Balanced
50 catalyst points, 30 owner-behavior points, and 20 buy-box-fit points.
Acren ranks commercial properties by recorded public-record evidence — including distress, ownership, entity, and debt records. It does not predict sale probability, estimate value, or infer anyone's intent. Research Priority uses disclosed weights and deterministic tie breakers. Evidence confidence is a separate measure and never changes the priority score.
Market, asset class, value, size, tenure, owner, and record filters determine eligibility.
Every eligible property is scored before the review limit. Qualified, dated evidence contributes points inside owner-circumstance evidence, owner-behavior, and asset-fit pillars.
Unknown evidence receives no points, checked-but-not-observed evidence is labeled separately, and evidence confidence never multiplies or changes priority.
The total, every factor state, source date, missing input, confidence measure, and deterministic tie breaker are persisted with the run.
| Pillar | Weight | Recorded inputs | Evidence treatment |
|---|---|---|---|
| Recorded catalysts | 50 points | Explicit current tax delinquency and a qualified recorded mortgage maturity in the next 12 months | Unknown is distinct from checked and not observed; a recent refinance reduces priority by 5 points |
| Owner behavior | 30 points | Recent source-qualified dispositions, recorded tenure, and out-of-state owner mailing | Disposition history carries most of this pillar; tenure and absentee status are deliberately low-weight proxies |
| Buy-box fit | 20 points | The property passed every configured market, asset, value, size, tenure, owner, and record gate | Fit is eligibility evidence, not a claim about willingness to transact |
| Corroboration | Up to 10 points | Independent tax plus maturity evidence, or recent dispositions plus a long recorded hold | Points require both qualifying observations; historical lien and foreclosure counts remain context only |
| Evidence confidence | 0 to 100, separate | Source freshness and whether tax, mortgage, disposition, tenure, and owner evidence can be evaluated | Reported beside priority and never used as a multiplier |
50 catalyst points, 30 owner-behavior points, and 20 buy-box-fit points.
65 catalyst points, 20 owner-behavior points, and 15 buy-box-fit points.
40 catalyst points, 40 owner-behavior points, and 20 buy-box-fit points.
35 catalyst points, 20 owner-behavior points, and 45 buy-box-fit points.
| Band | Score | Meaning |
|---|---|---|
| Higher heuristic priority | 70.00 to 100.00 | Multiple qualified factors support earlier review within this saved buy box. |
| Review priority | 45.00 to 69.99 | Some qualified differentiating evidence is present. |
| Lower heuristic priority | 0.00 to 44.99 | Qualified catalysts are neutral, absent, or not yet observable. |
The factor catalog is broader than the production model. Only the factors disclosed above affect Research Priority v2.0. Historical liens, historical foreclosures, and owner legal form are context only until active status, dates, and outcome calibration qualify them. Additional factors require a recorded factor-level lift test before activation.
Property classifications are shown as Verified, Likely, or Unverified. Verified requires a held-out labeled test set that meets a recorded market gate. Likely means recorded use fields support the class but held-out accuracy has not cleared that gate. Unverified means the available fields are insufficient or conflicting. These labels are evidence tiers, not probabilities.
A high score does not mean an owner intends to sell.
A stated maturity is historical recorded evidence, not proof of a current balance, payoff amount, or active obligation.
The score is a research queue, not underwriting or valuation advice.
Missing evidence is visible as unknown and receives no points. It is never converted into a negative observation.
Historical runs retain their model version, preset, factors, and source dates.
Market classification gates remain unevaluated until genuine held-out review data exists.
Responsible boundary. Not for FCRA-regulated use. Acren organizes commercial-property and business-entity records and ranks research priority from recorded evidence. It does not predict intent, provide valuation or underwriting, or support consumer-eligibility decisions.
Every recommendation must carry source trails, field-level rights status, and open questions.
Customers are responsible for verifying records before outreach, capital, or workflow decisions.
Customer-facing, summarized, internal-only, and withheld fields stay visible as product controls.
Acren keeps eligibility, scoring, classification, and source evidence separate so acquisition teams can challenge each decision directly.
Responsible boundary. Not for FCRA-regulated use. Acren organizes commercial-property and business-entity records and ranks research priority from recorded evidence. It does not predict intent, provide valuation or underwriting, or support consumer-eligibility decisions.