AI Visibility Scorecard
Rill Insights & Design
rillinsights.com · Technology
Borderline visible. AI bots can crawl Rill Insights & Design, 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 9 times
Claude · Meta AI
#860,026 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About Rill Insights & Design
from our crawl and measurement
Rill Insights & Design describes itself simply: "Understand Markets improve experiences build products." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look 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 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 business dates to 2019.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
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 4.2/10, Rill Insights & Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I create a better user experience?
Poor user experiences are expensive. The costs of development and QA hours to fix problems and customer service hours spent add up quickly. We leverage user experience research (UXR) evaluative methods to identify what is and isn’t working. Then we will help build your product...better. Good UX translates to brand loyalty and happy customers, a win-win for everyone. Learn How
Who can help me write user friendly content that lands with my audience?
Great products don't just happen. They are the result of thoughtful, informed, and imaginative design. We' can bring your vision to life. Our team leverages human-centered design methods to co-create with you and your target audience, ensuring that what we build not only meets needs, but also delights.
How do I get the voice of the customer to my product team?
Poor customer engagement creates blind spots. Product teams face uncertainty about what to build, and customer-facing teams are forced to mitigate damage to reputation and alienation of customers. We help you capture the voice of the customer and keep a finger on the pulse of their experience — vital for proving product market fit and experience management. Learn How
Is this your brand?
The exact fixes for Rill Insights & Design
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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.
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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/rillinsights
Cite this score: Engagemii (2026). "AEO Score for Rill Insights & Design." Retrieved from https://engagemii.com/aeo/brands/rillinsights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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