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AI Visibility Scorecard
Achromatic
achromatic.dev · Technology
Somewhat visible. AI bots can read Achromatic, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#40,061 of 2,808,083 in Technology for AI visibility
6.9
/10
AEO Score
About Achromatic
from our crawl and measurement
Achromatic is a business whose own site puts it this way: "Production-ready Next.js 16 SaaS starter kits with Better Auth, Stripe, organizations and 50+ components. Choose Prisma or Drizzle." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that 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 and there is no press coverage to draw on.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). 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
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
4
Forum and community discussion.
7
Reddit mentions and discussion.
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 6.9/10, Achromatic has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a starter kit?
A starter kit is a pre-built, fullstack foundation designed to help you create scalable, production-ready web applications quickly and efficiently. It includes all the essential tools, components and best practices for building modern SaaS platforms, so you can focus on developing your unique features instead of spending time on generic setup tasks.
What is the difference between a starter kit and boilerplate?
In everyday conversations the terms are used interchangeably. Feel free to use whichever one you prefer!
What do I get when I purchase a license?
You receive lifetime access to production-grade SaaS starter kits based on Next 16 and React 19. This includes the full source code and access to the GitHub repository. The package features a robust authentication system, organization and member management, billing integration, profile mangement, a dashboards, detailed examples for master/detail page layouts and pre-built components. It's built with the App Router and uses TypeScript for improved type safety and developer experience.
How often are the starter kits updated?
We update the GitHub repository multiple times a week with bug fixes, improvements and new features. We're committed to keeping the codebase current with the latest stable versions of Next and React.
I'm a vibe coder, is this for me?
Yes! If you like to move fast and ship products without getting bogged down in boilerplate, this is perfect for you. Everything is pre-configured so you can focus on what makes your product unique.
Is it AI coding friendly?
Absolutely. It ships with CLAUDE.md, AGENTS.md and Cursor rules so AI tools like Claude, Gemini or Cursor understand the codebase instantly. Perfect for vibe coding.
I'm new to coding, is this for me?
Yes! We've designed this starter kit to be beginner-friendly. The codebase is well-documented, follows best practices and avoids unnecessary complexity to help you learn as you build.
How many have purchased a license so far?
More than 750 licenses have been sold already. Ranging from solopreneurs to YC companies and enterprise with multiple teams. Keep in mind we released the first version around September 2024.
Is this your brand?
The exact fixes for Achromatic
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/achromatic-dev
Cite this score: Engagemii (2026). "AEO Score for Achromatic." Retrieved from https://engagemii.com/aeo/brands/achromatic-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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