AI Visibility Scorecard
Newfound Research
thinknewfound.com · Finance & Insurance
Borderline visible. AI bots can crawl Newfound Research, 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 14 times
Claude · Meta AI · Perplexity · ChatGPT
#17,198 of 791,926 in Finance & Insurance for AI visibility
75
5
AEO Visibility
iBorderline · 5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Newfound Research
from our crawl and measurement
"Newfound Research is a quantitative investment manager offering return stacked® strategies in ETFs and mutual funds." That is how Newfound Research introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Fair
Forum and community discussion.
Social Mentions
Fair
Social discussion and mentions.
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 5/10, Newfound Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Return Stacking?
At its core, Return Stacking is the idea of layering one investment return on top of another, achieving more than $1.00 of exposure for each $1.00 invested. For decades, sophisticated institutional investors have thoughtfully applied leverage to include diversifying alternative strategies without diluting their core stock and bond allocations.
Have Questions?
For any questions please call 617-531-9773 or email [email protected]. Contact Us Additional LinksForm ADV Privacy Policy Contact ResearchLiquidity Cascades Return Stacking Blog InvestETFs Model Portfolios Newsletter Subscriptions Weekly Commentary Video Digest Monthly Performance Update Subscribe Browse ArchiveLeave this field empty if you're human: © 2026 Newfound Research.
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thinknewfound
Cite this score: Engagemii (2026). "AEO Score for Newfound Research." Retrieved from https://engagemii.com/aeo/brands/thinknewfound
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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