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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

505 listings found

2009 Toyota Avalon Limited

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

2009 Toyota Avalon Limited

Searcy, AR

UnscoredInsufficient · 0
$3,950188,000 mi

Searcy, AR

2008 Nissan Maxima SE

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

2008 Nissan Maxima SE

Forrest City, AR

UnscoredInsufficient · 0
$3,950133,294 mi

Forrest City, AR

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Bono, AR

UnscoredLimited · 7
$4,800175,000 mi

Comparison: 7 similar vehicles

Bono, AR

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Bono, AR

Salvage title
$4,900106,090 mi

Bono, AR

2002 Lexus ES 300

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

2002 Lexus ES 300

Forrest City, AR

UnscoredInsufficient · 0
$4,950234,058 mi

Forrest City, AR

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Des Arc, AR

UnscoredInsufficient · 0
$4,99993,097 mi

Des Arc, AR

No Photo

2013 Kia Optima LX

Des Arc, AR

UnscoredLimited · 8
$5,501197,281 mi

Comparison: 8 similar vehicles

Des Arc, AR

2010 Nissan Altima S

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

2010 Nissan Altima S

Paragould, AR

UnscoredLimited · 10
$5,950180,000 mi

Comparison: 10 similar vehicles

Paragould, AR

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Batesville, AR

UnscoredInsufficient · 3
$5,995252,376 mi

Comparison: 3 similar vehicles

Batesville, AR

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Forrest City, AR

UnscoredLimited · 13
$5,999140,443 mi

Comparison: 13 similar vehicles

Forrest City, AR

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Jonesboro, AR

UnscoredInsufficient · 0
$6,841145,101 mi

Jonesboro, AR

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Paragould, AR

UnscoredLimited · 5
$6,950105,000 mi

Comparison: 5 similar vehicles

Paragould, AR

2014 Chevrolet Malibu 1LZ

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

2014 Chevrolet Malibu 1LZ

Paragould, AR

UnscoredInsufficient · 0
$6,950146,000 mi

Paragould, AR

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Forrest City, AR

UnscoredModerate · 24
$6,999141,886 mi

Comparison: 24 similar vehicles

Forrest City, AR

2015 Chevrolet Impala Limited Police Sedan

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

2015 Chevrolet Impala Limited Police Sedan

Newport, AR

UnscoredInsufficient · 0
$7,029112,163 mi

Newport, AR

2015 Ford Focus SE

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

2015 Ford Focus SE

Batesville, AR

Fair PriceLimited · 11
$7,73284,768 mi

Market: $2,999 – $9,899

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Batesville, AR

2008 Cadillac DTS 1SC

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

2008 Cadillac DTS 1SC

Heber Springs, AR

UnscoredInsufficient · 0
$7,773160,154 mi

Heber Springs, AR

2013 BMW 3 Series 320i

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

2013 BMW 3 Series 320i

Jonesboro, AR

UnscoredInsufficient · 0
$7,995115,065 mi

Jonesboro, AR

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Jonesboro, AR

UnscoredLimited · 7
$7,995311,565 mi

Comparison: 7 similar vehicles

Jonesboro, AR

2019 Kia FORTE FE

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

2019 Kia FORTE FE

Jonesboro, AR

UnscoredInsufficient · 3
$7,999197,308 mi

Comparison: 3 similar vehicles

Jonesboro, AR

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Jonesboro, AR

UnscoredLimited · 6
$7,99972,575 mi

Comparison: 6 similar vehicles

Jonesboro, AR

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Jonesboro, AR

UnscoredInsufficient · 3
$7,999168,441 mi

Comparison: 3 similar vehicles

Jonesboro, AR

2008 Lexus LS Base

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

2008 Lexus LS Base

Paragould, AR

UnscoredInsufficient · 3
$8,500181,000 mi

Comparison: 3 similar vehicles

Paragould, AR

2016 Kia Optima LX

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

2016 Kia Optima LX

Jonesboro, AR

Fair PriceModerate · 20
$8,519106,168 mi

Market: $5,700 – $16,584

Comparison: 20 similar vehicles

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

Jonesboro, AR

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Newport, AR

UnscoredLimited · 5
$8,725174,308 mi

Comparison: 5 similar vehicles

Newport, AR

2021 Nissan Versa Sedan SR

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

2021 Nissan Versa Sedan SR

Jonesboro, AR

UnscoredInsufficient · 0
$8,883149,865 mi

Jonesboro, AR

2021 Nissan Altima S

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

2021 Nissan Altima S

Newport, AR

UnscoredLimited · 5
$8,900149,415 mi

Comparison: 5 similar vehicles

Newport, AR

2018 Nissan Versa Sedan S

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

2018 Nissan Versa Sedan S

Jonesboro, AR

UnscoredInsufficient · 0
$8,980103,221 mi

Jonesboro, AR

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Searcy, AR

UnscoredInsufficient · 0
$8,995130,396 mi

Searcy, AR

2006 Kia Spectra EX

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

2006 Kia Spectra EX

Searcy, AR

UnscoredInsufficient · 0
$8,995165,784 mi

Searcy, AR

2005 Honda Civic LX

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

2005 Honda Civic LX

Searcy, AR

UnscoredInsufficient · 0
$8,995142,528 mi

Searcy, AR

2001 Ford Taurus SE

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

2001 Ford Taurus SE

Searcy, AR

UnscoredInsufficient · 0
$8,995107,147 mi

Searcy, AR

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Searcy, AR

UnscoredInsufficient · 3
$9,087172,834 mi

Comparison: 3 similar vehicles

Searcy, AR

2017 Kia Forte LX

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

2017 Kia Forte LX

Batesville, AR

UnscoredLimited · 16
$9,327144,419 mi

Comparison: 16 similar vehicles

Batesville, AR

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Ash Flat, AR

Fair PriceModerate · 36
$9,89975,627 mi

Market: $4,285 – $10,999

Comparison: 36 similar vehicles

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

Ash Flat, AR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Trumann, AR

UnscoredModerate · 40
$9,950142,000 mi

Comparison: 40 similar vehicles

Trumann, AR

2015 Nissan Altima S

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

2015 Nissan Altima S

Trumann, AR

UnscoredRobust · 58
$9,950135,000 mi

Comparison: 58 similar vehicles

Trumann, AR

2014 Honda Civic EX-L

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

2014 Honda Civic EX-L

Searcy, AR

UnscoredInsufficient · 0
$9,995177,557 mi

Searcy, AR

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Jonesboro, AR

UnscoredLimited · 9
$9,999159,127 mi

Comparison: 9 similar vehicles

Jonesboro, AR

2014 Buick LaCrosse Premium 1

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

2014 Buick LaCrosse Premium 1

Searcy, AR

UnscoredInsufficient · 0
$10,087180,216 mi

Searcy, AR

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Searcy, AR

UnscoredInsufficient · 0
$10,087137,323 mi

Searcy, AR

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Paragould, AR

UnscoredLimited · 8
$10,124147,201 mi

Comparison: 8 similar vehicles

Paragould, AR

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Jonesboro, AR

Fair PriceModerate · 27
$10,50092,000 mi

Market: $6,700 – $15,584

Comparison: 27 similar vehicles

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

Jonesboro, AR

2016 Nissan Altima S

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

2016 Nissan Altima S

Jonesboro, AR

Fair PriceLimited · 19
$10,800117,416 mi

Market: $5,500 – $16,584

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Jonesboro, AR

2009 Cadillac DTS Livery

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

2009 Cadillac DTS Livery

Jonesboro, AR

UnscoredInsufficient · 0
$10,80057,355 mi

Jonesboro, AR

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Newport, AR

Fair PriceModerate · 26
$10,90092,976 mi

Market: $6,995 – $13,999

Comparison: 26 similar vehicles

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

Newport, AR

2018 Hyundai Accent SE

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

2018 Hyundai Accent SE

Jonesboro, AR

UnscoredInsufficient · 0
$10,99095,580 mi

Jonesboro, AR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Searcy, AR

UnscoredInsufficient · 3
$10,99081,904 mi

Comparison: 3 similar vehicles

Searcy, AR

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Searcy, AR

Fair PriceModerate · 24
$10,995118,509 mi

Market: $2,895 – $14,584

Comparison: 24 similar vehicles

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

Searcy, AR

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Searcy, AR

UnscoredInsufficient · 0
$10,995141,718 mi

Searcy, AR

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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. 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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