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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 21, 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

425 listings found

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

2005 Volvo S80 2.5T A

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

2005 Volvo S80 2.5T A

Paragould, AR

UnscoredInsufficient · 0
$4,950195,101 mi

Paragould, AR

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Corning, AR

UnscoredInsufficient · 0
$4,999187,644 mi

Corning, 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

2008 Chevrolet Impala SS

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

2008 Chevrolet Impala SS

Paragould, AR

UnscoredInsufficient · 0
$5,950Mileage not verified

Paragould, AR

2008 Toyota Camry Base

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

2008 Toyota Camry Base

Earle, AR

UnscoredInsufficient · 0
$6,500136,000 mi

Earle, AR

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Marion, AR

Great DealLimited · 18
$6,628112,803 mi

Market: $10,540 – $10,796

Comparison: 18 similar vehicles

Competitively priced ~37% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

Marion, 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

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Earle, AR

UnscoredLimited · 6
$6,900100,600 mi

Comparison: 6 similar vehicles

Earle, 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

2011 INFINITI G Sedan 25x

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

2011 INFINITI G Sedan 25x

Paragould, AR

UnscoredInsufficient · 0
$6,950187,848 mi

Paragould, AR

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Paragould, AR

OverpricedLimited · 12
$6,950119,928 mi

Market: $4,950 – $5,280

Comparison: 12 similar vehicles

Priced ~32% above the typical market range for similar vehicles (based on current market benchmarks)

Paragould, 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

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Earle, AR

UnscoredInsufficient · 0
$7,50097,500 mi

Earle, AR

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Blytheville, AR

UnscoredInsufficient · 0
$7,50052,330 mi

Blytheville, 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

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Paragould, AR

UnscoredInsufficient · 0
$7,950208,661 mi

Paragould, AR

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Paragould, AR

UnscoredLimited · 12
$7,950147,903 mi

Comparison: 12 similar vehicles

Paragould, AR

2009 Nissan Maxima SV

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

2009 Nissan Maxima SV

Paragould, AR

UnscoredInsufficient · 0
$7,950131,837 mi

Paragould, 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

2013 Cadillac CTS Sedan Luxury Collection

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

2013 Cadillac CTS Sedan Luxury Collection

Paragould, AR

UnscoredLimited · 5
$8,950116,617 mi

Comparison: 5 similar vehicles

Paragould, AR

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Paragould, AR

UnscoredModerate · 31
$8,950173,139 mi

Comparison: 31 similar vehicles

Paragould, 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

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Paragould, AR

UnscoredLimited · 6
$8,99595,000 mi

Comparison: 6 similar vehicles

Paragould, 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

2015 Honda Accord LX

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

2015 Honda Accord LX

Earle, AR

UnscoredLimited · 5
$9,500136,000 mi

Comparison: 5 similar vehicles

Earle, AR

2019 Nissan Versa Sedan S Plus

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

2019 Nissan Versa Sedan S Plus

Marion, AR

UnscoredInsufficient · 0
$9,61697,517 mi

Marion, AR

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Paragould, AR

OverpricedLimited · 15
$9,950126,933 mi

Market: $5,700 – $8,236

Comparison: 15 similar vehicles

Priced ~21% above the typical market range for similar vehicles (based on current market benchmarks)

Paragould, 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

2007 Toyota Avalon XLS

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

2007 Toyota Avalon XLS

Paragould, AR

UnscoredInsufficient · 0
$9,950Mileage not verified

Paragould, AR

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Paragould, AR

UnscoredInsufficient · 0
$9,995112,500 mi

Paragould, 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

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

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Paragould, AR

Fair PriceModerate · 40
$10,75094,468 mi

Market: $2,995 – $11,995

Comparison: 40 similar vehicles

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

Paragould, 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

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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