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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 23, 2026

5.7M+

Unique vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

2,912 listings found

No Photo

2027 Toyota Corolla LE

Albany, OR

Fair PriceModerate · 25
$24,820Mileage not verified

Market: $24,820$29,949

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Toyota Corolla LE

Albany, OR

Fair PriceModerate · 25
$24,820Mileage not verified

Market: $24,820$29,949

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Toyota Corolla LE

Albany, OR

Fair PriceModerate · 25
$24,820Mileage not verified

Market: $24,820$29,949

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Toyota Corolla LE

Corvallis, OR

Fair PriceModerate · 48
$24,904Mileage not verified

Market: $24,620$29,564

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Toyota Corolla LE

Corvallis, OR

Fair PriceModerate · 48
$26,342Mileage not verified

Market: $24,620$29,564

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Chevrolet Equinox LT

Corvallis, OR

Great DealModerate · 31
$27,490Mileage not verified

Market: $29,490$39,719

Comparison: 31 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 56 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Toyota Corolla SE

Albany, OR

Great DealLimited · 13
$28,225Mileage not verified

Market: $28,334$32,244

Comparison: 13 similar vehicles

Albany, OR

No Photo

2027 Toyota Corolla SE

Corvallis, OR

Fair PriceModerate · 25
$28,334Mileage not verified

Market: $28,225$33,011

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Toyota Corolla SE

Corvallis, OR

Fair PriceModerate · 25
$28,334Mileage not verified

Market: $28,225$33,011

Comparison: 25 similar vehicles

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

Corvallis, OR

No Photo

2027 Toyota Corolla SE

Corvallis, OR

Fair PriceModerate · 25
$29,074Mileage not verified

Market: $28,225$33,011

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Toyota Corolla Hatchback XSE

Albany, OR

UnscoredInsufficient · 4
$29,679Mileage not verified

Comparison: 4 similar vehicles

Albany, OR

No Photo

2027 Toyota Corolla Hatchback XSE

Newport, OR

Fair PriceRobust · 56
$29,799Mileage not verified

Market: $29,377$33,703

Comparison: 56 similar vehicles

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

Newport, OR

No Photo

2027 Honda HR-V Sport

Albany, OR

Fair PriceModerate · 23
$29,995Mileage not verified

Market: $29,995$32,805

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Honda HR-V LX

Newport, OR

Fair PriceRobust · 356
$30,005Mileage not verified

Market: $26,771$34,195

Comparison: 356 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Newport, OR

No Photo

2027 Honda HR-V LX

Corvallis, OR

Fair PriceRobust · 355
$30,255Mileage not verified

Market: $26,771$34,195

Comparison: 355 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Toyota Corolla Hatchback XSE

Corvallis, OR

Fair PriceRobust · 56
$30,394Mileage not verified

Market: $29,377$33,703

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Honda HR-V Sport

Albany, OR

Fair PriceModerate · 23
$30,425Mileage not verified

Market: $29,995$32,805

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Chevrolet Bolt LT

Corvallis, OR

Fair PriceLimited · 13
$31,041Mileage not verified

Market: $30,190$31,052

Comparison: 13 similar vehicles

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

Corvallis, OR

No Photo

2027 Toyota Corolla XLE

Albany, OR

UnscoredLimited · 5
$31,344Mileage not verified

Comparison: 5 similar vehicles

Albany, OR

No Photo

2027 Toyota Corolla XLE

Albany, OR

UnscoredLimited · 5
$31,344Mileage not verified

Comparison: 5 similar vehicles

Albany, OR

No Photo

2027 Honda HR-V Sport

Newport, OR

Fair PriceRobust · 726
$31,350106 mi

Market: $28,597$37,395

Comparison: 726 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Newport, OR

No Photo

2027 Toyota Corolla

Albany, OR

UnscoredInsufficient · 0
$31,394Mileage not verified

Albany, OR

No Photo

2027 Toyota Prius LE

Albany, OR

UnscoredInsufficient · 4
$31,685Mileage not verified

Comparison: 4 similar vehicles

Albany, OR

No Photo

2027 Hyundai Kona SEL Premium

Albany, OR

Fair PriceModerate · 32
$31,755Mileage not verified

Market: $30,830$33,224

Comparison: 32 similar vehicles

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

Albany, OR

No Photo

2027 Toyota Prius LE

Albany, OR

UnscoredInsufficient · 3
$31,804Mileage not verified

Comparison: 3 similar vehicles

Albany, OR

No Photo

2027 Toyota Corolla

Albany, OR

UnscoredInsufficient · 0
$31,869Mileage not verified

Albany, OR

No Photo

2027 Honda HR-V EX-L

Albany, OR

Fair PriceModerate · 25
$31,995Mileage not verified

Market: $31,995$34,400

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Honda HR-V EX-L

Albany, OR

Fair PriceModerate · 25
$31,995Mileage not verified

Market: $31,995$34,400

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Honda HR-V EX-L

Albany, OR

Fair PriceModerate · 25
$31,995Mileage not verified

Market: $31,995$34,400

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Honda HR-V Sport

Corvallis, OR

Fair PriceRobust · 716
$32,055Mileage not verified

Market: $28,597$37,395

Comparison: 716 similar vehicles

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

Corvallis, OR

No Photo

2027 Honda HR-V Sport

Corvallis, OR

Fair PriceRobust · 58
$32,055Mileage not verified

Market: $29,995$33,099

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Hyundai Santa Cruz SE

Albany, OR

UnscoredLimited · 6
$32,150Mileage not verified

Comparison: 6 similar vehicles

Albany, OR

No Photo

2027 Hyundai Santa Cruz SE

Albany, OR

UnscoredLimited · 6
$32,150Mileage not verified

Comparison: 6 similar vehicles

Albany, OR

No Photo

2027 Hyundai Santa Cruz SE

Albany, OR

UnscoredLimited · 6
$32,150Mileage not verified

Comparison: 6 similar vehicles

Albany, OR

No Photo

2027 Chevrolet Equinox LT

Junction City, OR

Fair PriceModerate · 28
$32,241Mileage not verified

Market: $27,490$39,719

Comparison: 28 similar vehicles

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

Junction City, OR

No Photo

2027 Subaru Unknown Premium

Albany, OR

Fair PriceRobust · 58
$32,455Mileage not verified

Market: $29,815$36,704

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Toyota Prius LE

Albany, OR

UnscoredInsufficient · 4
$32,479Mileage not verified

Comparison: 4 similar vehicles

Albany, OR

No Photo

2027 Hyundai Santa Cruz SE

Albany, OR

UnscoredLimited · 6
$32,650Mileage not verified

Comparison: 6 similar vehicles

Albany, OR

No Photo

2027 Chevrolet Equinox LT

Newport, OR

Fair PriceRobust · 292
$33,092Mileage not verified

Market: $27,490$39,875

Comparison: 292 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Newport, OR

No Photo

2027 Honda HR-V EX-L

Albany, OR

Fair PriceModerate · 25
$33,400Mileage not verified

Market: $31,995$34,400

Comparison: 25 similar vehicles

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

Albany, OR

No Photo

2027 Honda HR-V EX-L

Corvallis, OR

Fair PriceModerate · 39
$33,650Mileage not verified

Market: $31,995$35,049

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Honda HR-V EX-L

Albany, OR

Fair PriceModerate · 25
$33,855Mileage not verified

Market: $31,995$34,400

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Honda HR-V EX-L

Albany, OR

Fair PriceModerate · 26
$33,855Mileage not verified

Market: $31,995$34,400

Comparison: 26 similar vehicles

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

Albany, OR

No Photo

2027 Chevrolet Equinox LT

Newport, OR

Fair PriceRobust · 292
$35,215Mileage not verified

Market: $27,490$39,875

Comparison: 292 similar vehicles

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

Newport, OR

No Photo

2027 Toyota GR86 Base

Albany, OR

UnscoredLimited · 9
$35,799Mileage not verified

Comparison: 9 similar vehicles

Albany, OR

No Photo

2027 Toyota Prius Plug-in Hybrid SE

Albany, OR

Fair PriceModerate · 29
$35,985Mileage not verified

Market: $35,629$38,082

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Albany, OR

No Photo

2027 Toyota Prius Limited

Corvallis, OR

Great DealModerate · 33
$36,749Mileage not verified

Market: $37,028$48,635

Comparison: 33 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Corvallis, OR

No Photo

2027 Honda CR-V EX

Albany, OR

UnscoredLimited · 6
$36,955Mileage not verified

Comparison: 6 similar vehicles

Albany, OR

No Photo

2027 Hyundai Santa Fe SE

Albany, OR

Fair PriceRobust · 188
$37,050Mileage not verified

Market: $35,775$40,569

Comparison: 188 similar vehicles

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

Albany, OR

No Photo

2027 Subaru BRZ Limited

Albany, OR

Fair PriceLimited · 10
$38,637Mileage not verified

Market: $37,787$39,387

Comparison: 10 similar vehicles

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

Albany, 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 at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. The "Top Deals" section on every market page surfaces these first, with each listing's percentage gap below the comparable-range floor shown beside it.
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 priced below 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. A listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal and surfaced first; one priced within the comparable range, or below the floor by less than that margin is Fair Price.

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. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as 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?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. 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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