AI Visibility Scorecard
CivicPlus
municode.com · Government & Public Sector
Well-positioned for AI search. The breakdown below shows where CivicPlus is still leaving points on the table.
AI engines read this profile 13 times
Claude · ChatGPT · Amazon Alexa · Apple Intelligence
#331 of 123,607 in Government & Public Sector for AI visibility
7
AEO Visibility
iVisible · 7.2/10
58
Muse Index Score
iAI agent readiness
Agent-ready · 58/100
43
AI Adoption
iActive · 43/100
About CivicPlus
from our crawl and measurement
CivicPlus, based in Manhattan, KS, describes itself simply: "Discover CivicPlus' Municode codification software and services. Learn how our solutions empower municipalities to manage their municipal codes effectively." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including OAI-SearchBot (OpenAI), GoogleOther and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Strong
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Strong
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 7.2/10, CivicPlus has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CivicPlus
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/municode
Cite this score: Engagemii (2026). "AEO Score for CivicPlus." Retrieved from https://engagemii.com/aeo/brands/municode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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