AI Visibility Scorecard
lambdaapi.com · Technology
Borderline visible. AI bots can crawl jeremydaly/lambda-api: Lightweight web framework for your serverless applications, 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 1 times
Claude
#1,865,994 of 2,707,790 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
GitHub describes itself simply: "Lightweight web framework for your serverless applications - jeremydaly/lambda-api." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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.
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, jeremydaly/lambda-api: Lightweight web framework for your serverless applications is crawlable but under-signaled - fixable, and the signals above are where to start.
Using AWS SDK v2?
lambda-api@v1 is using AWS SDK v3. If you are using AWS SDK v2, please use [email protected].
Are you using Lambda API?
Installation npm i lambda-api --save Lambda API has no required runtime dependencies. The S3 file helpers (sendFile(), getLink(), and S3 redirects) rely on the AWS SDK v3, which is declared as an optional peer dependency. If you use those features, install the SDK
Is this your brand?
The exact fixes for jeremydaly/lambda-api: Lightweight web framework for your serverless applications
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lambdaapi
Cite this score: Engagemii (2026). "AEO Score for jeremydaly/lambda-api: Lightweight web framework for your serverless applications." Retrieved from https://engagemii.com/aeo/brands/lambdaapi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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