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AI Visibility Scorecard
Bits n Pieces
bitsnpiecesguild.com · Membership Organizations
Somewhat visible. AI bots can read Bits n Pieces, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#26,764 of 82,274 in Membership Organizations for AI visibility
5.2
/10
AEO Score
About Bits n Pieces
from bitsnpiecesguild.com
Louis area quilt guild Skip to content Home About Meetings Membership Newsletters Mini-Groups Guild Activities Challenges Retreats UFO Competition 2026-2027 Workshops Cover Our Kids Members Only Area Quilt Shops Long Arm Quilters Route 66 2027 Quilt Show 2027 Quilt Rafffle BNP Meeting Minutes Blog Home Welcome to the Bits ‘n’ Pieces Quilt Guild We are a group of about 250 members who love to quilt
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
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 5.2/10, Bits n Pieces has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bits n Pieces
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/bitsnpiecesguild
Cite this score: Engagemii (2026). "AEO Score for Bits n Pieces." Retrieved from https://engagemii.com/aeo/brands/bitsnpiecesguild
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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