▼ 1.1 since Jul 2026
#147,832 OF 384,760 IN LEGAL
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AI Visibility Scorecard
Code Attorney | Linda Pieczynski's Legal Blog
codeattorney.com · Legal
Borderline visible. AI bots can crawl Code Attorney | Linda Pieczynski's Legal Blog, 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 1 times
Claude
#147,832 of 384,760 in Legal for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Code Attorney | Linda Pieczynski's Legal Blog
from our crawl and measurement
Code Attorney is a business whose own site puts it this way: "The latest discussion of issues that arise in building code enforcement and how effective code enforcement can reduce crime in a community." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), 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
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
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 4.9/10, Code Attorney | Linda Pieczynski's Legal Blog is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Art or code violation?
Posted on: July 22, 2019January 29, 2025 I enjoy posting photographs submitted by code inspectors.
Is this your brand?
The exact fixes for Code Attorney | Linda Pieczynski's Legal Blog
Which AI engines already crawl you
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeattorney
Cite this score: Engagemii (2026). "AEO Score for Code Attorney | Linda Pieczynski's Legal Blog." Retrieved from https://engagemii.com/aeo/brands/codeattorney
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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