What is a Claude manufactured housing LOI and offer memo workflow? A Claude manufactured housing LOI and offer memo workflow is a repeatable system that uses Anthropic's Claude to turn raw deal inputs, a rent roll, a trailing twelve month (T12) operating statement, and a broker's offering memorandum, into a clean letter of intent (LOI) and a supporting offer memo for a mobile home park acquisition. Most manufactured housing community (MHC) buyers already use AI to analyze a park. The higher-leverage move in 2026 is using Claude to draft the actual offer, the document that wins or loses the deal. For the full toolkit, see our pillar guide on AI manufactured housing community management.
Key Takeaways
- The LOI is the highest-leverage page in an MHC acquisition: it fixes price, deposit, diligence period, and the terms that frame every later negotiation, yet most buyers still draft it from a stale template.
- Claude drafts a deal-specific LOI in minutes by reading the rent roll, T12, and offering memorandum, then proposing price, contingencies, and seller terms grounded in the actual numbers.
- A dedicated Claude Project keeps the deal documents, your standard terms, and your acquisition criteria in one place, so every offer you generate is consistent and on strategy.
- Drafting the offer is a different task from evaluating the park, so this workflow picks up where due diligence ends and turns analysis into a signed, negotiable document.
- Claude should draft, not decide: a manufactured housing attorney must review every LOI and purchase agreement, and you should never let AI invent terms you cannot honor.
Why the LOI Is Where MHC Deals Are Won
By the time you write an offer, the hard analytical work is mostly done. You have evaluated the park, reconstructed the T12, and pressure tested the rent roll. That evaluation work has its own playbook, and our guide to the Claude MHC park evaluation due diligence playbook covers it in depth. The LOI is the next step, and it is a fundamentally different task: not deciding whether the park is worth buying, but writing the terms on which you will buy it. A strong LOI locks in price, an earnest money deposit you are comfortable with, a diligence window long enough to verify the upside, and seller obligations that protect you before you spend a dollar on third-party reports. A weak or generic LOI gives those advantages away. Because the LOI sets the frame for the purchase and sale agreement, the terms you concede here are nearly impossible to claw back later. That is exactly why drafting deserves the same rigor as analysis, and why Claude, used carefully, is so useful at this stage.
What Goes Into a Manufactured Housing Letter of Intent
An MHC LOI is not a generic real estate template. Several terms are specific to manufactured housing, and Claude can populate each one from the deal documents you provide.
- Purchase price and basis: Stated as a dollar figure, a price per pad, and an implied going-in cap rate on agency-eligible net operating income (NOI). Claude can compute all three from the T12.
- Earnest money deposit: Typically 1% to 3% of price, often going hard after diligence. Claude can present options at several deposit levels.
- Due diligence period: Commonly 30 to 60 days for an MHC, longer when utility infrastructure or permitting questions exist.
- Financing contingency and closing timeline: Aligned to your agency or bank takeout, including a realistic window to secure a quote and rate lock.
- Treatment of park-owned homes: Whether park-owned home (POH) value is included in the price or allocated separately, which changes both the real estate basis and the depreciation profile.
- Document delivery and reps: Seller delivery of the rent roll, T12, utility bills, permits, and tenant leases, plus representations on income and occupancy.
- Tenant lease protections: Confirmation that leases meet the protections agency lenders now require, which matters if you plan a Fannie Mae or Freddie Mac takeout.
This is where the diligence checklist and the offer connect. Our guide to AI manufactured housing acquisition due diligence sets out what to verify; the LOI sets out how long you have to verify it and what the seller must deliver so you can.
Setting Up a Claude Project for Offer Drafting
The most reliable way to draft offers is inside a Claude Project, a workspace that holds reference files and custom instructions across every chat. The same Project pattern that powers a Claude Project for MHC operator monthly reporting works for acquisitions. Build an acquisitions Project and load it with four things: your standard LOI template, a short statement of your buy box (target markets, minimum pad count, acceptable cap rate, deposit and diligence norms), an example of a past LOI you were happy with, and the current deal documents. In the custom instructions, tell Claude it is your acquisitions analyst, that it must ground every number in the uploaded files, and that it should flag any term it is unsure about rather than guessing. With that scaffolding in place, every offer you generate inherits your standards automatically, and you stop rebuilding context from scratch on each deal.
From Deal Data to a Draft LOI: The Prompt Sequence
Once the Project holds the rent roll, T12, and offering memorandum, a short sequence of prompts produces a first draft.
- Prompt 1, establish the numbers: Ask Claude to compute agency-eligible NOI from the T12, the implied going-in cap rate at the asking price, and the price per pad, then state the offer price that hits your target cap rate.
- Prompt 2, set the terms: Provide your deposit, diligence, and closing preferences and ask Claude to assemble them into structured LOI terms, including POH treatment and document delivery.
- Prompt 3, draft the letter: Ask Claude to write the full LOI using your template, in your voice, with the numbers and terms from the prior steps.
- Prompt 4, stress the language: Ask Claude to identify any term that is unusually buyer-favorable or seller-favorable, and to suggest a fallback position for each, so you negotiate from a prepared rather than a reactive stance.
The result is a draft that reflects the actual deal, not a recycled form. Claude Opus 4.8, the current flagship model, is well suited to this work because it reads long financial documents and holds the deal context across the whole sequence. The AI Consulting Network builds these acquisition Projects for MHC buyers so the prompt sequence is standardized and every offer comes out consistent.
Building the Supporting Offer Memo
An LOI rarely travels alone. Whether you are presenting to an investment committee, a capital partner, or simply documenting your own rationale, you need a short offer memo that justifies the price. Claude can draft that memo straight from the same Project: a one-page summary of the park, the income basis for the offer, the value-add thesis, the key diligence risks, and the proposed terms. Because the memo and the LOI draw on the same underlying numbers, they stay consistent, which is exactly what a skeptical capital partner looks for. According to the Manufactured Housing Institute, manufactured housing remains the largest source of unsubsidized affordable housing in the United States, a framing that often strengthens the narrative portion of an acquisition memo to mission-aligned investors.
Drafting Counters and Negotiation Language
Negotiation is iterative, and Claude shines at fast, careful revisions. When a seller counters, paste their response into the Project and ask Claude to redline your position, draft a counter that holds your must-have terms while conceding the low-priority ones, and explain the tradeoff in plain language. Because the model already knows your buy box and the deal numbers, its counters stay inside your guardrails. You move faster than a counterpart still drafting from a blank page, and you never lose track of which concessions actually matter to your return.
Guardrails: Where Claude Stops and Your Attorney Starts
AI drafting does not replace legal review. Claude produces a strong, deal-specific first draft, but a qualified manufactured housing attorney must review every binding document, and counsel should always handle the definitive purchase and sale agreement. Two rules keep you safe. First, never let Claude invent a term, a number, or a representation that is not supported by the deal documents; require it to cite the source file for every figure. Second, treat anything touching legal enforceability, indemnities, or financing conditions as a draft for your attorney to finalize, not as final language. Used inside these guardrails, the workflow compresses hours of drafting into minutes while keeping a human and an attorney firmly in control. CRE investors who want this offer-drafting system built around their own templates can connect with The AI Consulting Network, where Avi Hacker, J.D. helps manufactured housing buyers turn analysis into deal-ready offers.
Frequently Asked Questions
Q: Can Claude write a legally binding LOI for a mobile home park?
A: Claude can draft a clear, deal-specific LOI, but most LOIs are intentionally non-binding except for a few clauses like exclusivity and confidentiality, and any binding document should be reviewed by a manufactured housing attorney. Use Claude to produce the draft and your counsel to finalize the enforceable terms.
Q: What documents should I give Claude before drafting an MHC offer?
A: At minimum, provide the offering memorandum, the rent roll, and the trailing twelve month operating statement. Adding utility bills, a list of park-owned homes, and your standard LOI template lets Claude ground the price and terms in the real numbers rather than estimates.
Q: How is drafting an offer different from evaluating the park?
A: Evaluation answers whether the park is worth buying and at what value; drafting the offer turns that conclusion into terms, the price, deposit, diligence period, and seller obligations you are willing to commit to. They are sequential tasks, and this workflow starts where due diligence ends.
Q: Will Claude know the manufactured housing specific terms to include?
A: Yes, when you prime it. Load a Claude Project with your MHC LOI template and buy box, and Claude will populate manufactured housing specific items like park-owned home treatment, pad count, and the tenant lease protections agency lenders require, rather than producing a generic real estate form.
Q: Which Claude model is best for drafting acquisition documents?
A: Claude Opus 4.8 is the strongest choice for long-document tasks like reading a full offering memorandum and T12 and holding deal context across a drafting session. For quick edits and counters, a faster model is fine, but the initial analysis and draft benefit from the most capable model available.