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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. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 9, 2026

5.9M+

Unique vehicles analyzed

as of October 9, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

5,715 listings found

2027 Nissan Sentra S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Sentra S

Parkersburg, WV

Fair PriceRobust · 349
$24,800Mileage not verified

Market: $23,163 – $25,924

Comparison: 349 similar vehicles

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

Parkersburg, WV

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Athens, OH

UnscoredInsufficient · 4
$25,585Mileage not verified

Comparison: 4 similar vehicles

Athens, OH

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Athens, OH

UnscoredInsufficient · 4
$25,585Mileage not verified

Comparison: 4 similar vehicles

Athens, OH

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Athens, OH

UnscoredInsufficient · 4
$25,585Mileage not verified

Comparison: 4 similar vehicles

Athens, OH

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Athens, OH

UnscoredInsufficient · 4
$25,585Mileage not verified

Comparison: 4 similar vehicles

Athens, OH

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Athens, OH

UnscoredInsufficient · 4
$26,060Mileage not verified

Comparison: 4 similar vehicles

Athens, OH

2027 Toyota Corolla Hatchback SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla Hatchback SE

Athens, OH

Fair PriceRobust · 91
$26,471Mileage not verified

Market: $25,402 – $30,466

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Athens, OH

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Parkersburg, WV

UnscoredInsufficient · 3
$26,728Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Nissan Sentra SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Sentra SR

Parkersburg, WV

Fair PriceRobust · 877
$26,805Mileage not verified

Market: $25,391 – $33,124

Comparison: 877 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Parkersburg, WV

2027 Kia Seltos LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos LX

Parkersburg, WV

UnscoredInsufficient · 3
$27,255Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Kia Seltos LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos LX

Parkersburg, WV

UnscoredInsufficient · 3
$27,255Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Parkersburg, WV

UnscoredInsufficient · 3
$27,398Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Parkersburg, WV

UnscoredInsufficient · 3
$27,454Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Kia Seltos LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos LX

Parkersburg, WV

UnscoredInsufficient · 3
$27,900Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Kia Seltos LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos LX

Parkersburg, WV

UnscoredInsufficient · 3
$27,900Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Toyota Corolla Hatchback SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla Hatchback SE

Parkersburg, WV

Fair PriceRobust · 102
$27,965Mileage not verified

Market: $25,402 – $30,466

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Parkersburg, WV

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Parkersburg, WV

UnscoredInsufficient · 3
$28,102Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Chevrolet Bolt LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Bolt LT

Pomeroy, OH

Fair PriceRobust · 521
$28,527Mileage not verified

Market: $26,360 – $38,873

Comparison: 521 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Pomeroy, OH

2027 Nissan KICKS SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan KICKS SV

Parkersburg, WV

Fair PriceRobust · 1182
$28,820Mileage not verified

Market: $25,000 – $39,034

Comparison: 1182 similar vehicles

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

Parkersburg, WV

2027 Subaru Crosstrek Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Subaru Crosstrek Base

Parkersburg, WV

Fair PriceRobust · 114
$29,045Mileage not verified

Market: $27,761 – $30,409

Comparison: 114 similar vehicles

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

Parkersburg, WV

2027 Kia Seltos LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos LX

Parkersburg, WV

Fair PriceRobust · 545
$29,600Mileage not verified

Market: $25,442 – $29,749

Comparison: 545 similar vehicles

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

Parkersburg, WV

2027 Honda HR-V LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V LX

Parkersburg, WV

UnscoredInsufficient · 4
$30,225Mileage not verified

Comparison: 4 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$30,355Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$30,355Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Toyota Corolla Hatchback XSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla Hatchback XSE

Parkersburg, WV

Fair PriceRobust · 107
$30,438Mileage not verified

Market: $28,945 – $32,640

Comparison: 107 similar vehicles

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

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$30,555Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$30,575Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Honda HR-V LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V LX

Parkersburg, WV

UnscoredInsufficient · 4
$30,580Mileage not verified

Comparison: 4 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$30,695Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Pomeroy, OH

Fair PriceModerate · 44
$30,762Mileage not verified

Market: $30,467 – $39,310

Comparison: 44 similar vehicles

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

Pomeroy, OH

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Pomeroy, OH

Fair PriceModerate · 44
$30,762Mileage not verified

Market: $30,467 – $39,310

Comparison: 44 similar vehicles

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

Pomeroy, OH

2027 Subaru Crosstrek Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Subaru Crosstrek Premium

Parkersburg, WV

UnscoredInsufficient · 3
$30,950Mileage not verified

Comparison: 3 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

Fair PriceRobust · 4994
$31,000Mileage not verified

Market: $26,690 – $35,103

Comparison: 4994 similar vehicles

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

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$31,100Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Toyota Corolla XSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla XSE

Athens, OH

Fair PriceRobust · 77
$31,300Mileage not verified

Market: $29,430 – $37,776

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Athens, OH

2027 Hyundai Sonata SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai Sonata SEL

Athens, OH

Fair PriceRobust · 150
$31,300Mileage not verified

Market: $29,815 – $34,130

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Athens, OH

2027 Hyundai Sonata SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai Sonata SEL

Athens, OH

Fair PriceRobust · 150
$31,305Mileage not verified

Market: $29,815 – $34,130

Comparison: 150 similar vehicles

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

Athens, OH

2027 Hyundai Kona SEL Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai Kona SEL Sport

Athens, OH

Fair PriceRobust · 1525
$31,320Mileage not verified

Market: $26,113 – $32,324

Comparison: 1525 similar vehicles

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

Athens, OH

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Pomeroy, OH

Fair PriceModerate · 44
$31,607Mileage not verified

Market: $30,467 – $39,310

Comparison: 44 similar vehicles

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

Pomeroy, OH

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Pomeroy, OH

Fair PriceModerate · 44
$31,657Mileage not verified

Market: $30,467 – $39,310

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Pomeroy, OH

2027 Honda HR-V Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V Sport

Parkersburg, WV

Fair PriceLimited · 19
$31,925Mileage not verified

Market: $30,748 – $32,480

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Parkersburg, WV

2027 Honda HR-V Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V Sport

Parkersburg, WV

Fair PriceLimited · 19
$31,925Mileage not verified

Market: $30,748 – $32,480

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Parkersburg, WV

2027 Hyundai Santa Cruz SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai Santa Cruz SE

Athens, OH

Fair PriceRobust · 731
$31,961Mileage not verified

Market: $29,732 – $35,174

Comparison: 731 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Athens, OH

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$32,020Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$32,020Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Parkersburg, WV

Great DealModerate · 25
$32,035Mileage not verified

Market: $33,955 – $40,507

Comparison: 25 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 34 days listed (based on current market benchmarks)

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$32,160Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Kia Seltos S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Kia Seltos S

Parkersburg, WV

UnscoredLimited · 9
$32,160Mileage not verified

Comparison: 9 similar vehicles

Parkersburg, WV

2027 Honda HR-V Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V Sport

Parkersburg, WV

Fair PriceLimited · 19
$32,380Mileage not verified

Market: $30,748 – $32,480

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Parkersburg, WV

2027 Honda HR-V Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V Sport

Parkersburg, WV

Fair PriceLimited · 19
$32,380Mileage not verified

Market: $30,748 – $32,480

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Parkersburg, WV

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 is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. 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.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

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

Example market pages

OAV answers these questions

What are the best priced vehicles?
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. Each one links to its vehicle page.
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 compares a listing's asking price 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. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; 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 compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. 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. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
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.

Related questions

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