PlotCipher
Dallas County · 500,000+ parcels · Pre-launch

Find Dallas land deals
others can’t see.

PlotCipher scans every parcel in Dallas County, ranks the mispriced and underutilized ones, and shows you exactly why each deal exists — before it surfaces anywhere else.

Founding-tier pricing locked in for life · No card · We email before launch.

Property Radar · Top Deals Today
#1

5612 Bexar St · 75215

Vacant Corner Lot
97
#2

1104 Marburg Ave · 75203

Tiny Res on Large Lot
94
#3

7823 Hutchins Rd · 75241

Parking → High-Density
93
0524… · 17% below zone median · zoning RC-2 · 6,200 sqft underbuilt · refresh 2s ago

The problem

The good deals never
reach the MLS.

Zillow shows you what’s listed. Land opportunity lives somewhere else — buried in DCAD parcel records, zoning code, permit filings, FEMA flood maps, and the value-gap math nobody runs by hand. By the time a “deal” surfaces in a standard search, three other buyers already have it.

MLS-only search misses ~99% of land opportunity.

Listings show what owners want to sell. The best deals are with owners who don’t know they should.

Mispriced and fairly-priced parcels look identical in a list view.

A 12k sqft lot zoned for 8 stories looks the same as one zoned for a duplex — until you do the math. We do the math on every one of the half-million-plus.

Acquisition teams burn weeks on parcels that shouldn’t have been opened.

Wrong zoning. Floodway. Held by an estate that won’t sell. We cut these in the first scan.

How it works

From half a million parcels
to your shortlist in under a minute.

A five-stage pipeline runs continuously across Dallas County. You see the output, not the wiring.

01

Scan

Every parcel in Dallas County is loaded with DCAD valuation, zoning, lot geometry, structure data, ownership, and 30+ derived signals.

02

Detect

The ML model surfaces parcels whose profile is statistically out of step with their peers — the seed of every real deal.

03

Rank

Each parcel gets a 0–100 Deal Score. The top decile is what you act on; the long tail is for benchmarking.

04

Analyse

Zoning ceilings, value gaps, market context, comp medians, FEMA flood, and permit pressure — the why behind the score.

05

Prioritise

Filter by archetype, score, zoning, gap. Parcels move from leaderboard to map to pipeline in one click.

Inside the product

What you’ll find inside.

Discovery

Deal Leaderboard

Rank every parcel in the county by AI Deal Score. Sort by value gap, use gap, land $/sqft. The county on one screen.

Exploration

Interactive Parcel Map

Pan Dallas, see deals as colored dots, click for a 14-metric intel panel. Filters survive refresh and back-navigation.

Intelligence

AI Deal Score

A 0–100 composite from the v2 opportunity model. Trained on real DCAD records, zoning capacity, and value spreads — not narrative scoring.

Evidence

Comparable Sales Analyzer

Median land $/sqft drawn from real sold land comps within a 2-mile radius, IQR-trimmed. Falls back to parquet only when sold coverage is thin.

Ownership

Owner Intelligence

DCAD-registered owner, mailing address, holding pattern. Skip parcels held by entities that have never sold.

Workflow

Acquisition Pipeline

Move parcels from “Watching” to “Underwriting” to “LOI sent” in a Kanban built for land teams. Notes, tags, outreach log per deal.

Guidance

Underwriting Guidance

Zoning ceiling, allowed FAR, max stories, units permitted, residual context. Not a pro-forma — a sanity bound.

Land use

Zoning Analysis

Detects mismatch between current use and zoning capacity — the most common source of upzone-driven value.

The moat

Every score comes
with a paper trail.

A Deal Score on its own is just a number. PlotCipher shows you the three or four real facts that produced it — pulled from DCAD, FEMA, Dallas permits, and county sale records. If you can’t defend the deal in a partner meeting, it isn’t a deal.

Zoning Mismatch
evidence.tx
parcel06234500010050000 · FOREST LN, DALLAS · 75230
current use1-Story Retail · 6,200 sqft built
zoningRR-MU-90 (mixed-use, max 90 ft / FAR 4.5)
gapuse 78% below zoning ceiling
peer comps24 RR-MU-90 parcels in 75230 — median $/sqft $187
this parcel$43/sqft assessed · 4.3× spread
Underutilized Residential
evidence.tx
parcel18024500080020000 · E LEDBETTER, DALLAS · 75216
shape area32,400 sqft (0.74 ac)
structure780 sqft single-family · built 1962
land ratio94% — improvement is functionally negligible
floodZone X (none)
permit pressure+180% YoY in 75216 (Dallas permits)
Corridor Pricing Inefficiency
evidence.tx
parcel00056800010040000 · GASTON AVE, DALLAS · 75214
zone median$312/sqft (38 zone+ZIP comps)
this parcel$76/sqft assessed
nearby sold comps11 comps within 2 mi · median $/sqft $284
ai signalfinal_score 0.94 — top 6% in Dallas

Trust

We won’t make up
your thesis.

Every metric is traceable to a public record or a sold transaction. We don’t manufacture cap rates, IRRs, or cash-on-cash projections. We surface what the data actually says — and we tell you when the data is too thin to be confident.

DCADParcel + deed sales · 731k records loaded daily
FEMAFlood zones (NFHL) · zone X / AE / VE per parcel
Dallas PermitsPermit velocity score per ZIP
Sold land comps2-mi radius matching, IQR-trimmed
Zip-level appreciation3yr CAGR per parcel
CensusGeocoder for lat/lon resolution

The line we won’t cross

No synthetic cap rates
No "estimated rent" hallucinated from a model
No claims of off-market access we don’t have

What we’ll always do

Show comp counts and confidence
Mark every estimate as an estimate
Say "insufficient data" when that’s the truth

Who it’s for

Built for the people
who close first.

Investors

PainYou can’t read 667,000 parcels. The right one is in there.
OutcomeSee the top decile by Deal Score — sorted by what you care about.

You’ll use

LeaderboardMapAI Deal ScoreSaved Deals

Developers

PainSite-finding is the bottleneck. Zoning ceiling math is the second one.
OutcomeFilter by archetype + zoning capacity. Read the ceiling instantly.

You’ll use

Zoning AnalysisUnderwriting GuidanceCompsMap

Wholesalers

PainYou need leads with motivation signals — not just MLS pulls.
OutcomeFind under-improved parcels with passive owners. Move first.

You’ll use

Owner IntelligencePipelineOutreach LogMap

Acquisition Teams

PainSourcing is opaque. Partners want a defensible thesis.
OutcomeEvery deal opens with the data trail that makes the case.

You’ll use

PipelineWhy this deal existsCompsExport

Showcase

This is what the rest
of the market doesn’t have.

Deal Leaderboard · this week
filter · score ≥ 90
#1

5612 Bexar St

zoning · MF-2

+$318K97
#2

1104 Marburg Ave

zoning · R-7.5

+$274K94
#3

7823 Hutchins Rd

zoning · C

+$512K93
#4

3301 Overton Rd

zoning · MF-1

+$198K91

Property Radar

Deal-scored heat across the county. Click any parcel for the 14-metric intel panel.

Deal Leaderboard

Sortable by score, value gap, use gap, land $/sqft. Free tier unlocks 3 deep analyses per month.

Parcel Detail

Mispricing detection · zoning ceiling · comp median · AI thesis — the data trail behind every score.

Comps Table

Real sold land comps within 2 mi, IQR-trimmed. Median, not mean.

Pipeline

Kanban from Watching → LOI Sent. Notes, outreach, tags per deal.

Pricing

Reserve your tier
before launch.

Pricing is anchored to how many deals you act on, not download counts. Waitlist members get founding pricing, locked in for life — the rate never goes up while you stay subscribed.

Free

Try the product on three real deals.

$0/mo

Forever — no card

  • 3 full deal analyses / month
  • Browse full leaderboard (read-only)
  • Map exploration
  • Basic zoning analysis
Join Waitlist
Most reserved

Investor Pro

See the whole leaderboard.

$49/mo$79

Founding price · save $30/mo

  • Unlimited deal analyses
  • Saved deals + active pipeline (5)
  • Sold comps + zone benchmarks
  • CSV export
Reserve Pro

Pro+

Move with conviction.

$99/mo$149

Founding price · save $50/mo

  • Everything in Pro
  • Unlimited pipeline
  • Owner intelligence
  • "Why this deal exists" reports
  • Priority data refresh
Reserve Pro+

Developer

Build a sourcing engine.

Custom

Talk to us — usage-based

  • Everything in Pro+
  • Multi-seat
  • API access
  • Custom archetype filters
  • Onboarding + Slack
Reserve Developer

Launching early access soon · Free tier is the trial — no countdown, no card.

Early access

Stop guessing which
Dallas land deals matter.

Half a million parcels are already scored, ranked, and waiting. The next one is yours if you find it first. Drop your email — we’ll let you in before the rest of the market hears about us.

Built for investors who close before everyone else opens the spreadsheet.