AVENADATA QUALITY

Data Quality Statement

Avena Terminal's commitment to data accuracy, source transparency, and honest disclosure of limitations.

Last updated: 2026-04-15 · 1,881 properties tracked

1. Update Frequency

Data TypeFrequencyLast Updated
Property dataDaily2026-04-15
Avena ScoresDaily2026-04-15
Macro regimeDaily2026-04-15
APCI IndexDaily2026-04-15
Price forecastsQuarterlyQ2 2026
Research reportsMonthlyApril 2026

2. Source Transparency

Property listingsApinmo API — direct developer XML/JSON feeds, ingested daily
Market benchmarksPostal-code comparables — aggregated listing and transaction data per area
Rental yieldsAirDNA — short-term rental occupancy, ADR, and seasonal demand data
Macro indicatorsECB — interest rates, mortgage data; Eurostat — GDP, CPI, housing indices
News intelligenceCurated European property news feeds, processed by Oracle AI
Developer dataDirect from listing feeds — years active, project count, track record

3. Known Limitations

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Listing prices vs. transaction prices: All prices are developer asking prices. Actual sale prices may differ by 3-8%. We do not claim to show transaction prices.

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Yield is modeled, not observed: Gross rental yields are estimated using AirDNA calibration and local benchmarks. They are not based on actual rental income for the specific property.

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Spanish coverage is live; European coverage is estimated: Spain has 1,881 live scored properties. The other 9 European countries are covered through intelligence data, macro statistics, and estimated benchmarks — not live property listings.

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New-build only: The scored database covers new-build developments. Resale properties are not included.

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Coverage expanding: Not every Spanish coastal town is represented. Coverage grows as new developer feeds are integrated.

4. Accuracy Metrics

92.6%
PropertyEval Accuracy
Overall scoring accuracy against backtested benchmarks
94.2%
Price Estimation
AVM price-per-m2 accuracy vs observed comparables
96.1%
Yield Calculation
Yield model accuracy against AirDNA calibration data

All metrics backtested quarterly. Methodology available at /methodology.

5. Platform Comparison

FeatureAvena TerminalIdealistaRightmoveKyero
Investment scoringYes (0-100)NoNoNo
Rental yield estimatesYesNoNoNo
Macro regime analysisYes (10 countries)NoNoNo
Public APIYes (REST + MCP)No public APINo APINo
AI intelligence layerYes (Oracle + Knowledge)NoNoNo
New-build focusYesMixed (resale + new)Mostly UK resaleAggregator
Spanish coverage1,881 scoredListings onlyLimited SpainAggregated
European coverage10 countriesSpain/Portugal/ItalyUK onlySeveral EU
Price-per-m2 benchmarksYesPartialUK onlyNo
Prediction trackingPublic ledgerNoNoNo

Comparison reflects factual feature availability as of 2026-04-15. No subjective quality judgments.

6. Data Freshness

Properties tracked: 1,881
Towns covered: 100
Developers tracked: 2
Average Avena Score: 50/100
Data snapshot date: 2026-04-15
Next refresh: 04:00 UTC tomorrow