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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 6, 2026 · refresh delayed · 2 days ago

5.9M+

Unique vehicles analyzed

as of October 6, 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

7,265 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

Elizabethtown, KY

Fair PriceLimited · 12
$24,339Mileage not verified

Market: $23,138 – $25,224

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Elizabethtown, KY

UnscoredLimited · 6
$24,394Mileage not verified

Comparison: 6 similar vehicles

Elizabethtown, KY

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Bowling Green, KY

UnscoredInsufficient · 4
$24,443Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Bowling Green, KY

UnscoredInsufficient · 4
$24,443Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Bowling Green, KY

UnscoredInsufficient · 4
$24,443Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Elizabethtown, KY

Fair PriceLimited · 12
$24,824Mileage not verified

Market: $23,138 – $25,224

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Kia K4 LXS

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

2027 Kia K4 LXS

Bowling Green, KY

Fair PriceRobust · 77
$24,835Mileage not verified

Market: $24,029 – $25,729

Comparison: 77 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Elizabethtown, KY

UnscoredLimited · 6
$24,884Mileage not verified

Comparison: 6 similar vehicles

Elizabethtown, KY

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Bowling Green, KY

Fair PriceRobust · 272
$24,970Mileage not verified

Market: $23,307 – $26,854

Comparison: 272 similar vehicles

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

Bowling Green, KY

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Elizabethtown, KY

OverpricedLimited · 12
$25,224Mileage not verified

Market: $23,138 – $24,824

Comparison: 12 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Elizabethtown, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Glasgow, KY

Fair PriceLimited · 13
$25,447Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

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

Glasgow, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Bowling Green, KY

Fair PriceLimited · 13
$25,650Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$25,697Mileage not verified

Market: $25,923 – $30,622

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Kia K4 LXS

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

2027 Kia K4 LXS

Elizabethtown, KY

Fair PriceLimited · 14
$25,729Mileage not verified

Market: $25,334 – $25,729

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Elizabethtown, KY

UnscoredLimited · 6
$25,753Mileage not verified

Comparison: 6 similar vehicles

Elizabethtown, KY

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Elizabethtown, KY

UnscoredLimited · 6
$25,753Mileage not verified

Comparison: 6 similar vehicles

Elizabethtown, KY

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Bowling Green, KY

UnscoredInsufficient · 4
$25,832Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Bowling Green, KY

Fair PriceLimited · 13
$25,835Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$25,923Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Elizabethtown, KY

Fair PriceLimited · 11
$25,949Mileage not verified

Market: $24,795 – $27,040

Comparison: 11 similar vehicles

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

Elizabethtown, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$25,953Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Bowling Green, KY

Fair PriceLimited · 13
$26,016Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

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

Bowling Green, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Bowling Green, KY

Fair PriceLimited · 13
$26,016Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Bowling Green, KY

Fair PriceLimited · 13
$26,016Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Bowling Green, KY

UnscoredInsufficient · 4
$26,062Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Kia K4 EX

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

2027 Kia K4 EX

Elizabethtown, KY

Fair PriceLimited · 15
$26,334Mileage not verified

Market: $24,603 – $26,334

Comparison: 15 similar vehicles

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

Elizabethtown, KY

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Bowling Green, KY

Fair PriceLimited · 13
$26,424Mileage not verified

Market: $25,200 – $27,145

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Bowling Green, KY

UnscoredInsufficient · 4
$26,604Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Kia Seltos LX

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

2027 Kia Seltos LX

Bowling Green, KY

Fair PriceRobust · 198
$26,685Mileage not verified

Market: $24,990 – $31,588

Comparison: 198 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Bowling Green, KY

UnscoredLimited · 8
$26,876Mileage not verified

Comparison: 8 similar vehicles

Bowling Green, KY

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Elizabethtown, KY

Fair PriceModerate · 48
$26,953Mileage not verified

Market: $25,886 – $32,025

Comparison: 48 similar vehicles

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

Elizabethtown, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$27,045Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$27,075Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$27,075Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$27,075Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

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

Bowling Green, KY

2027 Kia Seltos LX

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

2027 Kia Seltos LX

Elizabethtown, KY

Fair PriceModerate · 26
$27,184Mileage not verified

Market: $27,184 – $28,884

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Elizabethtown, KY

Fair PriceLimited · 13
$27,453Mileage not verified

Market: $25,596 – $27,870

Comparison: 13 similar vehicles

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

Elizabethtown, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$27,468Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

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

Bowling Green, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Elizabethtown, KY

Fair PriceModerate · 35
$27,497Mileage not verified

Market: $26,498 – $31,409

Comparison: 35 similar vehicles

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

Elizabethtown, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Bowling Green, KY

Fair PriceLimited · 14
$27,669Mileage not verified

Market: $25,697 – $30,622

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Bowling Green, KY

UnscoredInsufficient · 4
$27,737Mileage not verified

Comparison: 4 similar vehicles

Bowling Green, KY

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Elizabethtown, KY

Fair PriceModerate · 47
$27,811Mileage not verified

Market: $25,886 – $32,025

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Kia Seltos LX

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

2027 Kia Seltos LX

Elizabethtown, KY

Fair PriceModerate · 26
$27,844Mileage not verified

Market: $27,184 – $28,884

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Elizabethtown, KY

OverpricedLimited · 13
$27,870Mileage not verified

Market: $25,596 – $27,788

Comparison: 13 similar vehicles

Elizabethtown, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Elizabethtown, KY

Fair PriceModerate · 35
$28,070Mileage not verified

Market: $26,498 – $31,409

Comparison: 35 similar vehicles

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

Elizabethtown, KY

2027 Kia Seltos S

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

2027 Kia Seltos S

Bowling Green, KY

Fair PriceModerate · 28
$28,085Mileage not verified

Market: $28,105 – $33,294

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 2 days listed (based on current market benchmarks)

Bowling Green, KY

2027 Kia Seltos S

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

2027 Kia Seltos S

Bowling Green, KY

Fair PriceModerate · 28
$28,105Mileage not verified

Market: $28,085 – $33,294

Comparison: 28 similar vehicles

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

Bowling Green, KY

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

Elizabethtown, KY

Fair PriceLimited · 10
$28,154Mileage not verified

Market: $28,767 – $30,599

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 74 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Kia Seltos S

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

2027 Kia Seltos S

Elizabethtown, KY

Fair PriceRobust · 258
$28,384Mileage not verified

Market: $28,384 – $34,129

Comparison: 258 similar vehicles

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

Elizabethtown, KY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Elizabethtown, KY

Fair PriceModerate · 35
$28,401Mileage not verified

Market: $26,498 – $31,409

Comparison: 35 similar vehicles

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

Elizabethtown, KY

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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