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Transparent · Reproducible · Explainable

How the Vivalty
investment score is calculated.

Every property on Vivalty is rated 0–100 across six factors. We don't hide the formula and we don't invent numbers. This page documents the exact weights, source data and confidence levels behind every figure you see on a listing page.

Factors
6
Pos. range
+95
Risk penalty
−18
The six factors

Each property's score is the sum of six explainable factors.

📈

Rental yield

+40
max points

Gross rental yield estimated from city benchmarks and the asking price. Each 1% of yield earns 5 points, capped at 40.

Inputs
City avg €/m² and rental yield benchmarks
Country base rental yield
Listing's asking price + area
🏘️

Rental demand

+20
max points

Local rental demand classification (low / medium / high) tied to the city, with country fallback when city signal is unavailable.

Inputs
City demand classification (admin-curated)
Country base demand
📊

Market trend

+20
max points

Twelve-month price trend (declining / stable / growth). Growing markets earn the full 20 points.

Inputs
City trend (admin-curated)
Country trend baseline
💰

Value for money

+10
max points

Implied price per m² versus the city benchmark. Up to +10 when priced ≥15% below city average; −8 when priced ≥25% above.

Inputs
City €/m² benchmark
Listing area + price
🛡️

Verification

+5
max points

Editorial review by Vivalty's investor desk. +5 when the listing has been verified.

Inputs
Vivalty editorial review
Agency credentials
⚠️

Country / city risk

−18
max points

Subtracted from the raw score — up to −18 points for elevated jurisdiction risk.

Inputs
Country / city risk classification (low / medium / high)

The maths in one line.

score = clamp(0, 100, yield + demand + trend + value + verification − risk)

Each component caps at the maximum points listed above. We persist the breakdown alongside the score, so any dispute can be re-traced to the source inputs.

Anti-hallucination contract
We never let the AI advisor invent numbers. Every figure quoted in chat or on a listing page is sourced from the database; estimates are flagged with a yellow disclosure pill.
Confidence indicators

We tell you how sure we are.

Every listing carries a confidence pill so you instantly know whether the score is grounded in verified, estimated or country-baseline data.

Verified

City-level data + listing-level data are both present and recent.

Estimated

Some city or listing inputs use country-level fallbacks — refine with admin overrides.

Country baseline

Only country baseline data is available. Yield, demand and trend are country-wide.

Data sources

Every number traces back to its source.

We rebuild the pricing, yield and risk benchmarks from a documented stack of public, institutional and proprietary inputs. No black-box scraping.

🏛️

Public market benchmarks

  • INSEE & Notaires de France (FR pricing)
  • ONS / Land Registry (UK pricing)
  • Idealista, Tinsa & INE (ES pricing)
  • Wüest Partner & SNB (CH pricing)
  • Idealista.it & OMI (IT pricing)
  • DXB Land & Property Monitor (AE pricing)
  • Confidencial Imobiliário & INE (PT pricing)
📐

Rental yield references

  • Country and city-level yield benchmarks (admin-curated)
  • Listing-level yield estimates derived from asking price ÷ market rent
  • Tourist short-let benchmarks for Algarve, Florence, Dubai
🌐

Macro & risk inputs

  • OECD & IMF country economic outlooks
  • ECB & SNB policy rate guidance
  • Local property tax / acquisition fee schedules
🧠

Vivalty proprietary signals

  • Editorial verification by the Vivalty investor desk
  • Agency credential checks
  • User-engagement signal aggregation (saved, viewed, contacted)
Source-verified pricing benchmarks
Country-aware tax & fee schedules
Quarterly methodology review

Important disclosures

  • Vivalty is a real-estate marketplace and information service. We are not a regulated investment advisor; the score is a research tool, not a personalised recommendation.
  • Past performance and modelled projections are not guarantees. Projections rely on country-level appreciation and tax assumptions documented in the simulator.
  • Listings sourced from third-party agencies may contain inaccuracies. Always verify the title deed, tax position and rental contracts directly with the listing agency before purchasing.
  • Currency, capital gains and exit-tax treatment depend on your jurisdiction. Consult a qualified international tax advisor before committing capital.

Want a methodology deep-dive?

Our investor-relations desk will walk you through the underlying datasets and weight calibration process — useful for family offices and institutional partners.