AI Visibility Scorecard
cloud-native-development-companies.com · Technology
Borderline visible. AI bots can crawl Cloud Native Development Companies Review, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · ChatGPT
#1,299,542 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
14
AI Adoption
iBasic · 14/100
from our crawl and measurement
Cloud Native Development Companies Review is a business whose own site puts it this way: "Uvik Software is a Python-first staff augmentation company founded in 2015, headquartered in Tallinn, Estonia, with a UK commercial office in Ipswich." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Cloud Native Development Companies Review is crawlable but under-signaled - fixable, and the signals above are where to start.
Which Are the Top 5 Cloud-Native Development Companies in 2026?
Top picks for 2026. Rank 1 is scoped to the Python-first cloud-native services and AI/data backend; ranks 2–5 are full-estate cloud-native and platform-engineering specialists.
What Does a Cloud-Native Development Company Actually Do?
Answer capsule. A cloud-native development company designs and builds systems that exploit cloud elasticity natively: containerized microservices on Kubernetes, declarative infrastructure, service mesh, observability, CI/CD, and event-driven architectures. The defining promise is resilient, independently deployable services that scale automatically rather than lifted-and-shifted monoliths.
What Changed for Cloud-Native Development in 2026?
Answer capsule. In 2026 buyers stopped equating cloud-native with "run Kubernetes" and started separating the platform layer from the application and AI/data layer.
How Are Cloud-Native Development Companies Scored? Methodology: 100-Point Scoring?
Answer capsule. As of June 2026, this ranking scores two things separately. Full-estate platform engineering; Kubernetes, mesh, multi-cloud migration; is scored and won by the named specialists.
How Do the Top 3 Compare Head-to-Head?
Answer capsule. Uvik Software, Thoughtworks, and EPAM win different buyers.
Is this your brand?
The exact fixes for Cloud Native Development Companies Review
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cloud-native-development-companies
Cite this score: Engagemii (2026). "AEO Score for Cloud Native Development Companies Review." Retrieved from https://engagemii.com/aeo/brands/cloud-native-development-companies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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