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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

291 listings found

2005 Chevrolet Classic Base

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

2005 Chevrolet Classic Base

Twin Falls, ID

UnscoredInsufficient · 0
$1,999221,962 mi

Twin Falls, ID

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

Twin Falls, ID

UnscoredInsufficient · 0
$2,299119,797 mi

Twin Falls, ID

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Twin Falls, ID

UnscoredInsufficient · 0
$3,299111,829 mi

Twin Falls, ID

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Twin Falls, ID

UnscoredLimited · 18
$3,399176,934 mi

Comparison: 18 similar vehicles

Twin Falls, ID

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Rupert, ID

UnscoredInsufficient · 0
$3,495169,455 mi

Rupert, ID

2008 Mazda MAZDA6 i Touring

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

2008 Mazda MAZDA6 i Touring

Rupert, ID

UnscoredInsufficient · 0
$3,595192,003 mi

Rupert, ID

2004 Mercedes-Benz S-Class S430

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

2004 Mercedes-Benz S-Class S430

Twin Falls, ID

UnscoredInsufficient · 0
$3,845Mileage not verified

Twin Falls, ID

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Twin Falls, ID

UnscoredInsufficient · 0
$3,942201,062 mi

Twin Falls, ID

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Buhl, ID

UnscoredInsufficient · 0
$3,988144,032 mi

Buhl, ID

2005 Audi A4 Base

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

2005 Audi A4 Base

Twin Falls, ID

UnscoredInsufficient · 0
$3,999111,412 mi

Twin Falls, ID

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Twin Falls, ID

UnscoredLimited · 5
$4,269249,467 mi

Comparison: 5 similar vehicles

Twin Falls, ID

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Twin Falls, ID

UnscoredInsufficient · 0
$4,350Mileage not verified

Twin Falls, ID

2013 Volkswagen Passat SEL

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

2013 Volkswagen Passat SEL

Twin Falls, ID

UnscoredLimited · 8
$4,399190,001 mi

Comparison: 8 similar vehicles

Twin Falls, ID

2001 Saturn L-Series L200

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

2001 Saturn L-Series L200

Twin Falls, ID

UnscoredInsufficient · 0
$4,399135,004 mi

Twin Falls, ID

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Jerome, ID

UnscoredInsufficient · 0
$4,487210,745 mi

Jerome, ID

2006 Buick Lucerne CXS

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

2006 Buick Lucerne CXS

Twin Falls, ID

UnscoredInsufficient · 0
$4,499246,814 mi

Twin Falls, ID

2004 Lexus ES 330

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

2004 Lexus ES 330

Twin Falls, ID

UnscoredInsufficient · 0
$4,630158,703 mi

Twin Falls, ID

2005 Hyundai Sonata GLS

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

2005 Hyundai Sonata GLS

Twin Falls, ID

UnscoredInsufficient · 0
$4,770240,755 mi

Twin Falls, ID

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Twin Falls, ID

UnscoredInsufficient · 3
$4,850197,251 mi

Comparison: 3 similar vehicles

Twin Falls, ID

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Rupert, ID

UnscoredInsufficient · 0
$4,995127,693 mi

Rupert, ID

2008 Honda Civic LX

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

2008 Honda Civic LX

Rupert, ID

UnscoredInsufficient · 0
$5,195205,090 mi

Rupert, ID

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Twin Falls, ID

UnscoredLimited · 11
$5,200212,468 mi

Comparison: 11 similar vehicles

Twin Falls, ID

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Twin Falls, ID

UnscoredInsufficient · 4
$5,296165,000 mi

Comparison: 4 similar vehicles

Twin Falls, ID

2010 Lincoln MKZ Base

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

2010 Lincoln MKZ Base

Twin Falls, ID

UnscoredInsufficient · 0
$5,399187,994 mi

Twin Falls, ID

2009 Kia Rio LX

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

2009 Kia Rio LX

Twin Falls, ID

UnscoredInsufficient · 0
$5,399134,643 mi

Twin Falls, ID

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Twin Falls, ID

UnscoredInsufficient · 3
$5,594116,502 mi

Comparison: 3 similar vehicles

Twin Falls, ID

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Twin Falls, ID

UnscoredInsufficient · 3
$5,645202,353 mi

Comparison: 3 similar vehicles

Twin Falls, ID

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Twin Falls, ID

UnscoredInsufficient · 4
$5,845196,039 mi

Comparison: 4 similar vehicles

Twin Falls, ID

2016 Chrysler 300 C

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

2016 Chrysler 300 C

Twin Falls, ID

UnscoredInsufficient · 4
$5,874241,510 mi

Comparison: 4 similar vehicles

Twin Falls, ID

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Rupert, ID

UnscoredLimited · 10
$5,995148,987 mi

Comparison: 10 similar vehicles

Rupert, ID

2012 Honda Civic EX

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

2012 Honda Civic EX

Twin Falls, ID

UnscoredLimited · 13
$6,210209,563 mi

Comparison: 13 similar vehicles

Twin Falls, ID

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Rupert, ID

UnscoredInsufficient · 4
$6,400181,496 mi

Comparison: 4 similar vehicles

Rupert, ID

2005 Hyundai XG350 L

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

2005 Hyundai XG350 L

Twin Falls, ID

UnscoredInsufficient · 0
$6,415173,593 mi

Twin Falls, ID

2005 Chrysler 300 Touring

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

2005 Chrysler 300 Touring

Twin Falls, ID

UnscoredInsufficient · 0
$6,500152,380 mi

Twin Falls, ID

2009 Pontiac G6

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

2009 Pontiac G6

Twin Falls, ID

UnscoredInsufficient · 4
$6,550153,463 mi

Comparison: 4 similar vehicles

Twin Falls, ID

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Twin Falls, ID

UnscoredInsufficient · 3
$6,742176,412 mi

Comparison: 3 similar vehicles

Twin Falls, ID

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Twin Falls, ID

UnscoredInsufficient · 0
$6,850104,361 mi

Twin Falls, ID

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Rupert, ID

UnscoredModerate · 23
$6,895156,891 mi

Comparison: 23 similar vehicles

Rupert, ID

2014 Dodge Charger Police

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

2014 Dodge Charger Police

Twin Falls, ID

UnscoredInsufficient · 0
$6,896173,806 mi

Twin Falls, ID

2011 Dodge Avenger Mainstreet

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

2011 Dodge Avenger Mainstreet

Twin Falls, ID

UnscoredInsufficient · 0
$6,977135,848 mi

Twin Falls, ID

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Twin Falls, ID

Fair PriceModerate · 34
$6,995112,551 mi

Market: $4,590 – $10,491

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Twin Falls, ID

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Rupert, ID

UnscoredLimited · 6
$7,295131,795 mi

Comparison: 6 similar vehicles

Rupert, ID

2015 Mazda MAZDA6 i Grand Touring

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

2015 Mazda MAZDA6 i Grand Touring

Rupert, ID

UnscoredInsufficient · 0
$7,395181,188 mi

Rupert, ID

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Twin Falls, ID

UnscoredLimited · 7
$7,399101,068 mi

Comparison: 7 similar vehicles

Twin Falls, ID

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Twin Falls, ID

OverpricedLimited · 11
$7,399126,547 mi

Market: $3,500 – $5,977

Comparison: 11 similar vehicles

Priced ~24% above the typical market range for similar vehicles (based on current market benchmarks)

Twin Falls, ID

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

Twin Falls, ID

UnscoredInsufficient · 0
$7,550164,487 mi

Twin Falls, ID

2011 Mercedes-Benz C-Class C300 Luxury

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

2011 Mercedes-Benz C-Class C300 Luxury

Twin Falls, ID

UnscoredInsufficient · 0
$7,79997,589 mi

Twin Falls, ID

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Twin Falls, ID

UnscoredInsufficient · 0
$7,850171,657 mi

Twin Falls, ID

2011 Jaguar XF Premium

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

2011 Jaguar XF Premium

Twin Falls, ID

UnscoredInsufficient · 0
$7,88892,263 mi

Twin Falls, ID

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Twin Falls, ID

UnscoredInsufficient · 3
$7,963162,952 mi

Comparison: 3 similar vehicles

Twin Falls, ID

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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