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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 22, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

1,366 listings found

No Photo

2027 Toyota Corolla LE

Roseburg, OR

Fair PriceRobust · 406
$25,284Mileage not verified

Market: $23,659$30,313

Comparison: 406 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Toyota Corolla LE

Roseburg, OR

Fair PriceRobust · 406
$25,654Mileage not verified

Market: $23,659$30,313

Comparison: 406 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Toyota Corolla Hatchback SE

Roseburg, OR

Fair PriceModerate · 43
$27,609Mileage not verified

Market: $25,238$29,559

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Toyota Corolla Hatchback SE

Coos Bay, OR

Fair PriceModerate · 39
$27,709Mileage not verified

Market: $25,238$29,559

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Toyota Corolla LE

Coos Bay, OR

Fair PriceRobust · 398
$28,164Mileage not verified

Market: $23,659$30,313

Comparison: 398 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Toyota Corolla SE

Coos Bay, OR

Fair PriceRobust · 209
$29,084Mileage not verified

Market: $26,354$33,011

Comparison: 209 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Toyota Prius LE

Roseburg, OR

Great DealModerate · 41
$29,238Mileage not verified

Market: $30,569$33,137

Comparison: 41 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 53 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Toyota Corolla SE

Coos Bay, OR

Fair PriceRobust · 209
$29,559Mileage not verified

Market: $26,354$33,011

Comparison: 209 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda HR-V LX

Coos Bay, OR

Fair PriceRobust · 347
$30,005Mileage not verified

Market: $26,771$34,195

Comparison: 347 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda HR-V Sport

Coos Bay, OR

Fair PriceRobust · 711
$31,350Mileage not verified

Market: $28,597$37,395

Comparison: 711 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Toyota Corolla XLE

Roseburg, OR

Fair PriceRobust · 57
$31,394Mileage not verified

Market: $31,079$33,241

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda HR-V Sport

Coos Bay, OR

Fair PriceRobust · 711
$31,805Mileage not verified

Market: $28,597$37,395

Comparison: 711 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda HR-V Sport

Roseburg, OR

Fair PriceRobust · 713
$32,055Mileage not verified

Market: $28,597$37,395

Comparison: 713 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda HR-V EX-L

Roseburg, OR

Fair PriceRobust · 524
$33,650Mileage not verified

Market: $30,794$39,445

Comparison: 524 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda HR-V EX-L

Roseburg, OR

Fair PriceRobust · 524
$33,650Mileage not verified

Market: $30,794$39,445

Comparison: 524 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda HR-V EX-L

Coos Bay, OR

Fair PriceRobust · 518
$33,855Mileage not verified

Market: $30,794$39,445

Comparison: 518 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Toyota Prius XLE

Coos Bay, OR

Fair PriceModerate · 34
$36,724Mileage not verified

Market: $32,522$38,551

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda CR-V EX

Roseburg, OR

Fair PriceRobust · 170
$36,850Mileage not verified

Market: $33,748$41,145

Comparison: 170 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda CR-V EX

Roseburg, OR

Fair PriceRobust · 170
$36,850Mileage not verified

Market: $33,748$41,145

Comparison: 170 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda CR-V EX

Roseburg, OR

Fair PriceRobust · 170
$37,305Mileage not verified

Market: $33,748$41,145

Comparison: 170 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda CR-V EX-L

Coos Bay, OR

Fair PriceRobust · 304
$38,750Mileage not verified

Market: $35,713$42,840

Comparison: 304 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda CR-V EX-L

Roseburg, OR

Fair PriceRobust · 304
$39,000Mileage not verified

Market: $35,713$42,840

Comparison: 304 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda CR-V EX-L

Roseburg, OR

Fair PriceRobust · 304
$39,000Mileage not verified

Market: $35,713$42,840

Comparison: 304 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Compass Trailhawk

Roseburg, OR

UnscoredInsufficient · 0
$39,285Mileage not verified

Roseburg, OR

No Photo

2027 Honda CR-V Sport

Roseburg, OR

Fair PriceRobust · 109
$39,330Mileage not verified

Market: $36,112$43,070

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Cherokee Laredo

Roseburg, OR

Great DealModerate · 25
$39,745Mileage not verified

Market: $40,125$42,940

Comparison: 25 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 31 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 GMC Terrain Elevation

Roseburg, OR

Fair PriceRobust · 104
$39,844228 mi

Market: $32,427$42,595

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 GMC Terrain Elevation

Roseburg, OR

Fair PriceRobust · 104
$39,844Mileage not verified

Market: $32,427$42,595

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Toyota Prius Plug-in Hybrid XSE

Coos Bay, OR

Fair PriceModerate · 25
$40,479Mileage not verified

Market: $39,284$41,243

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Jeep Wrangler 2-Door Sport

Roseburg, OR

Fair PriceLimited · 12
$42,035Mileage not verified

Market: $38,779$44,615

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda CR-V Sport-L

Roseburg, OR

Fair PriceRobust · 233
$42,425Mileage not verified

Market: $38,865$46,620

Comparison: 233 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 GMC Terrain AT4

Roseburg, OR

Fair PriceModerate · 40
$43,844Mileage not verified

Market: $40,849$47,319

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Grand Cherokee Limited

Roseburg, OR

Great DealRobust · 128
$44,495Mileage not verified

Market: $45,227$54,339

Comparison: 128 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 25 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda Odyssey EX-L

Coos Bay, OR

Fair PriceRobust · 121
$44,690Mileage not verified

Market: $40,567$50,735

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda CR-V Sport Touring

Roseburg, OR

Fair PriceRobust · 221
$44,750Mileage not verified

Market: $41,633$50,445

Comparison: 221 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Ford Explorer Active

Roseburg, OR

Fair PriceRobust · 413
$46,090Mileage not verified

Market: $42,004$52,045

Comparison: 413 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Honda Odyssey Sport L

Roseburg, OR

Fair PriceLimited · 16
$46,595Mileage not verified

Market: $44,243$51,835

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Wrangler 2-Door Sport S

Roseburg, OR

UnscoredInsufficient · 4
$46,935Mileage not verified

Comparison: 4 similar vehicles

Roseburg, OR

No Photo

2027 Jeep Grand Cherokee L Limited

Roseburg, OR

Fair PriceRobust · 92
$47,745Mileage not verified

Market: $47,031$57,515

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Toyota bZ Woodland Premium

Roseburg, OR

Fair PriceModerate · 30
$50,065Mileage not verified

Market: $48,565$52,198

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Grand Cherokee Limited

Roseburg, OR

Fair PriceRobust · 128
$50,245Mileage not verified

Market: $44,495$54,339

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Gladiator Willys

Roseburg, OR

Fair PriceLimited · 19
$50,745Mileage not verified

Market: $47,243$56,165

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Chrysler Pacifica Limited

Roseburg, OR

Fair PriceRobust · 83
$52,380Mileage not verified

Market: $45,984$57,618

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Grand Cherokee L Limited

Roseburg, OR

Fair PriceRobust · 92
$52,470Mileage not verified

Market: $47,031$57,515

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Dodge Durango GT HEMI Plus V8

Coos Bay, OR

Fair PriceRobust · 69
$53,875Mileage not verified

Market: $48,004$61,664

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda Odyssey Elite

Coos Bay, OR

Fair PriceRobust · 70
$54,045Mileage not verified

Market: $49,917$56,513

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda Odyssey Elite

Coos Bay, OR

Fair PriceRobust · 70
$54,045Mileage not verified

Market: $49,917$56,513

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda Odyssey Elite

Coos Bay, OR

Fair PriceRobust · 70
$54,045Mileage not verified

Market: $49,917$56,513

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Coos Bay, OR

No Photo

2027 Honda Odyssey Elite

Roseburg, OR

Fair PriceRobust · 70
$54,295Mileage not verified

Market: $49,917$56,513

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Roseburg, OR

No Photo

2027 Jeep Grand Cherokee L Limited

Coos Bay, OR

Fair PriceRobust · 92
$54,460Mileage not verified

Market: $47,031$57,025

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Coos Bay, OR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal adds a price below the comparable market range. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
OAV's inventory standardization technology is protected by U.S. Patent No. 12,236,477, and its Price-to-Market analysis is Patent Pending. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

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