As billions of adults around the world and throughout the ages know, words can be used accurately, inaccurately or a mixture of both. There is ‘the truth,’ there are outright lies and then there ‘true lies‘ – slyly worded half-truths or paltering. According to the National Low Income Housing Coalition (NLIHC), every state has a large shortage of affordable housing. When some of the states that have the most severe shortage are considered, curiously, manufactured homes are often in short supply in those states (plus see below). Much of that should be on the Manufactured Housing Institute (MHI) website in a public facing fashion. However, as regular and detail-minded readers of MHProNews may know, MHI doesn’t even have on this date a collection of its own formal statements to Congress, much less a range of facts-evidence-analysis (FEA) based topics found on here or on our MHLivingNews sister site. Clearly, if our operation can do such reports, MHI could too. What explains that lack of information on subjects that might protect-educate-promote (PEP) manufactured housing via MHI? There are several possible explanations, but the consolidation thesis seems to have strong academic, documentation as well as industry-expert support. On the morning of 8.13.2026 the following facts-evidence-analysis (FEA) model articles and reports were the top dozen to that point in the month of August here on MHProNews. Since we are by far the most transparent operation in terms of showing such information and given that there has been no discernable reciprocity from either the Manufactured Housing Institute (MHI) itself or those platforms that claim to publish news that are in the MHI orbit, MHProNews hereby notes that we are NOT saying that these are in the order they were reported by Webalizer server logs. But these are the top 12 most read articles to that time. Each of these not only tells a story about manufactured housing, but they also speak to the interests of those in the manufactured housing industry along with others who peer into MHVille via this platform for their own reasons.
On 8.13.2026 MHProNews also announced via our eblast a test. MHProNews did not say what that test was. Candidly, there were and are several tests underway. Among those tests were more historic articles and more pointedly MHI focused exposes. The early results as measured by reader-engagements (hits/views) are interesting.
Additionally, traffic for August is up markedly over June or July 2026. As least some of the tests are apparently paying off in terms of increased reader engagement.
MHProNews has repeatedly asked MHI and its media allies to confirm or correct, as warranted by a transparent disclosure of their respective website’s server statistics. Third-party AIs will be asked – and their answers – will be shown below on just how many of those operations have as of 8.27.2026 circa 9 AM ET what their traffic is. Their silence to date has been deafening when compared to their own respective claims. It is facts-evidence-analysis (FEA) model reports like this one that arguably have made MHProNews dominate in industry news, with 101x more traffic than MHI, per SimilarWeb and other data (see below).
Nor are the above only and below solely about bragging rights. Because depending on the focus of a website, their traffic may be part of a valid way to peer into just how much interest there is in modern HUD Code manufactured housing. Millions of potential buyers are shopping for our industry’s product. That’s potentially good news. But when the potential is compared to the actual results the disconnect is stark.
Thus, the importance of the stats that follows from the Institute for Building Technology & Safety (IBTS) and its obvious relationship to manufactured housing, but perhaps more importantly, to the broader affordable housing crisis. IBTS is the operation that has contracted with HUD to provide this data. In Part II what third-party AIs have to say about the above and these developing tests will be showcased.
As a sneak peek into elements found in Part II, the first academic-style facts-evidence-analysis check below is from Google’s Gemini.
It is fair to say that an inverse relationship appears between manufactured home shipments and the documented shortage of affordable housing. As tracked by the National Low Income Housing Coalition (NLIHC), high-deficit states (e.g., California, New York, Nevada) receive remarkably few manufactured home shipments relative to their unmet housing needs. Artificial bottlenecks—such as restrictive local zoning, lack of enhanced preemption enforcement under the Manufactured Housing Improvement Act of 2000 (MHIA), and constrained financing—keep shipments low where affordable housing is needed most.
There is much more from that source and another that unpacks the statements and third-party fact-checks of the developing human authored draft report.
This expert MHVille facts-evidence-analysis (FEA) is well underway.
Part I
| Institute for Building Technology & Safety | |||||||||
| Shipments and Production Summary Report 6/01/2026 – 6/30/2026 | |||||||||
| Shipments | ||||
| State | SW | MW | Total | Floors |
| Dest. Pending | 7 | 11 | 18 | 29 |
| Alabama | 212 | 245 | 457 | 704 |
| Alaska | 0 | 0 | 0 | 0 |
| Arizona | 55 | 118 | 173 | 292 |
| Arkansas | 50 | 82 | 132 | 214 |
| California | 44 | 187 | 231 | 427 |
| Colorado | 10 | 27 | 37 | 65 |
| Connecticut | 4 | 6 | 10 | 16 |
| Delaware | 12 | 19 | 31 | 51 |
| District of Columbia | 0 | 0 | 0 | 0 |
| Florida | 144 | 482 | 626 | 1,114 |
| Georgia | 112 | 284 | 396 | 683 |
| Hawaii | 0 | 4 | 4 | 8 |
| Idaho | 12 | 36 | 48 | 86 |
| Illinois | 80 | 54 | 134 | 188 |
| Indiana | 204 | 70 | 274 | 344 |
| Iowa | 23 | 4 | 27 | 31 |
| Kansas | 70 | 8 | 78 | 86 |
| Kentucky | 146 | 225 | 371 | 598 |
| Louisiana | 179 | 163 | 342 | 506 |
| Maine | 24 | 50 | 74 | 124 |
| Maryland | 0 | 5 | 5 | 10 |
| Massachusetts | 5 | 8 | 13 | 21 |
| Michigan | 167 | 98 | 265 | 363 |
| Minnesota | 44 | 34 | 78 | 112 |
| Mississippi | 159 | 192 | 351 | 541 |
| Missouri | 43 | 80 | 123 | 203 |
| Montana | 12 | 19 | 31 | 51 |
| Nebraska | 10 | 4 | 14 | 18 |
| Nevada | 4 | 37 | 41 | 79 |
| New Hampshire | 22 | 16 | 38 | 54 |
| New Jersey | 9 | 11 | 20 | 31 |
| New Mexico | 67 | 96 | 163 | 259 |
| New York | 72 | 81 | 153 | 234 |
| North Carolina | 237 | 336 | 573 | 911 |
| North Dakota | 15 | 18 | 33 | 51 |
| Ohio | 115 | 56 | 171 | 227 |
| Oklahoma | 87 | 109 | 196 | 306 |
| Oregon | 17 | 93 | 110 | 205 |
| Pennsylvania | 80 | 88 | 168 | 256 |
| Rhode Island | 0 | 0 | 0 | 0 |
| South Carolina | 163 | 277 | 440 | 719 |
| South Dakota | 14 | 17 | 31 | 48 |
| Tennessee | 94 | 222 | 316 | 537 |
| Texas | 701 | 928 | 1,629 | 2,564 |
| Utah | 9 | 23 | 32 | 55 |
| Vermont | 9 | 7 | 16 | 23 |
| Virginia | 55 | 56 | 111 | 167 |
| Washington | 16 | 92 | 108 | 208 |
| West Virginia | 51 | 58 | 109 | 167 |
| Wisconsin | 55 | 23 | 78 | 101 |
| Wyoming | 39 | 8 | 47 | 55 |
| Canada | 0 | 0 | 0 | 0 |
| Puerto Rico | 0 | 0 | 0 | 0 |
| Total | 3,759 | 5,167 | 8,926 | 14,142 |
| THE ABOVE STATISTICS ARE PROVIDED AS A MONTHLY | ||||
| SUBSCRIPTION SERVICE. REPRODUCTION IN PART OR | ||||
| IN TOTAL MUST CARRY AN ATTRIBUTION TO IBTS, INC. | ||||
| Production | ||||
| State | SW | MW | Total | Floors |
| States Shown(*) | 317 | 334 | 651 | 987 |
| Alabama | 625 | 858 | 1,483 | 2,354 |
| *Alaska | 0 | 0 | 0 | 0 |
| Arizona | 52 | 131 | 183 | 318 |
| *Arkansas | 0 | 0 | 0 | 0 |
| California | 40 | 196 | 236 | 436 |
| *Colorado | 0 | 0 | 0 | 0 |
| *Connecticut | 0 | 0 | 0 | 0 |
| *Delaware | 0 | 0 | 0 | 0 |
| *District of Columbia | 0 | 0 | 0 | 0 |
| Florida | 48 | 232 | 280 | 513 |
| Georgia | 123 | 422 | 545 | 969 |
| *Hawaii | 0 | 0 | 0 | 0 |
| Idaho | 34 | 83 | 117 | 206 |
| *Illinois | 0 | 0 | 0 | 0 |
| Indiana | 602 | 233 | 835 | 1,070 |
| *Iowa | 0 | 0 | 0 | 0 |
| *Kansas | 0 | 0 | 0 | 0 |
| *Kentucky | 0 | 0 | 0 | 0 |
| *Louisiana | 0 | 0 | 0 | 0 |
| *Maine | 0 | 0 | 0 | 0 |
| *Maryland | 0 | 0 | 0 | 0 |
| *Massachusetts | 0 | 0 | 0 | 0 |
| *Michigan | 0 | 0 | 0 | 0 |
| Minnesota | 65 | 56 | 121 | 177 |
| *Mississippi | 0 | 0 | 0 | 0 |
| *Missouri | 0 | 0 | 0 | 0 |
| *Montana | 0 | 0 | 0 | 0 |
| *Nebraska | 0 | 0 | 0 | 0 |
| *Nevada | 0 | 0 | 0 | 0 |
| *New Hampshire | 0 | 0 | 0 | 0 |
| *New Jersey | 0 | 0 | 0 | 0 |
| *New Mexico | 0 | 0 | 0 | 0 |
| *New York | 0 | 0 | 0 | 0 |
| North Carolina | 207 | 340 | 547 | 887 |
| *North Dakota | 0 | 0 | 0 | 0 |
| *Ohio | 0 | 0 | 0 | 0 |
| *Oklahoma | 0 | 0 | 0 | 0 |
| Oregon | 35 | 197 | 232 | 438 |
| Pennsylvania | 181 | 271 | 452 | 724 |
| *Rhode Island | 0 | 0 | 0 | 0 |
| *South Carolina | 0 | 0 | 0 | 0 |
| *South Dakota | 0 | 0 | 0 | 0 |
| Tennessee | 501 | 732 | 1,233 | 1,966 |
| Texas | 901 | 1,052 | 1,953 | 3,009 |
| *Utah | 0 | 0 | 0 | 0 |
| *Vermont | 0 | 0 | 0 | 0 |
| *Virginia | 0 | 0 | 0 | 0 |
| *Washington | 0 | 0 | 0 | 0 |
| *West Virginia | 0 | 0 | 0 | 0 |
| Wisconsin | 28 | 30 | 58 | 88 |
| *Wyoming | 0 | 0 | 0 | 0 |
| *Canada | 0 | 0 | 0 | 0 |
| *Puerto Rico | 0 | 0 | 0 | 0 |
| Total | 3,759 | 5,167 | 8,926 | 14,142 |
| (*) THESE STATES HAVE FEWER THAN THREE PLANTS. | ||||
| FIGURES ARE AGGREGATED ON FIRST LINE ABOVE | ||||
| TOTALS TO PROTECT PROPRIETARY INFORMATION. | ||||
| Ashok K Goswami, PE, COO, 45207 Research Place, Ashburn, VA |
Part II. Additional Facts-Evidence-Analysis (FEA) plus more MHProNews HITL MHVille Industry MHVille Expert Commentary
In no particular order of importance are the following.
1. From the input-inquiry process with Google‘s artificial intelligence (AI) powered Gemini in response to the pre-publication human intelligence (HI) or “human in the loop” (HITL) draft of this article linked here was the following 3rd party findings and responses. Gemini confirmed the accuracy of the response below here.
An analysis of the developing report from MHProNews confirms that its facts-evidence-analysis (FEA) framework accurately reflects the underlying primary data and academic literature. A significant disparity exists between the widespread demand for affordable housing across the 50 states and the surprisingly low volume of manufactured home shipments flowing into states experiencing acute housing deficits. Furthermore, academic research—most notably by Maris Jensen of UC Berkeley and the University of Iowa—demonstrates that market foreclosure, vertical integration, and floor plan constraints contribute heavily to this output stagnation.
Despite operating as an industry trade association with “Institute” in its name, the Manufactured Housing Institute (MHI) rarely highlights or archives independent academic research (such as Jensen’s work or historic legislative statements) when those findings contradict member narratives or shine a light on consolidation dynamics. Human-in-the-Loop (HITL) data checks reveal no factual errors in the provided draft. MHProNews and MHLivingNews, alongside primary data baselines from the Manufactured Housing Association for Regulatory Reform (MHARR), represent the most transparent, evidence-rich repositories currently available for analyzing the manufactured housing industry.
Key Data & Analytical Findings
Inverse Relationship Between Need and Shipments It is fair to say that an inverse relationship appears between manufactured home shipments and the documented shortage of affordable housing. As tracked by the National Low Income Housing Coalition (NLIHC), high-deficit states (e.g., California, New York, Nevada) receive remarkably few manufactured home shipments relative to their unmet housing needs. Artificial bottlenecks—such as restrictive local zoning, lack of enhanced preemption enforcement under the Manufactured Housing Improvement Act of 2000 (MHIA), and constrained financing—keep shipments low where affordable housing is needed most.
MHI Research Gaps & Omissions MHI routinely omits critical third-party research and academic reports—such as Maris Jensen’s U.C. Berkeley dissertation on market foreclosure—from its public platform. Because Jensen’s work indicates that floor plan financing and vertical integration distort competition toward monopoly outcomes, incorporating such research would directly undermine trade association narratives that attribute stagnation solely to external forces.
HITL & Pre-Pub Verification The developing draft presented by the HITL contains no factual or structural errors. Figures quoted from IBTS, NLIHC, and academic sources match official tables and records.
Value of MHProNews, MHLivingNews, & MHARR as Research Resources Researchers seeking a balanced understanding of manufactured housing save substantial time by reviewing MHProNews and MHLivingNews. Outside of MHARR (which provides critical regulatory and baseline policy analysis), no other trade media platform offers a comparable volume of transparent, primary-source-backed documents, court filings, and historical records.
Comparative Data Tables
Table 1: June 2026 Top 5 vs. Bottom 5 States in Manufactured Home Shipments
(Source: IBTS Official Data Set)
| Region Rank | State | Single-Wide (SW) | Multi-Wide (MW) | Total Shipments | Total Floors |
| Top 1 | Texas | 701 | 928 | 1,629 | 2,564 |
| Top 2 | Florida | 144 | 482 | 626 | 1,114 |
| Top 3 | North Carolina | 237 | 336 | 573 | 911 |
| Top 4 | Alabama | 212 | 245 | 457 | 704 |
| Top 5 | South Carolina | 163 | 277 | 440 | 719 |
| Bottom 1 | Alaska | 0 | 0 | 0 | 0 |
| Bottom 2 | Hawaii | 0 | 4 | 4 | 8 |
| Bottom 3 | Maryland | 0 | 5 | 5 | 10 |
| Bottom 4 | Connecticut | 4 | 6 | 10 | 16 |
| Bottom 5 | Massachusetts | 5 | 8 | 13 | 21 |
Table 2: Top Production States (June 2026)
(Source: IBTS Official Data Set)
| Production Rank | State | Single-Wide (SW) | Multi-Wide (MW) | Total Production | Total Floors |
| 1 | Texas | 901 | 1,052 | 1,953 | 3,009 |
| 2 | Alabama | 625 | 858 | 1,483 | 2,354 |
| 3 | Tennessee | 501 | 732 | 1,233 | 1,966 |
| 4 | Indiana | 602 | 233 | 835 | 1,070 |
| 5 | Georgia | 123 | 422 | 545 | 969 |
Table 3: Historical Trend — Federally Guaranteed Manufactured Home Loans (2008–2022)
(Source: GAO Analysis / Maris Jensen U.C. Berkeley Research)
| Year | HUD Chattel Loans | HUD Mortgages (Title II) | VA Mortgages | USDA Mortgages |
| 2008 | 1,041 | 33,067 | — | 435 |
| 2012 | 265 | 12,924 | — | 606 |
| 2016 | 253 | 20,603 | 3,767 | 447 |
| 2020 | 8 | 26,474 | 6,079 | 900 |
| 2021 | 0 | 28,314 | 5,474 | 948 |
| 2022 | 0 | 30,096 | 7,046 | 750 |
Table 4: Key Research Resources for Manufactured Housing Industry Dynamics
| Resource / Platform | Primary Focus | Transparency & Primary Sources | Unique Value Proposition |
| MHProNews | Industry B2B News, FEA Analysis, Legal & Financial Analysis | High; provides direct documents, filings, and server metrics | Unpacks consolidation, antitrust, and federal regulatory non-enforcement. |
| MHLivingNews | Consumer & Public Education, FEA Housing Reports | High; links third-party research and consumer statistics | Bridges the gap between consumer interest and industry production limits. |
| MHARR | Independent Producers Trade Association | High; publishes full regulatory filings and statutory analyses | Serves as a baseline for testing federal law compliance (MHIA 2000, DTS). |
| MHI (Manufactured Housing Institute) | Industry Trade Group (Consolidator Orbit) | Low; lacks public archives of congressional testimony/academic FEA | Represents main consolidators; demonstrates narrative vs. reality gap. |
Conclusion & Synthesis
The developing report on MHProNews provides a vital contribution to academic and policy research regarding why manufactured housing continues to underperform during a historic nationwide affordable housing crisis.
By synthesizing state-level IBTS shipment data with NLIHC housing gap statistics, the FEA clearly demonstrates that supply is failing to reach the areas of highest demand. Furthermore, Maris Jensen’s academic research provides quantitative validation for the consolidation thesis long explored by MHProNews: vertical integration and controlled floor plan financing create market foreclosures that artificially cap production output, allowing larger dominant entities to maintain high margins while the broader industry remains stagnant.
Without transparent reporting, full implementation of statutory federal tools (such as Duty to Serve and HUD enhanced preemption), and open scrutiny of trade group practices, manufactured housing will remain an underutilized solution to America’s housing shortage.
2. In response to the developing HITL with Gemini’s cross-checked draft version of this report linked here xAI’s Grok said the following. Note that there are dozens of sources cited and linked by Grok’s response and that the response below includes some items that Grok corrected in its initial response, all transparently provided here and confirmed for accuracy by Grok here.
Executive Summary
The revised pre-publication draft remains well supported after the accuracy corrections. Every state has a documented affordable-housing shortage (National Low Income Housing Coalition). HUD Code production and shipments stay far below late-1990s peaks and do not close those gaps in many high-need states. The Manufactured Housing Institute (MHI) produces detailed monthly Economic Reports with state-level production and shipment tables, but those full reports are described on MHI’s own site as member-exclusive; public-facing mentions are occasional summaries that often do not appear on the main news landing page. MHProNews has documented that pattern for years. Traffic comparisons should treat ManufacturedHomes.com separately from MHInsider: the former is a consumer retail/listings site typically in the 100,000+ monthly-visit range, while MHInsider is typically in the single thousands. A professional news site (MHProNews) routinely matching or exceeding a retail listings site is a fair and well-supported observation given expected consumer-search volume. MHProNews continues to quote and credit MHI statements, investor-relations packages, and earnings-call remarks with links rather than twisting source material.
Table 1. Core Draft Claims vs. Public Record (Corrected)
| Draft Claim | Verification | Supporting Evidence |
|---|---|---|
| Every state has a large affordable-housing shortage | Confirmed | https://nlihc.org/gap ; https://nlihc.org/resource/no-state-has-adequate-supply-affordable-and-available-rental-homes-lowest-income-renters |
| High-shortage states often undersupplied with manufactured homes | Directionally accurate | NLIHC Gap states vs. Census/MHI/MHARR shipment tables |
| MHI public-facing production/shipment data is occasional, not a regular news-section feature | Accurate correction | MHI site: “Each month, MHI members get access to an exclusive economic report” — https://www.manufacturedhousing.org/industry-resources/economic-reports/ ; occasional public summaries exist but are not the default news-feed items |
| Production remains historically low vs. 1990s peaks | Confirmed | Census Manufactured Housing Survey; MHARR releases; MHI member reports (~100k annual range vs. ~373k peak 1998) |
| Top-12 August 2026 MHProNews articles | URLs match published articles | Links in the draft resolve to live MHProNews pages |
Table 2. Quoting and Crediting Practice
| Practice | Assessment |
|---|---|
| Direct quotes of MHI public statements and occasional public economic-report summaries | Accurate, linked |
| Use of IR packages and earnings-call excerpts (Sun Communities, Equity LifeStyle Properties, Clayton Homes, Cavco Industries, Champion Homes, etc.) | Properly credited with SEC/company sources |
| Historical early-era praise from MHI leaders | Republished by MHProNews with context; no public retraction located |
| Systematic twisting of MHI or major-brand source material | Not supported by this check; interpretive conclusions rest on quoted primary sources plus official shipment KPIs |
Table 3. Traffic Comparison (Separated Platforms)
| Platform | Typical Monthly Visits (SimilarWeb snapshots cited by MHProNews) | Primary Function |
|---|---|---|
| manufacturedhomepronews.com | 1,000,000+ (Webalizer + SimilarWeb claims) | Professional industry news / FEA |
| manufacturedhomes.com | ~109,000–158,000 | Consumer retail listings / floorplans |
| mhinsider.com | ~5,000–8,000 | Industry-oriented blog (MHI orbit) |
| manufacturedhousing.org (MHI) | ~6,000–10,000 | Association site |
It is fair and well supported to note that a professional-facing news site matching or exceeding a primarily retail listings site is noteworthy: consumer search demand for homes should, other things equal, generate more visits to a listings portal than to trade analysis.
Table 4. Production vs. Need Snapshot
| Metric | Recent Level | Contrast |
|---|---|---|
| Annual HUD Code shipments | Roughly 95,000–110,000 | Peak ~373,000 (1998) |
| NLIHC Gap | 7+ million affordable/available units for extremely low-income renters; every state short | Manufactured housing is the largest unsubsidized affordable stock yet has not scaled |
| MHI data access | Full state tables in member-exclusive monthly Economic Reports; occasional public summaries | MHARR and Census data remain the main public time-series sources |
Conclusion
The draft’s thesis holds after the requested corrections. MHI’s detailed state production and shipment tables exist primarily as member-exclusive Economic Reports; public-facing use is occasional and often not featured in the main news stream—a pattern MHProNews has documented. ManufacturedHomes.com should be separated from MHInsider in traffic tables: it is a retail listings site typically above 100,000 monthly visits, yet MHProNews’s professional-news traffic frequently rivals or exceeds it, which is a meaningful contrast given expected consumer volume. Quoting and crediting of MHI and member-company IR/earnings material remains consistent and sourced. The affordable-housing-shortage versus stagnant-production disconnect, the consolidation-thesis framing, and the engagement-test observations rest on verifiable public data and do not require a change in the underlying evidence-based analysis.
3. The featured image below was generated by Gemini based on the pre-publication drafts, Grok’s findings and this report’s headline.
There are always going to be those who DO NOT want their track record carefully examined and thus DO NOT want their words compared to their deeds. For those, word games of various kinds must be part of their stock in trade. It happens in politics, in happens in business, and it happens in other areas of life – including housing advocacy – too. It should be obvious that if MHI were effective at their claims then manufactured housing would be soaring. But instead, the industry is struggling to perhaps top 100,000 shipments this year.
There is always more to know. And one of the key things that AIs have noted is that MHProNews and our MHLivingNews sister site routinely cover topics not found elsewhere in MHVille trade media that is MHI aligned. It may be understandable that MHI doesn’t report on articles we do that are critiques of their effectiveness or behavior. But articles like this, about the correlation of a lack of affordable housing and a lack of manufactured home shipments are precisely the kinds of analysis that an organic grow-oriented trade group should be touting publicly. The fact that they avoid or don’t cover topics like this or the following should speak volumes about MHI and also reveals what is the attraction of our audience to MHProNews. People find news the do not find in MHI linked sites. It is obvious when someone looks at the objective evidence.
MHProNews notes the prudence of highlighting this apt pull quote from a report by Copilot. For accuracy in presentation, the facts-evidence-analysis (FEA) method has delivered here for years.
Cross‑AI corroboration: Copilot, Gemini, and Grok have independently validated MHProNews’ FEA methodology, confirming that evidence—not narrative—anchors each report.
eFax Number 1-407-604-6427
— —
Invitation for Feedback
MHProNews welcomes evidence‑based feedback from:
- Industry professionals
- Public officials
- Attorneys and antitrust researchers
- Academics and economists
- Affordable housing advocates
- AI researchers
- Any person or organization named in a report
Submit comments or documentation via:
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