AI Visibility Scorecard
LEIN
leinstudio.com · Fashion & Apparel
At 3.57/10, LEIN is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Trust and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 16 times
Meta AI · Parallel · Apple Intelligence
Top 5% in Fashion & Apparel for AI visibility
58
AI Naming Predictability
iRarely named · 58/100
Fashion & Apparel average 14
Top 5% of Fashion & Apparel
See what's behind this score →3.57
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Fashion & Apparel average 4. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
Fashion & Apparel average 24
See what's behind this score →0
About LEIN
from our crawl and measurement
"A ready-to-wear and made-to-order collection for your wedding day and every day." That is how LEIN introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.57 out of 10.
On the page itself the strengths are clear: a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a workable page structure. 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, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
AI crawlers have read this profile 16 times in our tracking, including Meta AI, ShapBot (Parallel) and Applebot (Siri).
- Company ·
- LEIN
- Website ·
- leinstudio.com
- Industry ·
- Fashion & Apparel
- Location ·
- New York, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Good
Press and news coverage.
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 3.57/10, LEIN is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for LEIN.
LEIN lists 152 products, 152 in stock, priced 698.00 to 21,998.00.
Show all 152 products
- Banks Trouser in Black · 1,798.00 · Pant
- Alexandra Top in Black · 1,298.00 · Top
- Beau Dress in Crystal Lattice · 4,350.00 · Dress
- Beau Dress in Mikado Shantung · 1,898.00 · Dress
- Beau Dress in Black Silk/Wool · 1,698.00 · Dress
- Shelley Skirt in Ivory Baseketweave · 2,098.00 · Skirts
- Shelley Top in Ivory Basetweave · 2,298.00 · Tops
- Maya Dress in Ivory Basketweave · 3,298.00 · Dresses
- Louisa Skirt in Sage · 1,798.00 · Skirts
- Emily Dress in Sage · 3,598.00 · Dresses
- Chloe Tank in Sage · 1,598.00 · Tops
- Wylie Dress in Light Blue · 3,198.00 · Dresses
- Savannah Bra Top · 758.00
- Georgia Bralette · 698.00
- Zoë Top · 1,798.00
- Lulu Lace Skirt · 2,798.00
- Camille Lace Top · 2,498.00
- Frances Track Pant · 1,498.00
- June Track Short · 1,098.00
- Greta Gown · 4,298.00
- Rose Rolled Shorts · 898.00
- Christy Fringe Mini · 4,298.00
- Ella Oversized Shirt · 1,398.00
- Sylvie Gown · 5,998.00
- Deanna Peplum Vest in Basketweave · 1,698.00
- Harris Shirt · 5,998.00 · Top
- Talia Skirt · 2,598.00 · Skirt
- Maren Tunic · 1,998.00 · Top
- Kit Bolero · 1,398.00 · Top
- Kit Bolero · 1,398.00 · Top
- Willa Skirt · 3,128.00 · Skirt
- Willa Skirt · 3,128.00 · Skirt
- Romy Dress · 2,498.00 · Dress
- Romy Dress · 2,498.00 · Dress
- Maren Tunic · 1,998.00 · Top
- Maren Tunic · 1,998.00 · Top
- Margot Gown · 5,298.00 · Dress
- Margot Gown · 5,298.00 · Dress
- Talia Skirt · 2,598.00 · Skirt
- Amah Skirt in Metal Lattice · 6,998.00 · Skirt
- Vale Overskirt · 6,998.00 · Skirt
- Vera Top · 5,298.00 · Top
- Arlo Pant · 7,898.00 · Pant
- Atlas Gown · 21,998.00 · Dress
- Harris Shirt · 1,658.00 · Top
- Amah Skirt · 1,398.00 · Skirt
- Calder Top · 1,898.00 · Top
- Cummerbund · 798.00 · Belt
- Cummerbund · 798.00 · Belt
- Hayes Duster · 3,898.00 · Jacket
- Helene Cape · 1,298.00 · Top
- Noemie Gown · 7,998.00 · Dress
- Elin Skirt · 2,498.00 · Skirt
- Willa Skirt · 4,898.00 · Skirt
- Shelley Top · 2,198.00 · Top
- Eliza Dress · 3,298.00 · Dress
- Harris Shirt · 1,828.00 · Top
- Calder Top · 6,898.00 · Top
- Hayes Duster · 8,998.00 · Jacket
- Sloane Halter · 4,598.00 · Dress
- Amah Skirt · 4,298.00 · Skirt
- Rowe Skirt · 3,998.00 · Skirt
- Sloane Halter · 4,598.00 · Dress
- Rowe Skirt · 3,998.00 · Skirt
- Reid Jacket · 2,998.00 · Jacket
- Eliza Dress · 2,998.00 · Dress
- Elin Skirt · 1,998.00 · Skirt
- Arden Shirtdress · 2,298.00 · Top
- Rowe Skirt · 1,498.00 · Skirt
- Reid Jacket · 6,998.00 · Jacket
- Lone Top · 1,428.00 · Top
- Alexandra Top · 1,298.00 · Top
- Banks Trouser · 1,798.00 · Pant
- Ellis Jacket · 3,298.00 · Jacket
- Rowan Pant · 2,098.00 · Pant
- Ellis Jacket · 3,298.00 · Jacket
- Rowan Pant · 2,098.00 · Pant
- Arden Shirtdress · 2,528.00 · Top
- Vesper Gown · 8,798.00 · Dress
- Vesper Gown · 8,798.00 · Dress
- Marce Duster · 4,698.00 · Jacket
- Beau Dress in Chocolate Silk/Wool · 1,698.00 · Dress
- Audrey Button Mini Dress · 1,598.00 · Dress
- Louisa Skirt in Mikado Shantung · 1,798.00 · Bottoms
- Chloe Tank in Silk Mikado Shantung · 1,628.00 · Top
- Jane Peplum Blazer in Silk/Wool · 2,698.00 · Jacket
- Ophelia Slim Leg Pant in Wool/Cotton · 1,898.00 · Bottoms
- Jane Peplum Blazer in Silk/Wool · 2,998.00 · Jacket
- Mabel Shorts in Bouclé · 998.00 · Shorts
- Dolores Midi Dress in Bouclé · 2,598.00 · Dress
- Ophelia Slim Leg Pant in Silk/Wool · 1,998.00 · Bottoms
- Ophelia Slim Leg Pant in Silk/Wool · 1,698.00 · Bottoms
- Delaney Blouse in Washed Chiffon · 2,558.00 · Top
- Delaney Blouse in Crinkled Chiffon · 2,198.00 · Dress Top
- Delaney Blouse in Printed Crinkled Chiffon · 2,898.00 · Top
- Deanna Peplum Vest in Velvet Floral · 2,358.00 · Top
- Deanna Peplum Vest in Velvet Floral · 2,358.00 · Top
- Mabel Shorts in Velvet Floral · 998.00 · Bottoms
- Freya Wide Leg Pant in Velvet Floral · 1,998.00 · Bottoms
- Freya Wide Leg Pant in Wool/Cotton Suiting · 1,998.00 · Bottoms
- Freya Wide Leg Pant in Wool/Cotton Suiting · 1,998.00 · Bottoms
- Jane Peplum Blazer in Wool/Cotton · 2,698.00 · Jacket
- Jane Peplum Blazer in Wool/Cotton · 2,698.00 · Jacket
- Maya Midi Dress in Cotton Chintz · 3,298.00 · Dress
- Gemma Scarf Jacket · 2,858.00 · Jacket
- Wren Shorts in Crinkled Chiffon · 758.00 · Shorts
- Wren Shorts in Washed Chiffon · 978.00 · Shorts
- Henrietta Mini Dress in Chenille/Mohair Lace · 2,428.00 · Dress
- Evie Dress in Chenille/Mohair Lace · 4,298.00 · Dress
- Lila Midi Dress · 3,698.00 · Dress
- Simone Gown in Duchesse · 3,398.00 · Dress
- Simone Gown in Duchesse · 3,398.00 · Dress
- Evie Dress in Lurex with Mohair Lace Trim · 3,998.00 · Dress
- Nina Scarf Dress in Lurex with Mohair Lace Trim · 3,298.00 · Dress
- Wylie Scarf Dress in Printed Crinkled Chiffon with Mohair Lace Trim · 3,698.00 · Dress
- Wylie Scarf Dress in Washed Chiffon with Mohair Lace Trim · 3,198.00 · Dress
- Isla Mini Skirt in Crystal Lattice Embroidery · 2,898.00 · skirt
- Deanna Peplum Vest in Quilted Cotton Chintz · 5,198.00 · Top
- Tatum Mini Dress in Quilted Cotton Chintz · 6,598.00 · Dress
- Dorothy Dress in Silver Lamé with Feathers and Paillettes · 13,998.00 · Dress
- Deanna Peplum Vest in Quilted Cotton Chintz · 5,198.00 · Top
- Chloe Tank in Crystal Lattice Embroidery · 4,598.00 · Top
- Amah Pencil Skirt in Fluid Satin · 1,398.00 · Bottoms
- Amah Pencil Skirt in Crystal Lattice · 6,598.00 · Bottoms
- Agatha Blazer in Velvet Floral · 2,998.00 · Jacket
- Agatha Blazer in Bouclé · 3,298.00 · Jacket
- Philippa Shirtdress in Soft Silk · 3,850.00 · Top
- Lana Mini · 2,150.00
- Bassett Mini · 2,250.00
- Katherine Tie Jumpsuit · 2,150.00
- Olivia Scarf Top · 1,150.00 · Top
- Kimi Shorts · 1,850.00 · Dress
- Georgianna Pant · 1,890.00 · Suiting
- Georgianna Jacket · 3,250.00 · Suiting
- Evie Lace Dress · 3,499.00 · Dress
- Eloise Gown · 6,598.00 · Dress
- Constance Fringe Dress · 4,950.00 · Dress
- Agnes Gown · 6,598.00 · Dress
- Adeline Dress · 2,650.00 · Dress
- Dorothy Gown · 12,950.00 · Dress
- Annie Suede Mini Dress · 5,298.00 · Dress
- Eleanor Mini Dress · 4,350.00 · Dress
- Nina Scarf Dress · 2,150.00 · Dress
- Lottie · 4,750.00 · Dress
- Rayna · 4,795.00 · Dress
- Ines · 4,950.00 · Dress
- Olympia · 6,950.00 · Dress
- Veronika · 6,450.00 · Dress
- Emma · 14,488.00 · Dress
- Mariel · 13,990.00 · Dress
- Gail · 7,950.00
- Heidi · 5,150.00
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leinstudio
Cite this score: Engagemii (2026). "AEO Score for LEIN." Retrieved from https://engagemii.com/aeo/brands/leinstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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