AI Visibility Scorecard
The research operating system from data collection to report
glaut.com · Technology
Somewhat visible. AI bots can read The research operating system from data collection to report, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · Claude · Apple Intelligence
#47,761 of 2,705,907 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
17
AI Adoption
iBasic · 17/100
About The research operating system from data collection to report
from our crawl and measurement
The research operating system from data collection to report, based in Austin, TX, describes itself simply: "The AI-native research platform for modern researchers. Deliver insights 5x deeper, 20x faster with AI-moderated voice interviews and agentic analysis, in 50+ languages." Its AI visibility score is 6.5 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 (SoftwareApplication, Product), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 6.5/10, The research operating system from data collection to report has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Glaut for?
Glaut is designed to scale research with qualitative depth and quantitative breadth. It helps researchers win and run more projects without sacrificing scale and accuracy.Market Research AgenciesDelegate grunt work to Glaut, own judgment, and focus on advising clients.
Is this your brand?
The exact fixes for The research operating system from data collection to report
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/glaut
Cite this score: Engagemii (2026). "AEO Score for The research operating system from data collection to report." Retrieved from https://engagemii.com/aeo/brands/glaut
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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