AI Visibility Scorecard
shipflutter.com · Technology
Somewhat visible. AI bots can read Flutter Starter Kit, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#181,331 of 2,704,685 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"More than a Flutter Boilerplate. A starter-kit to launch Android, iOS and Web apps with Flutter powered by Firebase and AI." That is how Flutter Starter Kit introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
Fair
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
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.9/10, Flutter Starter Kit has a working base to build on - fixable, and the signals above are where to start.
Why Flutter?
Flutter is a free and open-source framework to build beautiful, natively compiled, multi-platform apps from a single codebase. It's cost-effective, easy to learn, and has a huge developer community. Many will say Flutter is dying, but data shows otherwise. Top companies like BMW, Wolt, Sonos, and many others chose Flutter.
How does it work?
Launch the builder, create your project, and start building. Check the full flow here.
What do I get?
A zip file with a Flutter project based on what you configured via the builder in addition to a landing page and cloud functions if included in your configuration. Check the project structure to get an idea.
Why is ShipFlutter better than other boilerplates?
Most of boilerplates out there are overly complex and don't have the necesary features to properly realease your app on iOS, Android and Web. The learning curve might be high and you will find yourself having to go through the same steps over and over again. ShipFlutter is done to be as simple as possible, with low learning curve and with production ready features. You can really launch a project in less than 30 days.
Can I get a refund?
After you get the source code, it is yours forever, so it can't be refunded. That being said, if you are really dissatisfied with it, please contact us and we can find a solution. You can also get a feeling of the code by checking our open source template.
Is this your brand?
The exact fixes for Flutter Starter Kit
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Flutter Starter Kit.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shipflutter
Cite this score: Engagemii (2026). "AEO Score for Flutter Starter Kit." Retrieved from https://engagemii.com/aeo/brands/shipflutter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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