Data as of Aug 25, 2026 · Based on 877 AI responses · See how Parse measures this
Edge Computing Platform Services
Parse
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Amazon Web Services leads the edge computing platform niche, with its broad portfolio consistently cited by AI assistants. The market has consolidated around the three major cloud providers, with making the most significant gains to challenge and .
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 70% | ||
| 2 | 69% | ||
| 3 | 38% | ||
| 4 | A dedicated platform for managing containerized applications across distributed edge devices. | 28% | |
| 5 | 27% | ||
| 6 | A specialized solution for edge orchestration and managed | 23% | |
| 7 | 22% | ||
| 8 | A key player for Industrial IoT, mentioned for its Industrial Edge platform. | 20% | |
| 9 | Leverages its global CDN for low-latency managed container services. | 18% | |
| 10 | An emerging name noted for simplified edge container management. | 17% | |
| 11 | 16% | ||
| 12 | 16% | ||
| 13 | 13% | ||
| 14 | 12% | ||
| 15 | 10% | ||
| 16 | 10% | ||
| 17 | 10% | ||
| 18 | 8% | ||
| 19 | 7% | ||
| 20 | 6% | ||
| 21 | 5% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
helindata.com is the page AI reaches for most here, cited in 43% of analyzed answers.
“Featured as a primary, standalone recommendation for container management.” → “Grouped with other 'specialized vendors' after the major cloud providers.”
Mentioned early on for IoTDB but faded in favor of integrated platforms.
Rose from rank #16 in Nov 2025 to #7 by Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 46% | 59% | ||
| 51% | 53% | ||
| 31% | 14% | ||
| 0% | 39% | ||
| 30% | 18% |
Amazon Web Services leads the edge computing platform niche, with its broad portfolio consistently cited by AI assistants. The market has consolidated around the three major cloud providers, with Google Cloud making the most significant gains to challenge AWS and Microsoft Azure.
Across 877 AI responses, Microsoft is mentioned most, named in 70% of them, followed by Amazon (69%) and Alphabet (38%).
Parse measures each brand's mention rate — the share of answers naming it — across 877 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.
AI responses have increasingly consolidated around the three major cloud providers: AWS,
Microsoft Azure, and
Google Cloud. While earlier answers in late 2025 included a variety of specialized
platforms like and , responses from early 2026 primarily focus on the hyperscalers' integrated edge offerings.
AI responses have increasingly consolidated around the three major cloud providers: AWS,
Microsoft Azure, and
Google Cloud. While earlier answers in late 2025 included a variety of specialized platforms like and , responses from early 2026 primarily focus on the hyperscalers' integrated edge offerings.
For this prompt, AI answers evolved from a mix of specialized vendors and major cloud providers in late 2025 to a clear hierarchy dominated by AWS, , and in 2026. Specialized platforms like and are still mentioned, but typically as secondary options after the big three.
Brands mentioned
Brands mentioned
For this prompt, AI answers evolved from a mix of specialized vendors and major cloud providers in late 2025 to a clear hierarchy dominated by AWS,
Microsoft Azure, and
Google Cloud in 2026. Specialized platforms like
Akamai and
Avassa are still mentioned, but typically as secondary options after the big three.
The market map
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