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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 30, 2026

6M+

Unique vehicles analyzed

as of October 29, 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

868 listings found

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Waco, TX

UnscoredInsufficient · 4
$2,950179,566 mi

Comparison: 4 similar vehicles

Waco, TX

No Photo

2012 Toyota Camry XLE Hybrid

Corsicana, TX

Unscored
$3,000258,619 mi

Comparison: 9 similar vehicles

Corsicana, TX

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Waco, TX

Unscored
$3,495121,161 mi

Comparison: 5 similar vehicles

Waco, TX

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Waco, TX

Unscored
$3,495233,053 mi

Comparison: 13 similar vehicles

Waco, TX

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

Waco, TX

UnscoredInsufficient · 0
$3,500214,427 mi

Waco, 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

UnscoredInsufficient · 4
$3,900198,064 mi

Comparison: 4 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 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Waco, TX

Unscored
$4,950192,037 mi

Comparison: 50 similar vehicles

Waco, TX

2001 Ford Crown Victoria Base

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

2001 Ford Crown Victoria Base

Waco, TX

UnscoredInsufficient · 0
$4,995Mileage not verified

Waco, TX

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Waco, TX

Unscored
$4,999203,135 mi

Comparison: 23 similar vehicles

Waco, TX

1999 Mercury Grand Marquis GS

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

1999 Mercury Grand Marquis GS

Waco, TX

Salvage title
$4,999194,074 mi

Waco, TX

2006 Honda Civic LX

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

2006 Honda Civic LX

Waco, TX

Unscored
$5,990135,455 mi

Comparison: 17 similar vehicles

Waco, TX

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Waco, TX

Unscored
$5,995180,591 mi

Comparison: 69 similar vehicles

Waco, TX

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Waco, TX

UnscoredInsufficient · 0
$5,995163,527 mi

Waco, TX

2013 Buick Regal Premium 1

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

2013 Buick Regal Premium 1

Waco, TX

UnscoredInsufficient · 3
$5,995193,662 mi

Comparison: 3 similar vehicles

Waco, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Waco, TX

Unscored
$5,995197,622 mi

Comparison: 42 similar vehicles

Waco, TX

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Waco, TX

Fair PriceLimited · 19
$5,995118,865 mi

Market: $2,995 – $7,571

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 780 days listed (based on current market benchmarks)

Waco, TX

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Waco, TX

UnscoredInsufficient · 0
$5,99570,582 mi

Waco, TX

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Waco, TX

Unscored
$5,995184,735 mi

Comparison: 6 similar vehicles

Waco, TX

2015 Buick Regal Premium 1

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

2015 Buick Regal Premium 1

Waco, TX

UnscoredInsufficient · 0
$5,999171,690 mi

Waco, TX

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Fairfield, TX

Unscored
$6,160195,251 mi

Comparison: 19 similar vehicles

Fairfield, TX

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Fairfield, TX

Unscored
$6,220121,521 mi

Comparison: 13 similar vehicles

Fairfield, TX

2006 Lincoln Town Car Signature

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

2006 Lincoln Town Car Signature

Waco, TX

UnscoredInsufficient · 3
$6,950121,673 mi

Comparison: 3 similar vehicles

Waco, TX

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Waco, TX

Fair PriceRobust · 128
$6,995100,814 mi

Market: $2,950 – $18,500

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Waco, TX

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Waco, TX

Unscored
$6,995122,017 mi

Comparison: 12 similar vehicles

Waco, TX

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Waco, TX

Unscored
$6,995130,802 mi

Comparison: 15 similar vehicles

Waco, TX

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Waco, TX

Fair PriceLimited · 12
$6,995106,733 mi

Market: $4,000 – $10,748

Comparison: 12 similar vehicles

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

Waco, TX

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Waco, TX

Unscored
$6,995183,839 mi

Comparison: 11 similar vehicles

Waco, TX

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Waco, TX

Unscored
$6,99584,616 mi

Comparison: 9 similar vehicles

Waco, TX

2011 Ford Taurus SHO

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

2011 Ford Taurus SHO

Waco, TX

UnscoredInsufficient · 0
$6,995145,302 mi

Waco, TX

2011 Nissan Maxima S

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

2011 Nissan Maxima S

Fairfield, TX

UnscoredInsufficient · 0
$7,220119,654 mi

Fairfield, TX

2001 Lexus GS 300

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

2001 Lexus GS 300

Waco, TX

UnscoredInsufficient · 0
$7,220133,348 mi

Waco, 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

Unscored
$7,280139,678 mi

Comparison: 19 similar vehicles

Fairfield, 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 · 28
$7,500109,567 mi

Market: $5,521 – $13,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 496 days listed (based on current market benchmarks)

Mexia, 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
$7,880111,691 mi

Market: $5,290 – $17,495

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Fairfield, TX

2014 Honda Accord LX

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

2014 Honda Accord LX

Woodway, TX

Unscored
$7,900152,528 mi

Comparison: 50 similar vehicles

Woodway, TX

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Waco, TX

Fair PriceLimited · 17
$7,995110,429 mi

Market: $3,300 – $9,995

Comparison: 17 similar vehicles

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

Waco, TX

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Waco, TX

Unscored
$7,995145,878 mi

Comparison: 34 similar vehicles

Waco, TX

2014 Lincoln MKS Base

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

2014 Lincoln MKS Base

Waco, TX

Unscored
$7,995168,334 mi

Comparison: 20 similar vehicles

Waco, TX

2014 Buick Regal Premium 1

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

2014 Buick Regal Premium 1

Waco, TX

UnscoredInsufficient · 0
$7,995131,730 mi

Waco, TX

No Photo

2013 Chevrolet Cruze 1LT

Corsicana, TX

Unscored
$7,995105,726 mi

Comparison: 7 similar vehicles

Corsicana, TX

No Photo

2005 Ford Taurus SE

Corsicana, TX

UnscoredInsufficient · 0
$7,99548,674 mi

Corsicana, TX

2002 Lexus ES 300

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

2002 Lexus ES 300

Corsicana, TX

Unscored
$8,127136,522 mi

Comparison: 7 similar vehicles

Corsicana, TX

2015 Chevrolet Malibu 1LZ

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

2015 Chevrolet Malibu 1LZ

West, TX

UnscoredInsufficient · 0
$8,222149,020 mi

West, TX

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Fairfield, TX

UnscoredInsufficient · 0
$8,28935,765 mi

Fairfield, TX

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Waco, TX

Unscored
$8,500127,541 mi

Comparison: 14 similar vehicles

Waco, TX

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Waco, TX

Unscored
$8,600122,423 mi

Comparison: 16 similar vehicles

Waco, TX

2013 Honda Civic LX

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

2013 Honda Civic LX

Crawford, TX

UnscoredInsufficient · 4
$8,750138,434 mi

Comparison: 4 similar vehicles

Crawford, TX

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Waco, TX

Unscored
$8,791127,202 mi

Comparison: 21 similar vehicles

Waco, TX

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Waco, TX

Unscored
$8,950166,453 mi

Comparison: 52 similar vehicles

Waco, 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 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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