AI Visibility Scorecard
DeviceLab
devicelab.dev · Technology
At 3.09/10, DeviceLab is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
Claude · Apple Intelligence · Amazon Alexa · Parallel
Top 25% in Technology for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →3.09
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Technology average 17
See what's behind this score →0
About DeviceLab
from our crawl and measurement
DeviceLab describes itself simply: "DeviceLab provides secure distributed mobile testing infrastructure for development teams." When AI engines look at it, they find little to work with. It scores 3.09 out of 10.
Our crawl found structured data on the page (Organization, BreadcrumbList, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and AmazonBot (Alexa AI).
- Company ·
- DeviceLab
- Website ·
- devicelab.dev
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
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
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.09/10, DeviceLab is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How is DeviceLab different from cloud device labs?
Cloud labs provide devices and you rent access at $250/device/month with data flowing through their servers. DeviceLab provides software to connect your own devices at $99/device/month with direct P2P connections - your data never leaves your network.
Do I need to change my existing test code?
No code changes required. DeviceLab works with existing test frameworks including Maestro, Appium, Espresso, XCUITest, and Detox. Your tests work unchanged - remote devices appear as local devices.
How secure is DeviceLab?
DeviceLab uses zero-trust architecture with peer-to-peer WebRTC connections. Data flows directly between your machines, never through DeviceLab servers. All communication is encrypted with DTLS-SRTP. We store only device metadata - never apps, tests, results, or logs.
What types of devices does DeviceLab support?
DeviceLab supports physical Android phones and tablets, iPhones and iPads, Android emulators, and iOS simulators. You can mix physical devices with emulators - for example, 5 physical phones plus 10 emulators equals a 15-device lab.
Can I use DeviceLab with my CI/CD pipeline?
Yes, DeviceLab works with GitHub Actions, GitLab CI, CircleCI, Jenkins, Bitrise, and any CI system that can run shell commands. Setup requires just two lines in your pipeline configuration.
Do devices need to be in the same office?
No, devices can be anywhere with internet - different offices, team members' homes, or different countries. Direct P2P connections via WebRTC automatically handle NAT traversal and work through corporate firewalls.
How does DeviceLab pricing work?
Simple per-device pricing: first device is free forever, each additional device costs $99/month. Test runs, duration, team members, and CI/CD builds are unlimited with no extra charges. Compare to cloud labs at $250/device/month plus per-minute charges.
What if DeviceLab doesn't work for me?
First device is free forever with no credit card required. There's no vendor lock-in since DeviceLab uses standard Appium and Maestro protocols - your tests work without DeviceLab. Cancel your subscription anytime.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devicelab-dev
Cite this score: Engagemii (2026). "AEO Score for DeviceLab." Retrieved from https://engagemii.com/aeo/brands/devicelab-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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