AI Visibility Scorecard
Design Research
designresearchreports.com · Fashion & Apparel
Borderline visible. AI bots can crawl Design 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 9 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#168,030 of 246,351 in Fashion & Apparel for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Fashion & Apparel average 14
Top 76% of Fashion & Apparel
See what's behind this score →4
-
Network Authority
iNot connected yet
Fashion & Apparel average 0.0
0 relationships on record. Businesses in Fashion & Apparel average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Fashion & Apparel average 24
See what's behind this score →0
About Design Research
from our crawl and measurement
Design Research is a Lawrenceville, NJ business whose own site puts it this way: "Despite this being a cook and bakeware oriented interview, Janine’s observations apply to many aspects of housewares and home goods." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Design Research
- Website ·
- designresearchreports.com
- Industry ·
- Fashion & Apparel
- Location ·
- Contact Us Design Research Lawrenceville, NJ
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
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
Fair
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
Fair
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
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 read your site and name it in answers. At 3.6/10, Design Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Design Research
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/designresearchreports
Cite this score: Engagemii (2026). "AEO Score for Design Research." Retrieved from https://engagemii.com/aeo/brands/designresearchreports
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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