AI Visibility Scorecard
MHVillage, Inc
allthingsmh.com · Real Estate
Borderline visible. AI bots can crawl MHVillage, Inc, 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 2 times
Claude · Parallel
#50,808 of 722,142 in Real Estate for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Real Estate average 4
Top 54% of Real Estate
See what's behind this score →4.1
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Real Estate average 1. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Real Estate average 13
See what's behind this score →0
About MHVillage, Inc
from our crawl and measurement
MHVillage, Inc is a Grand Rapids, MI business whose own site puts it this way: "The nation's leading website for buying, renting and selling mobile homes. MHVillage has the largest selection of manufactured homes, communities, dealers, and floor plans, all in one place." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- MHVillage, Inc
- Website ·
- allthingsmh.com
- Industry ·
- Real Estate
- Location ·
- Ne Grand Rapids, MI
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 5, 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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 4.1/10, MHVillage, Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Are Mobile Homes?
Mobile homes, also known as manufactured homes, have come a long way since their early days. Originally designed for easy mobility, these homes were built on steel frames with wheels, allowing them to be moved from place to place. But in today's world, the term “mobile home” is a bit of a misnomer. Since 1976, when the U.S.
Why Was the Term “Mobile Home” Replaced With “Manufactured Homes” in 1976?
The shift from "mobile home" to "manufactured home" in 1976 was more than just a change in terminology—it marked a significant evolution in the industry. Before 1976, mobile homes were built with relatively few regulations, which often led to varying levels of quality and safety. Recognizing the need for standardization, the U.S.
How Much Does a Mobile Home Cost in the US?
The cost of a mobile home varies quite a bit depending on the state and whether you're looking at a new or pre-owned model. To give you a rough idea, we've compiled some new and pre-owned average home sale prices from a few popular states based on homes sold on MHVillage.com: California: Known for its high living costs, California's mobile home prices reflect this.
How Much Should You Spend on a Mobile Home?
When it comes to buying a mobile home, one of the first questions you'll likely ask yourself is, “How much should I spend?” The answer isn't one-size-fits-all—it really depends on your individual budget and financial situation. The key is to find a balance between what you want and what you can comfortably afford. Start with Your Budget: The best place to begin is by taking a close look at your finances.
Do Mobile Homes Have Good Resale Value?
Mobile homes can have good resale value, especially when properly maintained and located in desirable areas. Traditionally, there's been a misconception that mobile homes, unlike site-built homes, depreciate in value. However, recent studies and market trends have shown that this isn't necessarily the case.
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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 October 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/allthingsmh
Cite this score: Engagemii (2026). "AEO Score for MHVillage, Inc." Retrieved from https://engagemii.com/aeo/brands/allthingsmh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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