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AI Visibility Scorecard
Smoothdev
smoothdev.io · Technology
Borderline visible. AI bots can crawl Smoothdev, 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
#1,374,194 of 2,708,729 in Technology for AI visibility
4.7
/10
AEO Score
About Smoothdev
from our crawl and measurement
Smoothdev is a business whose own site puts it this way: "AI-powered documentation automation platform for software engineering teams." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
On the page itself the strengths are clear: structured data describing the business. It is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it, the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 109 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
3
Forum and community discussion.
0
No Reddit mentions found yet.
What this score means
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 4.7/10, Smoothdev is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is SDLC documentation automation?
SDLC documentation automation uses AI to automatically generate documentation throughout the software development lifecycle, including commit messages, PR summaries, release notes, and compliance documentation. This eliminates manual documentation work and ensures consistency across your engineering team.
How does Smoothdev integrate with existing workflows?
Smoothdev integrates with your git workflow through CLI tools and IDE extensions. Documentation generation triggers on commits, pull requests, and releases with minimal clicks built into your existing workflow.
Is my code and data secure?
Yes, security is a top priority. We use enterprise-grade encryption for data in transit and at rest, implement cryptographic isolation per organization, and never store your source code. All processing happens in secure, isolated environments with strict access controls.
What types of documentation can Smoothdev generate?
Smoothdev generates commit messages, pull request documentation, release notes, and compliance-ready audit documentation. Our AI analyzes code changes to create accurate, context-aware documentation that meets both technical and regulatory standards.
Can I customize the documentation templates?
Yes, Smoothdev provides standardized templates out of the box, with custom template capabilities available on Scale and Enterprise plans. You can tailor documentation formats to match your organization's standards and compliance requirements.
Is this your brand?
The exact fixes for Smoothdev
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/smoothdev-io
Cite this score: Engagemii (2026). "AEO Score for Smoothdev." Retrieved from https://engagemii.com/aeo/brands/smoothdev-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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