Late consensus
You find a neighborhood after every listing agent is already calling it up and coming.
FORWARD NEIGHBORHOOD INTELLIGENCE
See the neighborhood before it moves
Harbinger scores neighborhoods by the leading signals that usually show up before appreciation: permits, planning activity, business formation, migration pressure, and infrastructure momentum.
AUSTIN DEMO METRO
24-month forecast
2Y3Y5Y
Permits +18%
Zoning rising
Openings +12
Migration high
Transit near
SELECTED NEIGHBORHOOD
East Riverside
Confidence high · +9-13% outlook
SCORE
87
Transit investment92
Permit velocity84
Business openings79
Migration pressure76
Supply pipeline risk42
THE LATE-CONSENSUS PROBLEM
Comps tell you what already happened
Scattered data
Planning portals, permit PDFs, census tables, and business registries never land in one weekly view.
Current-state tools
Most products show today's prices, rents, or property ROI instead of future neighborhood movement.
THE FORWARD LAYER
A forward signal layer for acquisitions
Harbinger turns fragmented public and commercial indicators into a neighborhood forecast score. Pick a metro, filter by strategy and risk, then inspect the drivers behind each score.
01
Sources
02
Normalized signals
03
Forecast score
04
Watchlist alert
SAMPLE METRO
Rank the next 24 months at a glance
2Y3Y5Y
| Neighborhood | Score | Confidence | 2-year outlook | Top driver | Risk flag |
|---|---|---|---|---|---|
| East Riverside | 87 | High | +9-13% | Transit investment | Supply pipeline |
| North Loop | 81 | Medium | +7-10% | Business openings | Pricing stretched |
| St. Johns | 78 | Medium | +6-11% | Permit velocity | Construction delays |
| South Manchaca | 73 | Medium | +5-8% | Renter formation | School rating drag |
| Govalle | 69 | Low | +4-8% | Planning momentum | Flood exposure |
FEATURES
Built for investors who move early
Forecast heatmaps
See neighborhoods ranked by 2, 3, and 5 year appreciation probability.
Explainable drivers
Every score shows the signals pushing it up or down, so it is not a black box.
Signal alerts
Know when permits, zoning movement, or business openings cross your threshold.
Strategy filters
Tune rankings for buy-and-hold, small multifamily, BRRRR, or aggressive plays.
Investor memos
Export a neighborhood scorecard for lenders, partners, or acquisition notes.
Watchlists
Track neighborhoods across metros without rebuilding the same spreadsheet weekly.
WORKFLOW
From messy signals to a clear shortlist
STEP 1
Choose a metro
STEP 2
Read the heatmap
STEP 3
Open the why
STEP 4
Save the move
SIGNAL MATRIX
The signals behind the score
Every factor carries source, trend, freshness, weight, and confidence, so investors can challenge the score before adding a neighborhood to diligence.
Permit velocityAustin permitting portalRising84Updated 5d ago
Planning momentumCorridor study + rezoning docketAccelerating76Updated 9d ago
Business formationState registrations + food permitsRising79Updated 3d ago
Demand pressureACS + rent contextSteady high68Updated 14d ago
Infrastructure accessTransit and capital projectsImproving82Updated 21d ago
Risk dragSupply pipeline + affordabilityWatch42Updated 7d ago
Built for the investor's first question
“I do not need another rent calculator. I need to know which submarkets deserve diligence before my competitors notice.”
Maya Chen
“The driver breakdown is the useful part. I can challenge the score instead of trusting a mystery model.”
Aaron Wells
“Our weekly market meeting starts with the watchlist now. It saves hours of scattered portal checks.”
Priya Shah
12 public signal categories
2 to 5 year horizons
Metro-first MVP
Reports built for partner review
Start with one metro. Scale to a firm dashboard.
One sample metro
Free Preview
$0
- 5 scorecards
- Monthly refresh label
- 3-neighborhood watchlist
- Watermarked sample export
For solo investors
Individual
$99/mo
- 1 active metro
- 25 saved neighborhoods
- Weekly signal digest
- 10 report exports/month
For active acquisition teams
Investor Pro
$299/mo
- 5 active metros
- 150 saved neighborhoods
- Advanced filters
- CSV/PDF exports
For firms and analysts
Firm Dashboard
$10K/yr
- Shared watchlists
- Custom metro roadmap
- API/export support
- Quarterly data review
Questions investors ask before trusting a score
Is Harbinger predicting exact home prices?
No. Harbinger ranks neighborhood momentum and shows expected appreciation bands. It is a screening and diligence tool, not an appraisal or guaranteed return model.
Where does the data come from?
The MVP combines public planning, permit, census, business registration, infrastructure, and rent/price context sources with visible freshness and confidence labels.
How is this different from Zillow or Redfin?
Zillow and Redfin are strong for current listings and comps. Harbinger is built around leading signals that may indicate future neighborhood change.
Can I use this for any city?
The MVP starts with Austin, Atlanta, and Phoenix, then prioritizes additional metros by data availability and investor demand.
What if the model is wrong?
Every score includes confidence and risk flags. Harbinger sharpens diligence shortlists; it does not replace underwriting or local expertise.
Can I export reports for partners?
Yes. Paid plans include exportable neighborhood memos with score drivers, map snapshot, signal changes, and risk notes.
NEXT ACQUISITION MEETING
Find the signal before it becomes consensus
Start with a sample metro, inspect the score drivers, and build a watchlist.