RECONSTRUCTED PRODUCT ARCHITECTURE / 01
One market.
One market.
Many decisions.
A reasoned system map built from AutoPricer's public product surfaces and stated data sources.
PUBLICLY VISIBLE
NAMED PUBLIC DATA
INFERRED SERVICE BOUNDARY
02 / URL INTAKEPUBLIC SURFACE
Paste an AutoRia link
The valuation form publicly supports extracting vehicle parameters from a listing URL.
03 / COLLECTIONINFERRED SERVICE
Source adapters
Source-specific workers isolate layout changes, request limits and retry behaviour from the rest of the product.
FETCH source/pageSTATUS · OKEXTRACT listing schemaFIELDS · MAPPEDRETRY changed sourceBACKOFF · ACTIVE
04 / EVENT BUSINFERRED SERVICE
Market event queue
Collection speed is separated from processing speed. Failed sources can retry without blocking the market.
05 / NORMALIZATIONINFERRED SERVICE
Vehicle language
Make, model, generation, year, fuel, transmission, mileage, currency, region and origin become canonical fields.
RAW MAKE / MODEL→CANONICAL VEHICLELOCALIZED MILEAGE→NORMALIZED KM
06 / ENTITY RESOLUTIONINFERRED SERVICE
Comparable sets
Likely duplicates, malformed records and price outliers are separated before aggregation.
KEEPCOMPARABLEFLAGOUTLIERMERGEDUPLICATE
08 / VALUATIONPUBLIC BEHAVIOUR
Market price model
Average, median, sample size and price distribution are explicitly presented. Confidence improves with comparable supply.
LOWER QUARTILEMEDIANUPPER QUARTILE
09 / AGGREGATIONSPUBLIC BEHAVIOUR
Market movement
Rollups by year, generation, model, fuel type and transmission power the public market views and comparisons.
10 / RECOMMENDATIONPUBLIC BEHAVIOUR
Budget → viable cohorts
Budget, year range and the public “exclude USA cars” control return realistic models structured by generation.
BUDGETYEAR RANGEEXCLUDE USA
11 / PRODUCT APIINFERRED BOUNDARY
One contract for market questions
QUERYmarket valuationQUERYprices by yearQUERYbudget cohortsQUERYmodel comparisonREADmarket overviewREADmodel index
SECOND DATA PLANEVEHICLE IDENTITY / PUBLIC REGISTRIES
13 / VEHICLE LOOKUPPUBLIC SURFACE
VIN or Ukrainian plate
A 17-character VIN or licence plate starts a separate evidence workflow.
14 / LOOKUP ROUTERINFERRED SERVICE
Local first. Fallback second.
Resolve a locally imported record when available; otherwise continue through global VIN decoding.
LOCAL MATCH→ REGISTRYNO MATCH→ NHTSA
15 / DATA.GOV.UANAMED PUBLIC DATA
Imported registration records
Vehicle attributes, registration history, region and theft marker from local public datasets.
16 / NHTSA VPICNAMED PUBLIC DATA
Global VIN fallback
VIN decoding and global WMI patterns, plus publicly described recalls and crash-safety data.
17 / REPORT ASSEMBLYINFERRED SERVICE
One vehicle evidence view
Merge local registration context and fallback decoding into a stable report with explicit provenance.
IDENTITYRESOLVEDHISTORYWHEN AVAILABLETHEFTLOCAL MARKERRECALLSIMPORTED VEHICLES
ACQUISITION PLANESEARCH INDEX / CONTENT / SUBSCRIBER LOOP
18 / CONTENTPUBLIC SURFACE
Searchable market knowledge
Brand, model and year pages connect product data with editorial buying guidance.
19 / SUBSCRIBERSPUBLIC SURFACE
Market insight signup
Email capture for future updates about models becoming cheaper, more expensive or better value.
20 / OPERATIONSINFERRED SERVICE
The system watches itself
Freshness, parse success, source drift and queue lag are the minimum controls implied by 24/7 regular updates.
FRESHNESSMONITOREDPARSE RATETRACKED
INFERRED ARCHITECTURE / BASED ON PUBLIC PRODUCT BEHAVIOUR / PUBLIC DATA SOURCES ARE NAMED ONLY WHERE AUTOPRICER NAMES THEM / NOT A DISCLOSURE OF PRIVATE IMPLEMENTATION
HOLD + DRAGTO EXPLORE
ALL SYSTEMS