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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

137 listings found

No Photo

2008 Toyota Camry LE

Corsicana, TX

UnscoredLimited · 10
$3,000123,455 mi

Comparison: 10 similar vehicles

Corsicana, TX

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Palestine, TX

Fair PriceModerate · 21
$3,500Mileage not verified

Market: $3,500 – $10,213

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Palestine, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Corsicana, TX

UnscoredLimited · 5
$3,900198,064 mi

Comparison: 5 similar vehicles

Corsicana, TX

2015 Nissan Versa Sedan S

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

2015 Nissan Versa Sedan S

Corsicana, TX

UnscoredInsufficient · 0
$3,995177,001 mi

Corsicana, TX

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Athens, TX

UnscoredLimited · 5
$5,000142,900 mi

Comparison: 5 similar vehicles

Athens, TX

2014 Subaru Impreza 2.0I Limited

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

2014 Subaru Impreza 2.0I Limited

Athens, TX

UnscoredInsufficient · 0
$6,833177,421 mi

Athens, TX

No Photo

2013 Nissan Altima Sedan SV

Corsicana, TX

UnscoredLimited · 16
$6,995197,821 mi

Comparison: 16 similar vehicles

Corsicana, TX

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Athens, TX

UnscoredModerate · 43
$6,995207,632 mi

Comparison: 43 similar vehicles

Athens, TX

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Fairfield, TX

UnscoredLimited · 18
$7,280139,678 mi

Comparison: 18 similar vehicles

Fairfield, TX

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Corsicana, TX

UnscoredLimited · 19
$7,392132,487 mi

Comparison: 19 similar vehicles

Corsicana, TX

2018 Chevrolet Sonic LT

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

2018 Chevrolet Sonic LT

Mexia, TX

Fair PriceModerate · 23
$7,500109,567 mi

Market: $5,721 – $14,295

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 488 days listed (based on current market benchmarks)

Mexia, TX

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Palestine, TX

UnscoredRobust · 51
$7,638182,359 mi

Comparison: 51 similar vehicles

Palestine, TX

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Athens, TX

UnscoredLimited · 9
$7,677119,909 mi

Comparison: 9 similar vehicles

Athens, TX

2005 Jaguar XJ Series Vanden Plas

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

2005 Jaguar XJ Series Vanden Plas

Flint, TX

UnscoredInsufficient · 3
$7,990Mileage not verified

Comparison: 3 similar vehicles

Flint, TX

No Photo

2013 Chevrolet Cruze 1LT

Corsicana, TX

UnscoredLimited · 8
$7,995105,726 mi

Comparison: 8 similar vehicles

Corsicana, TX

No Photo

2005 Ford Taurus SE

Corsicana, TX

UnscoredInsufficient · 0
$7,99548,674 mi

Corsicana, TX

2017 Kia Forte LX

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

2017 Kia Forte LX

Fairfield, TX

Fair PriceRobust · 70
$8,080111,691 mi

Market: $5,899 – $17,495

Comparison: 70 similar vehicles

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

Fairfield, TX

2019 Dodge Charger SXT

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

2019 Dodge Charger SXT

Corsicana, TX

UnscoredLimited · 7
$8,995148,021 mi

Comparison: 7 similar vehicles

Corsicana, TX

No Photo

2018 Ford Fusion SE

Corsicana, TX

UnscoredLimited · 9
$8,995120,602 mi

Comparison: 9 similar vehicles

Corsicana, TX

2007 Lexus ES 350

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

2007 Lexus ES 350

Gun Barrel City, TX

UnscoredLimited · 19
$8,995137,640 mi

Comparison: 19 similar vehicles

Gun Barrel City, TX

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Athens, TX

UnscoredRobust · 80
$9,277206,207 mi

Comparison: 80 similar vehicles

Athens, TX

2017 Ford Focus SE

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

2017 Ford Focus SE

Corsicana, TX

Fair PriceRobust · 67
$9,68269,063 mi

Market: $3,999 – $14,000

Comparison: 67 similar vehicles

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

Corsicana, TX

2018 Nissan Sentra SR

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

2018 Nissan Sentra SR

Corsicana, TX

Fair PriceLimited · 14
$9,992113,078 mi

Market: $8,299 – $13,000

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Corsicana, TX

2016 Dodge Charger SXT

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

2016 Dodge Charger SXT

Mabank, TX

UnscoredModerate · 28
$9,995164,000 mi

Comparison: 28 similar vehicles

Mabank, TX

2014 Honda Accord LX

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

2014 Honda Accord LX

Athens, TX

UnscoredModerate · 37
$10,649135,643 mi

Comparison: 37 similar vehicles

Athens, TX

2011 Lexus IS 250

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

2011 Lexus IS 250

Flint, TX

Fair PriceLimited · 19
$10,990Mileage not verified

Market: $4,900 – $18,213

Comparison: 19 similar vehicles

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

Flint, TX

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Corsicana, TX

Fair PriceLimited · 16
$10,995117,657 mi

Market: $7,000 – $18,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 597 days listed (based on current market benchmarks)

Corsicana, TX

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Fairfield, TX

Fair PriceRobust · 182
$12,113116,259 mi

Market: $4,500 – $21,995

Comparison: 182 similar vehicles

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

Fairfield, TX

2017 Kia Cadenza Premium

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

2017 Kia Cadenza Premium

Fairfield, TX

UnscoredLimited · 8
$12,22085,410 mi

Comparison: 8 similar vehicles

Fairfield, TX

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Fairfield, TX

Fair PriceRobust · 55
$12,92461,689 mi

Market: $5,100 – $25,995

Comparison: 55 similar vehicles

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

Fairfield, TX

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Seven Points, TX

Fair PriceModerate · 27
$12,995Mileage not verified

Market: $6,800 – $15,950

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Seven Points, TX

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Fairfield, TX

UnscoredLimited · 5
$13,024108,083 mi

Comparison: 5 similar vehicles

Fairfield, TX

2013 Toyota Camry LE Hybrid

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

2013 Toyota Camry LE Hybrid

Corsicana, TX

UnscoredInsufficient · 0
$13,42795,353 mi

Corsicana, TX

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Palestine, TX

Fair PriceRobust · 77
$13,49395,912 mi

Market: $4,995 – $18,995

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Palestine, TX

2020 Audi A3 Sedan Premium

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

2020 Audi A3 Sedan Premium

Gun Barrel City, TX

Fair PriceLimited · 16
$13,88197,162 mi

Market: $11,995 – $18,998

Comparison: 16 similar vehicles

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

Gun Barrel City, TX

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Seven Points, TX

Fair PriceRobust · 50
$13,99596,697 mi

Market: $3,999 – $18,145

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Seven Points, TX

2020 Chevrolet Malibu RS

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

2020 Chevrolet Malibu RS

Gun Barrel City, TX

UnscoredInsufficient · 3
$14,150159,906 mi

Comparison: 3 similar vehicles

Gun Barrel City, TX

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Mexia, TX

UnscoredInsufficient · 4
$14,18089,826 mi

Comparison: 4 similar vehicles

Mexia, TX

2021 Kia K5 GT-Line

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

2021 Kia K5 GT-Line

Fairfield, TX

UnscoredRobust · 59
$14,220131,368 mi

Comparison: 59 similar vehicles

Fairfield, TX

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Palestine, TX

Fair PriceModerate · 46
$14,826116,216 mi

Market: $3,700 – $24,995

Comparison: 46 similar vehicles

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

Palestine, TX

2015 Jaguar XF Supercharged

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

2015 Jaguar XF Supercharged

Palestine, TX

UnscoredInsufficient · 0
$15,00087,246 mi

Palestine, TX

2020 Hyundai Sonata Limited

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

2020 Hyundai Sonata Limited

Palestine, TX

Fair PriceLimited · 10
$15,500116,673 mi

Market: $12,995 – $19,764

Comparison: 10 similar vehicles

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

Palestine, TX

2020 Honda Civic EX-L

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

2020 Honda Civic EX-L

Fairfield, TX

UnscoredInsufficient · 4
$15,899130,863 mi

Comparison: 4 similar vehicles

Fairfield, TX

2021 Honda Civic Sport

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

2021 Honda Civic Sport

Palestine, TX

Fair PriceModerate · 24
$15,90091,738 mi

Market: $11,991 – $22,852

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 442 days listed (based on current market benchmarks)

Palestine, TX

2020 Chevrolet Malibu RS

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

2020 Chevrolet Malibu RS

Fairfield, TX

Fair PriceModerate · 34
$15,92573,982 mi

Market: $10,225 – $17,778

Comparison: 34 similar vehicles

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

Fairfield, TX

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Palestine, TX

Fair PriceRobust · 183
$15,98380,059 mi

Market: $7,900 – $25,948

Comparison: 183 similar vehicles

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

Palestine, TX

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Seven Points, TX

Fair PriceRobust · 104
$16,99599,050 mi

Market: $11,400 – $23,495

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Seven Points, TX

2020 Chrysler 300 S

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

2020 Chrysler 300 S

Fairfield, TX

UnscoredInsufficient · 4
$17,02092,249 mi

Comparison: 4 similar vehicles

Fairfield, TX

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Ennis, TX

Fair PriceModerate · 39
$17,04959,760 mi

Market: $14,649 – $21,795

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Ennis, TX

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Corsicana, TX

UnscoredLimited · 9
$17,127103,806 mi

Comparison: 9 similar vehicles

Corsicana, TX

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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