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AI Visibility Scorecard
Scrollr
myscrollr.com · Technology
Somewhat visible. AI bots can read Scrollr, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#157,695 of 2,638,129 in Technology for AI visibility
6.2
/10
AEO Score
About Scrollr
from our crawl and measurement
Scrollr is a business whose own site puts it this way: "Scrollr is a quiet desktop ticker for live finance, sports, news, and fantasy data. Open source and privacy-first." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.2/10, Scrollr has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Scrollr free?
The free tier gives you real-time data across all four channels with no ads or tracking. Uplink plans unlock higher limits, faster polling, custom RSS feeds, and fantasy league tracking. The entire codebase is open source under the AGPL-3.0 license.
Does it affect performance?
Not noticeably. All data flows through a single connection in the background. The ticker overlay is hardware-accelerated with minimal CPU and memory usage, and it never interferes with your other applications.
Is my data private?
Scrollr contains zero analytics, zero tracking pixels, and zero telemetry. Your preferences are stored locally on your device and never transmitted anywhere. The only network requests go to the Scrollr API to fetch your feed data.
What platforms are supported?
Scrollr runs natively on macOS (Apple Silicon), Windows (x64), and Linux (x64). Download the app for your platform from our download page.
Do I need an account?
A free Scrollr account is required to stream live channel data. Signing up takes under a minute, secures your config via our hosted auth, and unlocks all four channels (finance, sports, news, and fantasy), the web dashboard, and preference sync across devices.
What data does Scrollr show?
Four channels: real-time stock and crypto prices, live sports scores across major leagues, RSS news headlines from hundreds of sources, and Yahoo Fantasy league updates including standings and matchups.
Can I customize the feed?
Position the ticker at the top or bottom of your screen, drag to resize, switch between comfort and compact modes, choose overlay or push behavior, and pick which channels appear as tabs.
Is Scrollr open source?
Every component, from the desktop application and web dashboard to the API and integration services, is publicly available on GitHub under the GNU Affero General Public License v3.0. You can inspect, fork, or contribute to any part of it.
Is this your brand?
The exact fixes for Scrollr
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Scrollr.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/myscrollr
Cite this score: Engagemii (2026). "AEO Score for Scrollr." Retrieved from https://engagemii.com/aeo/brands/myscrollr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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