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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

866 listings found

2009 Kia Rio Base

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

2009 Kia Rio Base

New Braunfels, TX

UnscoredInsufficient · 0
$2,095Mileage not verified

New Braunfels, TX

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Austin, TX

UnscoredLimited · 6
$2,990227,050 mi

Comparison: 6 similar vehicles

Austin, TX

2013 Honda Civic LX

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

2013 Honda Civic LX

Schulenburg, TX

UnscoredModerate · 49
$3,780Mileage not verified

Comparison: 49 similar vehicles

Schulenburg, TX

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Gonzales, TX

UnscoredLimited · 15
$3,950203,536 mi

Comparison: 15 similar vehicles

Gonzales, TX

2003 Nissan Altima Base

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

2003 Nissan Altima Base

Austin, TX

UnscoredInsufficient · 0
$3,950135,539 mi

Austin, TX

2008 Chevrolet Malibu Classic LS

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

2008 Chevrolet Malibu Classic LS

Poth, TX

UnscoredInsufficient · 0
$3,999250,324 mi

Poth, TX

2009 Ford Focus SE

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

2009 Ford Focus SE

Kyle, TX

UnscoredLimited · 9
$4,325150,340 mi

Comparison: 9 similar vehicles

Kyle, TX

2007 Honda Accord VP

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

2007 Honda Accord VP

Seguin, TX

UnscoredInsufficient · 0
$4,500159,796 mi

Seguin, TX

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

New Braunfels, TX

UnscoredInsufficient · 0
$4,500227,571 mi

New Braunfels, TX

2004 Volkswagen Passat GLS

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

2004 Volkswagen Passat GLS

Kyle, TX

UnscoredInsufficient · 0
$4,675108,240 mi

Kyle, TX

2004 Honda Civic LX

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

2004 Honda Civic LX

New Braunfels, TX

UnscoredInsufficient · 0
$4,744132,261 mi

New Braunfels, TX

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Niederwald, TX

UnscoredLimited · 8
$4,850169,245 mi

Comparison: 8 similar vehicles

Niederwald, TX

2006 Volkswagen Passat Value Edition

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

2006 Volkswagen Passat Value Edition

Kyle, TX

UnscoredInsufficient · 3
$4,850114,910 mi

Comparison: 3 similar vehicles

Kyle, TX

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

New Braunfels, TX

UnscoredInsufficient · 3
$4,888169,416 mi

Comparison: 3 similar vehicles

New Braunfels, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

New Braunfels, TX

UnscoredLimited · 5
$4,999171,000 mi

Comparison: 5 similar vehicles

New Braunfels, TX

2006 Kia Optima EX

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

2006 Kia Optima EX

Austin, TX

UnscoredInsufficient · 0
$5,12595,257 mi

Austin, TX

2009 Pontiac G8 Base

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

2009 Pontiac G8 Base

New Braunfels, TX

Salvage title
$5,220136,123 mi

New Braunfels, TX

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

New Braunfels, TX

UnscoredInsufficient · 4
$5,244122,706 mi

Comparison: 4 similar vehicles

New Braunfels, TX

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Mustang Ridge, TX

UnscoredLimited · 5
$5,250131,100 mi

Comparison: 5 similar vehicles

Mustang Ridge, TX

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

New Braunfels, TX

UnscoredLimited · 5
$5,500148,516 mi

Comparison: 5 similar vehicles

New Braunfels, TX

2004 Toyota Camry SE

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

2004 Toyota Camry SE

Kyle, TX

UnscoredInsufficient · 0
$5,500128,635 mi

Kyle, TX

2015 Mitsubishi Lancer GT

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

2015 Mitsubishi Lancer GT

New Braunfels, TX

UnscoredInsufficient · 0
$5,944147,360 mi

New Braunfels, TX

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Austin, TX

UnscoredLimited · 16
$5,950231,520 mi

Comparison: 16 similar vehicles

Austin, TX

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Buda, TX

UnscoredInsufficient · 3
$5,99598,925 mi

Comparison: 3 similar vehicles

Buda, TX

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Buda, TX

UnscoredInsufficient · 0
$5,995121,372 mi

Buda, TX

2009 Lexus ES 350

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

2009 Lexus ES 350

New Braunfels, TX

UnscoredInsufficient · 4
$5,995212,827 mi

Comparison: 4 similar vehicles

New Braunfels, TX

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

New Braunfels, TX

UnscoredLimited · 8
$5,999100,000 mi

Comparison: 8 similar vehicles

New Braunfels, TX

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

New Braunfels, TX

UnscoredLimited · 7
$6,175120,000 mi

Comparison: 7 similar vehicles

New Braunfels, TX

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Kyle, TX

UnscoredInsufficient · 4
$6,17564,875 mi

Comparison: 4 similar vehicles

Kyle, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

San Marcos, TX

UnscoredInsufficient · 3
$6,220144,409 mi

Comparison: 3 similar vehicles

San Marcos, TX

2004 Buick Regal LS

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

2004 Buick Regal LS

Austin, TX

UnscoredInsufficient · 0
$6,25099,591 mi

Austin, TX

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Austin, TX

UnscoredInsufficient · 3
$6,325163,866 mi

Comparison: 3 similar vehicles

Austin, TX

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Austin, TX

Fair PriceModerate · 32
$6,39080,859 mi

Market: $3,299 – $9,995

Comparison: 32 similar vehicles

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

Austin, TX

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

New Braunfels, TX

UnscoredLimited · 6
$6,50096,373 mi

Comparison: 6 similar vehicles

New Braunfels, TX

2014 Dodge Dart SE

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

2014 Dodge Dart SE

New Braunfels, TX

UnscoredInsufficient · 0
$6,50094,534 mi

New Braunfels, TX

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

New Braunfels, TX

UnscoredInsufficient · 0
$6,50098,395 mi

New Braunfels, TX

2003 Mazda Protege DX

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

2003 Mazda Protege DX

San Marcos, TX

UnscoredInsufficient · 0
$6,500151,196 mi

San Marcos, TX

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Seguin, TX

UnscoredInsufficient · 0
$6,57571,512 mi

Seguin, TX

2016 Ford Focus SE

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

2016 Ford Focus SE

Bastrop, TX

Fair PriceModerate · 41
$6,73597,988 mi

Market: $2,950 – $14,995

Comparison: 41 similar vehicles

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

Bastrop, TX

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Poth, TX

UnscoredInsufficient · 3
$6,740142,032 mi

Comparison: 3 similar vehicles

Poth, TX

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Dale, TX

Fair PriceLimited · 13
$6,80089,500 mi

Market: $2,995 – $8,220

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Dale, TX

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

New Braunfels, TX

UnscoredInsufficient · 4
$6,900Mileage not verified

Comparison: 4 similar vehicles

New Braunfels, TX

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Gonzales, TX

Fair PriceLimited · 13
$6,950106,060 mi

Market: $2,299 – $14,635

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Gonzales, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Gonzales, TX

UnscoredModerate · 22
$6,950165,469 mi

Comparison: 22 similar vehicles

Gonzales, TX

2016 Nissan Versa Sedan S Plus

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

2016 Nissan Versa Sedan S Plus

Gonzales, TX

UnscoredInsufficient · 3
$6,995119,201 mi

Comparison: 3 similar vehicles

Gonzales, TX

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

New Braunfels, TX

UnscoredInsufficient · 3
$6,999143,500 mi

Comparison: 3 similar vehicles

New Braunfels, TX

2007 BMW 5 Series 530xi

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

2007 BMW 5 Series 530xi

Kyle, TX

UnscoredInsufficient · 0
$6,999109,791 mi

Kyle, TX

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Buda, TX

UnscoredModerate · 20
$6,999122,298 mi

Comparison: 20 similar vehicles

Buda, TX

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Buda, TX

UnscoredInsufficient · 3
$7,398107,854 mi

Comparison: 3 similar vehicles

Buda, TX

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

New Braunfels, TX

UnscoredLimited · 6
$7,495171,535 mi

Comparison: 6 similar vehicles

New Braunfels, 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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