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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

50 listings found

2001 Mercury Grand Marquis LS

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

2001 Mercury Grand Marquis LS

Hastings, NE

UnscoredInsufficient · 0
$2,498158,085 mi

Hastings, NE

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Superior, NE

Unscored
$4,900Mileage not verified

Comparison: 7 similar vehicles

Superior, NE

2004 Chevrolet Malibu LS

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

2004 Chevrolet Malibu LS

Belleville, KS

UnscoredInsufficient · 0
$5,50082,682 mi

Belleville, KS

2004 Dodge Stratus SXT

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

2004 Dodge Stratus SXT

Beloit, KS

UnscoredInsufficient · 0
$5,684141,121 mi

Beloit, KS

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Hastings, NE

Unscored
$5,995200,757 mi

Comparison: 5 similar vehicles

Hastings, NE

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

Hastings, NE

UnscoredInsufficient · 0
$6,299162,000 mi

Hastings, NE

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Hastings, NE

UnscoredInsufficient · 0
$6,70081,120 mi

Hastings, NE

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Hastings, NE

UnscoredInsufficient · 0
$6,775139,017 mi

Hastings, NE

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Hastings, NE

UnscoredInsufficient · 3
$7,299122,000 mi

Comparison: 3 similar vehicles

Hastings, NE

2016 Ford Focus SE

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

2016 Ford Focus SE

Hastings, NE

Fair PriceLimited · 14
$7,949116,901 mi

Market: $6,995 – $11,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Hastings, NE

2016 Ford Focus SE

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

2016 Ford Focus SE

Hastings, NE

Fair PriceLimited · 14
$7,975107,242 mi

Market: $6,995 – $11,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Hastings, NE

2015 Chrysler 200 LX

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

2015 Chrysler 200 LX

Hastings, NE

UnscoredInsufficient · 0
$8,97593,009 mi

Hastings, NE

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Hastings, NE

Unscored
$8,995140,327 mi

Comparison: 33 similar vehicles

Hastings, NE

2008 Cadillac DTS 1SA

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

2008 Cadillac DTS 1SA

Hastings, NE

UnscoredInsufficient · 0
$9,200134,184 mi

Hastings, NE

2012 BMW 5 Series 535i

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

2012 BMW 5 Series 535i

Concordia, KS

UnscoredInsufficient · 0
$10,995134,081 mi

Concordia, KS

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Concordia, KS

UnscoredInsufficient · 3
$10,99572,153 mi

Comparison: 3 similar vehicles

Concordia, KS

2017 Volkswagen CC Sport

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

2017 Volkswagen CC Sport

Fairbury, NE

UnscoredInsufficient · 0
$11,094131,215 mi

Fairbury, NE

2019 Nissan Altima S

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

2019 Nissan Altima S

Sutton, NE

Fair PriceModerate · 28
$12,59379,727 mi

Market: $8,200 – $15,394

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Sutton, NE

2017 Audi A3 Sedan Premium

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

2017 Audi A3 Sedan Premium

Hastings, NE

UnscoredInsufficient · 0
$13,54692,766 mi

Hastings, NE

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Concordia, KS

Unscored
$14,043128,594 mi

Comparison: 9 similar vehicles

Concordia, KS

2019 Hyundai Sonata Sport

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

2019 Hyundai Sonata Sport

Hastings, NE

UnscoredInsufficient · 0
$14,400142,732 mi

Hastings, NE

2018 Ford Fusion S

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

2018 Ford Fusion S

Hastings, NE

UnscoredInsufficient · 0
$14,56387,543 mi

Hastings, NE

2016 Kia Optima LX

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

2016 Kia Optima LX

Concordia, KS

OverpricedModerate · 24
$14,99975,991 mi

Market: $5,999 – $12,627

Comparison: 24 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Concordia, KS

2013 Honda Accord LX

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

2013 Honda Accord LX

Concordia, KS

OverpricedLimited · 10
$14,99999,000 mi

Market: $6,995 – $13,985

Comparison: 10 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Concordia, KS

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hastings, NE

OverpricedLimited · 13
$15,875Mileage not verified

Market: $5,900 – $10,213

Comparison: 13 similar vehicles

Priced ~55% above the typical market range for similar vehicles (based on current market benchmarks)

Hastings, NE

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Hastings, NE

Fair PriceRobust · 59
$17,39761,415 mi

Market: $15,199 – $18,999

Comparison: 59 similar vehicles

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

Hastings, NE

2018 Ford Fusion Energi Titanium

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

2018 Ford Fusion Energi Titanium

Hastings, NE

UnscoredInsufficient · 0
$17,99658,368 mi

Hastings, NE

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Belleville, KS

Fair PriceRobust · 157
$18,60059,007 mi

Market: $11,900 – $23,687

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Belleville, KS

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Hastings, NE

UnscoredInsufficient · 4
$18,92749,022 mi

Comparison: 4 similar vehicles

Hastings, NE

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Hastings, NE

Fair PriceModerate · 31
$18,92943,674 mi

Market: $16,999 – $21,053

Comparison: 31 similar vehicles

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

Hastings, NE

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Fairbury, NE

Fair PriceRobust · 261
$19,09463,309 mi

Market: $13,900 – $21,950

Comparison: 261 similar vehicles

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

Fairbury, NE

2022 Hyundai Elantra SE

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

2022 Hyundai Elantra SE

Beloit, KS

UnscoredInsufficient · 0
$19,24524,083 mi

Beloit, KS

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Hastings, NE

UnscoredInsufficient · 3
$19,83763,109 mi

Comparison: 3 similar vehicles

Hastings, NE

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Hastings, NE

Fair PriceModerate · 41
$19,89154,973 mi

Market: $15,689 – $20,678

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Hastings, NE

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Fairbury, NE

Fair PriceRobust · 169
$20,09458,435 mi

Market: $11,900 – $23,687

Comparison: 169 similar vehicles

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

Fairbury, NE

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Concordia, KS

UnscoredInsufficient · 4
$21,40755,251 mi

Comparison: 4 similar vehicles

Concordia, KS

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Sutton, NE

Fair PriceModerate · 22
$21,49561,605 mi

Market: $17,724 – $23,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Sutton, NE

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Hastings, NE

Fair PriceModerate · 29
$22,56337,986 mi

Market: $19,995 – $25,454

Comparison: 29 similar vehicles

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

Hastings, NE

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Hastings, NE

UnscoredInsufficient · 0
$22,56332,615 mi

Hastings, NE

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Beloit, KS

Fair PriceRobust · 67
$23,08447,789 mi

Market: $12,999 – $23,476

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Beloit, KS

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Beloit, KS

Fair PriceRobust · 302
$23,08457,039 mi

Market: $17,198 – $23,476

Comparison: 302 similar vehicles

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

Beloit, KS

2025 Nissan Altima SR

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

2025 Nissan Altima SR

Beloit, KS

OverpricedLimited · 11
$24,38451,509 mi

Market: $18,898 – $23,662

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Beloit, KS

2022 Honda Accord Sport

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

2022 Honda Accord Sport

Sutton, NE

UnscoredInsufficient · 0
$24,89053,118 mi

Sutton, NE

2017 Chrysler 300 Limited

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

2017 Chrysler 300 Limited

Hastings, NE

UnscoredInsufficient · 0
$24,90055,191 mi

Hastings, NE

2020 Lincoln MKZ Reserve II

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

2020 Lincoln MKZ Reserve II

Beloit, KS

UnscoredInsufficient · 0
$25,18432,207 mi

Beloit, KS

2022 Hyundai Elantra Limited

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

2022 Hyundai Elantra Limited

Hastings, NE

UnscoredInsufficient · 0
$25,90079,130 mi

Hastings, NE

2022 Honda Civic Si

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

2022 Honda Civic Si

Hastings, NE

UnscoredInsufficient · 0
$25,90743,869 mi

Hastings, NE

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Hastings, NE

Unscored
$26,99545,433 mi

Comparison: 9 similar vehicles

Hastings, NE

2023 Chrysler 300 S

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

2023 Chrysler 300 S

Sutton, NE

UnscoredInsufficient · 0
$28,95057,330 mi

Sutton, NE

2021 GENESIS G80 Base

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

2021 GENESIS G80 Base

Hastings, NE

UnscoredInsufficient · 0
$34,97952,280 mi

Hastings, NE

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 route inbound buyer inquiries and control verified contact information.
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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