Methodology
Updated 2026-05-17. This page is the load-bearing trust signal for everything Apartmentrehabloan publishes — please read it.
What this site is
Apartmentrehabloan.com is a reference publication for active multifamily operators working the bridge-to-agency capital stack on value-add deals — 5 to 150 units, fix-and-stabilize-then-refinance plays, operator-LLC borrowers who already know what a draw schedule looks like and want to know whether a lender's draw schedule actually runs on time. The site does not explain basic concepts. It does not carry lender-sponsored content. Its editorial focus is the gap between what a term sheet says and what a closed loan costs — all-in, including extension fees, draw-inspection friction, prepay, and take-out failure exposure.
This page exists because you should know how the content is produced before you rely on it for a capital decision.
How our articles get written
Articles on this site are researched and written by an automated editorial system that uses large language models (LLMs) — specifically, AI systems in the class of GPT-4, Claude, and related models — to draft, structure, and edit content. There is no human journalist assigned to individual pieces. A human-defined editorial specification controls what topics get covered, what claims require citation, what the voice sounds like, and what the site will not publish. But the sentences you are reading were produced by that AI system operating under that spec.
We are telling you this directly because it is material to how you weigh the content. AI-drafted analysis of lender term sheets and draw-process friction is not the same as a workout attorney's firsthand experience with a specific lender in default. Use this site as a structured starting point for due diligence — not as a substitute for reading the actual loan docs or talking to operators who have closed with a given counterparty in the last 12 months.
Where our facts come from
Because no proprietary deal database is currently integrated into this site, factual claims are sourced from publicly available materials: lender rate sheets and program guides where publicly posted, FDIC call report data for bank-lender balance sheet exposure, SEC filings for publicly traded bridge lenders and mortgage REITs, Fannie Mae and Freddie Mac published underwriting guidelines and execution data, HUD/FHA multifamily program documentation, Federal Reserve H.15 and SOFR/term SOFR term structure data from CME Group, and county recorder and public property transfer records where deal-level data is cited. Each external link in a published article corresponds to a specific claim and is checked at build time (see Section 4). Where data is drawn from a primary source, that source is linked. Where it is not linkable, the article states the limitation.
We do not treat lender marketing materials as factual sources. When lender-published content is referenced, it is treated as a primary document to be interrogated, not confirmed.
What we verify before we publish
Every article passes through four automated gates before it goes live:
Citation verification. Every external link in every article is fetched and evaluated by Claude Haiku against the surrounding claim. Each citation receives a PASS, WARN, or FAIL rating. Articles carrying FAIL-rated citations are flagged and withheld from publication until the citation is corrected or removed. WARN citations are published with the flag logged for editorial review.
Policy compliance gate. An automated check confirms that all required site pages — including privacy policy, terms of use, about, contact, disclosure, methodology, and corrections — exist and are reachable from site navigation. The gate also runs a prohibited-content scan and checks that any content requiring named attribution carries it.
Structural lint. Heading hierarchy, working interactive tools (forms, calculators, tables), affiliate-tag threading, and ad slot integrity are checked on every build. A broken calculator or a heading structure that skips levels fails this gate.
Cross-model widget verification. Where the site includes interactive tools, a second model (DeepSeek) replays each widget with multiple inputs and confirms that outputs vary appropriately. A widget that returns the same output regardless of input does not ship.
These gates run on every build. They do not guarantee factual accuracy — the citation check catches broken or contradicted links, not errors in underlying source documents. Treat them as a floor, not a ceiling.
How often we update
Every article is reviewed and refreshed on a minimum quarterly cycle. Content covering lender pricing, rate spreads, or regulatory thresholds is reviewed more frequently given how quickly those figures move relative to a quarterly clock. When a correction materially changes a stated fact — a wrong spread, an incorrect extension-fee structure, a mischaracterized take-out requirement — the affected article is rewritten immediately and the correction is logged at /corrections. The full site is rebuilt when the underlying editorial system upgrades to a new model version or a new editorial specification version.
How to flag an error
If you find a factual error — a wrong number, a mischaracterized loan structure, a cited source that doesn't say what we claim it says — we want to know.
Submit corrections at /corrections or by email at [email protected]. Include the article URL, the specific claim you believe is wrong, and, if you have it, a source that supports the correction. We review every submission. Corrections that change a material fact are published on the corrections log and trigger an immediate article update.
We do not bury corrections in a quiet edit. If we got a number wrong that could affect how you evaluate a lender or structure a deal, the correction is noted publicly.
Who runs this site
Apartmentrehabloan.com is owned and operated by Greenflower Capital LLC. Greenflower Capital LLC is the parent entity for a network of AI-researched, AI-written publications. It is not a lender, broker, or mortgage bank. It does not originate loans, place capital, or earn fees from loan transactions. Revenue on this site comes from display advertising and, where present, clearly disclosed affiliate arrangements. Lenders do not pay for editorial coverage, and advertiser relationships do not influence article content or lender assessments.