AI Visibility Scorecard
Sweetr
sweetr.dev · Technology
Somewhat visible. AI bots can read Sweetr, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence · Perplexity
#464,610 of 2,707,789 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Sweetr
from our crawl and measurement
"The open Developer Intelligence Platform for Developer Productivity++. Insights and automations your dev team will actually trust. Built in the open, no surveillance or $50/seat price tag." That is how Sweetr introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
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
Weak
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.
Off-page authority
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
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.
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 5.4/10, Sweetr has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How is security handled?
We follow strict security best practices to protect our servers and application.Sweetr does not have access to your code.Users can only see the data they already have access to in GitHub.The source code is public. Audit it yourself.
Can't I already get this data from GitHub?
Technically, yes. The GitHub API exposes most of the raw data, and a determined engineer can stitch it into scripts, spreadsheets, or an internal dashboard.
How is my data used? Can it be removed?
Sweetr only saves data necessary to provide service to you. You can delete all of your private data from our servers by revoking OAuth access or uninstalling our application from your GitHub account or organization at any moment.Read our privacy policy.
Is GitLab or BitBucket supported?
Not yet. They are in our backlog, you can check their status on Featurebase.BitBucket • GitLab
Is this your brand?
The exact fixes for Sweetr
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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 Sweetr.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sweetr-dev
Cite this score: Engagemii (2026). "AEO Score for Sweetr." Retrieved from https://engagemii.com/aeo/brands/sweetr-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform