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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 10, 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

525 listings found

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Abilene, TX

Unscored
$1,250164,642 mi

Comparison: 17 similar vehicles

Abilene, TX

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Abilene, TX

Unscored
$1,350176,701 mi

Comparison: 26 similar vehicles

Abilene, TX

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Abilene, TX

Unscored
$1,350129,788 mi

Comparison: 9 similar vehicles

Abilene, TX

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Abilene, TX

Unscored
$1,350132,775 mi

Comparison: 15 similar vehicles

Abilene, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Abilene, TX

Unscored
$1,500183,243 mi

Comparison: 24 similar vehicles

Abilene, TX

2012 Honda Accord LX

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

2012 Honda Accord LX

Abilene, TX

Unscored
$1,500180,881 mi

Comparison: 21 similar vehicles

Abilene, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Abilene, TX

Unscored
$1,500162,898 mi

Comparison: 17 similar vehicles

Abilene, TX

2010 Honda Civic EX

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

2010 Honda Civic EX

Abilene, TX

UnscoredInsufficient · 0
$1,500178,388 mi

Abilene, TX

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Abilene, TX

UnscoredInsufficient · 4
$1,650146,905 mi

Comparison: 4 similar vehicles

Abilene, TX

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Abilene, TX

Unscored
$1,800185,876 mi

Comparison: 33 similar vehicles

Abilene, TX

2002 Acura TL Base

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

2002 Acura TL Base

San Angelo, TX

UnscoredInsufficient · 0
$4,220Mileage not verified

San Angelo, TX

2007 Mercury Montego Premier

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

2007 Mercury Montego Premier

San Angelo, TX

UnscoredInsufficient · 0
$5,000182,691 mi

San Angelo, TX

2014 Nissan Altima S

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

2014 Nissan Altima S

Abilene, TX

Unscored
$5,500191,486 mi

Comparison: 32 similar vehicles

Abilene, TX

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Abilene, TX

UnscoredInsufficient · 0
$5,500175,841 mi

Abilene, TX

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Abilene, TX

Unscored
$5,900192,209 mi

Comparison: 35 similar vehicles

Abilene, TX

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

San Angelo, TX

Unscored
$5,995156,000 mi

Comparison: 14 similar vehicles

San Angelo, TX

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Abilene, TX

UnscoredInsufficient · 0
$6,990141,333 mi

Abilene, TX

2014 Cadillac CTS Sedan Luxury Collection

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

2014 Cadillac CTS Sedan Luxury Collection

Coleman, TX

Fair PriceLimited · 10
$6,995118,150 mi

Market: $7,098 – $13,499

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 4 days listed (based on current market benchmarks)

Coleman, TX

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

San Angelo, TX

UnscoredInsufficient · 0
$7,50050,573 mi

San Angelo, TX

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

San Angelo, TX

Fair PriceLimited · 16
$7,500105,788 mi

Market: $5,235 – $10,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1366 days listed (based on current market benchmarks)

San Angelo, TX

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

San Angelo, TX

UnscoredInsufficient · 0
$7,99090,891 mi

San Angelo, TX

2013 Buick LaCrosse Touring

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

2013 Buick LaCrosse Touring

San Angelo, TX

UnscoredInsufficient · 0
$7,999213,112 mi

San Angelo, TX

2005 Honda Accord LX

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

2005 Honda Accord LX

San Angelo, TX

UnscoredInsufficient · 0
$8,000139,997 mi

San Angelo, TX

2015 Chevrolet Impala 1LT

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

2015 Chevrolet Impala 1LT

Abilene, TX

UnscoredInsufficient · 4
$8,500141,916 mi

Comparison: 4 similar vehicles

Abilene, TX

2005 Lincoln Town Car Signature

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

2005 Lincoln Town Car Signature

Abilene, TX

UnscoredInsufficient · 0
$8,985143,925 mi

Abilene, TX

2010 Lincoln Town Car Signature Limited

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

2010 Lincoln Town Car Signature Limited

Abilene, TX

UnscoredInsufficient · 4
$8,990117,643 mi

Comparison: 4 similar vehicles

Abilene, TX

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Abilene, TX

UnscoredInsufficient · 3
$8,995201,260 mi

Comparison: 3 similar vehicles

Abilene, TX

2011 Toyota Camry SE

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

2011 Toyota Camry SE

San Angelo, TX

Unscored
$8,999165,518 mi

Comparison: 8 similar vehicles

San Angelo, TX

2017 Kia Forte LX

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

2017 Kia Forte LX

San Angelo, TX

Fair PriceLimited · 19
$9,200119,207 mi

Market: $5,500 – $17,495

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

San Angelo, TX

2019 Ford Fusion SEL

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

2019 Ford Fusion SEL

Abilene, TX

Unscored
$9,225123,972 mi

Comparison: 11 similar vehicles

Abilene, TX

2013 Lincoln MKS Base

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

2013 Lincoln MKS Base

San Angelo, TX

UnscoredInsufficient · 0
$9,500134,849 mi

San Angelo, TX

2014 Nissan Altima SV

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

2014 Nissan Altima SV

San Angelo, TX

UnscoredInsufficient · 0
$9,800293,403 mi

San Angelo, TX

No Photo

2018 Chevrolet Malibu 1LS

Abilene, TX

Unscored
$9,995157,952 mi

Comparison: 26 similar vehicles

Abilene, TX

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

San Angelo, TX

Unscored
$9,995104,209 mi

Comparison: 9 similar vehicles

San Angelo, TX

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Abilene, TX

Fair PriceLimited · 14
$9,995108,425 mi

Market: $4,200 – $15,295

Comparison: 14 similar vehicles

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

Abilene, TX

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

San Angelo, TX

UnscoredInsufficient · 3
$9,999130,436 mi

Comparison: 3 similar vehicles

San Angelo, TX

2011 Ford Fusion SE

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

2011 Ford Fusion SE

San Angelo, TX

Fair PriceLimited · 13
$9,99999,310 mi

Market: $4,950 – $10,220

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

San Angelo, TX

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Abilene, TX

Fair PriceModerate · 34
$10,92565,365 mi

Market: $2,750 – $14,999

Comparison: 34 similar vehicles

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

Abilene, TX

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

San Angelo, TX

Fair PriceModerate · 35
$10,995107,106 mi

Market: $8,999 – $18,895

Comparison: 35 similar vehicles

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

San Angelo, TX

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Abilene, TX

UnscoredInsufficient · 0
$10,99559,111 mi

Abilene, TX

2017 Cadillac ATS Sedan Base

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

2017 Cadillac ATS Sedan Base

Abilene, TX

UnscoredInsufficient · 3
$10,999112,380 mi

Comparison: 3 similar vehicles

Abilene, TX

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Abilene, TX

Unscored
$11,225166,953 mi

Comparison: 28 similar vehicles

Abilene, TX

2017 INFINITI Q50 Signature Edition

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

2017 INFINITI Q50 Signature Edition

Abilene, TX

UnscoredInsufficient · 4
$11,970129,048 mi

Comparison: 4 similar vehicles

Abilene, TX

2016 Mercedes-Benz CLA-Class CLA250

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

2016 Mercedes-Benz CLA-Class CLA250

Abilene, TX

UnscoredInsufficient · 0
$11,995129,532 mi

Abilene, TX

2006 Chrysler 300 C

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

2006 Chrysler 300 C

San Angelo, TX

UnscoredInsufficient · 0
$12,00098,907 mi

San Angelo, TX

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

San Angelo, TX

Unscored
$12,475127,167 mi

Comparison: 9 similar vehicles

San Angelo, TX

No Photo

2016 Kia Forte EX

San Angelo, TX

UnscoredInsufficient · 0
$12,995124,448 mi

San Angelo, TX

2021 Kia Forte GT-Line

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

2021 Kia Forte GT-Line

Abilene, TX

Unscored
$13,225111,300 mi

Comparison: 5 similar vehicles

Abilene, TX

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

San Angelo, TX

UnscoredInsufficient · 0
$13,50052,722 mi

San Angelo, TX

2015 Dodge Charger R/T

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

2015 Dodge Charger R/T

Abilene, TX

UnscoredInsufficient · 4
$13,980132,529 mi

Comparison: 4 similar vehicles

Abilene, TX

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 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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