, Cloudflare is mentioned most, named in 52% of them, followed by Cloudinary (50%) and Amazon (49%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,486 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Initially, AI assistants recommended foundational object storage like Amazon S3 and Google Cloud Storage. Since December 2025, responses have shifted to prioritize all-in-one media platforms like
Cloudinary and
Cloudflare, which combine storage, optimization, and CDN services.
Best file storage + image optimization for web apps?
Initially, AI assistants recommended foundational object storage like Amazon S3 and Google Cloud Storage. Since December 2025, responses have shifted to prioritize all-in-one media platforms like
Cloudinary and
Cloudflare, which combine storage, optimization, and CDN services.
From the start, AI responses have focused on specialized image CDNs with dynamic transformation capabilities. Cloudinary was a consistent recommendation, but gained significant traction from January 2026, often sharing the top spot. and are also frequently cited for their on-the-fly resizing.
Brands mentioned
From the start, AI responses have focused on specialized image CDNs with dynamic transformation capabilities. Cloudinary was a consistent recommendation, but
Cloudflare gained significant traction from January 2026, often sharing the top spot.
Imgix and
ImageEngine are also frequently cited for their on-the-fly resizing.
The market map
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