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NYC parcel intelligence · v1

Find the sites worth pursuing this week.

Rank NYC development-site leads, then verify the evidence before diligence.

5,000 qualified leadsInspect
Qualification receipt

5,000 leads surfaced after current-source screening.

Passed
Evaluated
24,523
Screened out
12,116
Project leaks
0
Intelligence evidence chain
1 · Historical rank
Top 100
34.0%
Top 1,000
10.4%
NYC base
0.12%

273× top-100 enrichment · 84× top-1,000

2024 features → 2025 DOB NB filings · development-exposed benchmark. Historical enrichment—not current parcel accuracy, seller intent, or deal probability.

2 · Current qualification

12,116 candidates removed before 5,000 leads were surfaced.

800 current DOB/ZAP projects reconciled · 0 published project leaks. 250-lead borough floor · 97.7% pure-merit overlap. Membership gate only—it does not retrain the rank.

3 · Live outcomes
Monitor current

Official DOB outcomes observed through Aug 3, 2026.

Cohort issued Jul 30, 2026 · final eligibility Jul 30, 2027. Until then, current precision is intentionally not claimed.

ZAP projects mapped 800 / 8007,407 qualified below cutoffSelection borough floor 25011 current sources · 3 staleAddress provenance 569 PAD / 4,431 PLUTORefreshed Jul 30, 2026

This receipt validates feed eligibility and source reconciliation. It is not model accuracy, seller intent, transaction probability, or a substitute for diligence.

Freshness warning: NYC DOB (8.94 days old), NYC ZAP (8.94 days old), NYC DOB Safety, OATH/ECB, and HPD violations (8.94 days old). Verify the latest city records before acquisition diligence.
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How CityLens ranks and qualifies parcelsView methodology and limitations

Source records

Current parcel facts combine NYC PLUTO (including E-designations and restrictive declarations), ACRIS ownership, DOB project activity, LPC constraints, and available CityLens aerial-change observations. Source dates remain visible on every parcel.

Temporal model lineage

Verified
  1. Fit ranking
    2018 · 2020 · 2022
    Archived feature origins
  2. Calibrate
    2024 → 2025
    Historical feature/outcome cohort
  3. Score live
    Current records
    No current outcome labels

Archived snapshots teach the order; current official facts are scored at inference. The 2024→2025 result describes the selected rolling procedure—not this final refit's current hit rate. The current list reserves 250 qualified leads per borough before merit-fill.

Historical benchmark hit rate

In the historical 2024→2025 benchmark, 34 of the top 100 received a DOB new-building filing (34%; observed 95% interval 25.5–43.7%), and 104 of the top 1000 did so (10.4%; observed 95% interval 8.7–12.4%), versus a 0.124% eligible-population base rate. These outcomes have been inspected during model development and are not an independent current-accuracy estimate. The ranges quantify fixed-list outcome uncertainty only; they do not include model selection, spatial dependence, dataset shift, or current acquisition outcomes.

Live cohort · collecting

Parcel top 100
0 filings · 0.00% lower bound
Parcel top 1,000
0 filings · 0.00% lower bound
Site top 100
0 filings · 0.00% lower bound
Site top 1,000
0 filings · 0.00% lower bound

Observed through Aug 3, 2026. These are lower bounds, not final accuracy; unobserved parcels are not counted as negatives before Jul 30, 2027.

Weekly evidence monitor current · 1-day observation lag · freshness deadline Aug 11, 2026. Oldest official source update Aug 3, 2026.

Required diligence

Administrative lots, active projects, stale ownership, zoning overlays, environmental-designation requirements, tenancy, and site conditions can invalidate a lead. Verify official records and professional advice before outreach or underwriting.