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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

3,376 listings found

2006 BMW X3 3.0i

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

2006 BMW X3 3.0i

Santa Ana, CA

UnscoredInsufficient · 3
$3,900149,872 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Santa Ana, CA

UnscoredLimited · 7
$3,980269,290 mi

Comparison: 7 similar vehicles

Santa Ana, CA

2006 Pontiac Solstice Base

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

2006 Pontiac Solstice Base

Santa Ana, CA

UnscoredInsufficient · 0
$3,99580,929 mi

Santa Ana, CA

2004 Chevrolet Venture

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

2004 Chevrolet Venture

Santa Ana, CA

UnscoredInsufficient · 0
$3,999112,190 mi

Santa Ana, CA

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Santa Ana, CA

UnscoredInsufficient · 3
$4,014218,020 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2001 Hyundai Elantra GLS

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

2001 Hyundai Elantra GLS

Santa Ana, CA

UnscoredInsufficient · 0
$4,490152,086 mi

Santa Ana, CA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Santa Ana, CA

UnscoredLimited · 10
$4,500166,637 mi

Comparison: 10 similar vehicles

Santa Ana, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Santa Ana, CA

UnscoredLimited · 13
$4,500201,431 mi

Comparison: 13 similar vehicles

Santa Ana, CA

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Santa Ana, CA

UnscoredInsufficient · 0
$4,500190,182 mi

Santa Ana, CA

No Photo

2015 GMC Acadia SLE1

Santa Ana, CA

UnscoredLimited · 5
$4,600Mileage not verified

Comparison: 5 similar vehicles

Santa Ana, CA

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Santa Ana, CA

UnscoredInsufficient · 3
$4,900187,543 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2008 Kia Rio Base

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

2008 Kia Rio Base

Santa Ana, CA

UnscoredInsufficient · 0
$4,98096,967 mi

Santa Ana, CA

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Santa Ana, CA

UnscoredLimited · 8
$4,990117,484 mi

Comparison: 8 similar vehicles

Santa Ana, CA

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Santa Ana, CA

UnscoredInsufficient · 4
$4,990160,115 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Santa Ana, CA

UnscoredLimited · 5
$4,990227,227 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2014 Chevrolet Sonic LTZ

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

2014 Chevrolet Sonic LTZ

Santa Ana, CA

UnscoredInsufficient · 0
$4,995116,241 mi

Santa Ana, CA

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Santa Ana, CA

UnscoredLimited · 9
$4,995119,192 mi

Comparison: 9 similar vehicles

Santa Ana, CA

2005 Honda Civic LX

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

2005 Honda Civic LX

Santa Ana, CA

UnscoredInsufficient · 0
$4,995185,610 mi

Santa Ana, CA

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Santa Ana, CA

UnscoredInsufficient · 0
$4,995136,401 mi

Santa Ana, CA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Santa Ana, CA

UnscoredLimited · 17
$4,999163,839 mi

Comparison: 17 similar vehicles

Santa Ana, CA

No Photo

2015 Hyundai Sonata Sport

Santa Ana, CA

UnscoredLimited · 5
$5,100Mileage not verified

Comparison: 5 similar vehicles

Santa Ana, CA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Santa Ana, CA

UnscoredLimited · 5
$5,365183,003 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2014 Kia Forte5 EX

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

2014 Kia Forte5 EX

Santa Ana, CA

UnscoredInsufficient · 0
$5,49897,067 mi

Santa Ana, CA

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Santa Ana, CA

UnscoredLimited · 6
$5,500172,923 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Santa Ana, CA

UnscoredInsufficient · 0
$5,500179,304 mi

Santa Ana, CA

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Santa Ana, CA

UnscoredLimited · 5
$5,523101,976 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Santa Ana, CA

UnscoredInsufficient · 0
$5,523197,410 mi

Santa Ana, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Santa Ana, CA

UnscoredLimited · 13
$5,614155,580 mi

Comparison: 13 similar vehicles

Santa Ana, CA

2013 Nissan Murano S

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

2013 Nissan Murano S

Santa Ana, CA

UnscoredInsufficient · 0
$5,69894,743 mi

Santa Ana, CA

2008 Ford Focus SE

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

2008 Ford Focus SE

Santa Ana, CA

UnscoredInsufficient · 0
$5,69997,865 mi

Santa Ana, CA

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Santa Ana, CA

UnscoredInsufficient · 0
$5,790132,284 mi

Santa Ana, CA

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Santa Ana, CA

UnscoredInsufficient · 3
$5,900156,174 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Santa Ana, CA

UnscoredInsufficient · 0
$5,900165,332 mi

Santa Ana, CA

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Santa Ana, CA

UnscoredInsufficient · 4
$5,900172,594 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

Santa Ana, CA

UnscoredInsufficient · 0
$5,950116,705 mi

Santa Ana, CA

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Santa Ana, CA

UnscoredInsufficient · 3
$5,990125,037 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2009 Nissan Altima S

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

2009 Nissan Altima S

Santa Ana, CA

UnscoredInsufficient · 3
$5,990130,440 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Santa Ana, CA

UnscoredLimited · 6
$5,990114,489 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2007 Mitsubishi Outlander XLS 4wd

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

2007 Mitsubishi Outlander XLS 4wd

Santa Ana, CA

UnscoredInsufficient · 0
$5,99093,263 mi

Santa Ana, CA

2012 Chevrolet Volt Base

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

2012 Chevrolet Volt Base

Santa Ana, CA

UnscoredInsufficient · 3
$5,995129,135 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Santa Ana, CA

UnscoredInsufficient · 0
$5,99889,352 mi

Santa Ana, CA

2011 BMW X3 xDrive35i

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

2011 BMW X3 xDrive35i

Santa Ana, CA

UnscoredInsufficient · 4
$5,998109,784 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Santa Ana, CA

UnscoredLimited · 9
$5,998128,957 mi

Comparison: 9 similar vehicles

Santa Ana, CA

2014 Ford Escape SE

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

2014 Ford Escape SE

Santa Ana, CA

UnscoredLimited · 6
$5,999118,180 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Santa Ana, CA

UnscoredInsufficient · 0
$5,999119,974 mi

Santa Ana, CA

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

Santa Ana, CA

UnscoredModerate · 32
$6,125144,390 mi

Comparison: 32 similar vehicles

Santa Ana, CA

2009 Kia Borrego EX

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

2009 Kia Borrego EX

Santa Ana, CA

UnscoredInsufficient · 0
$6,228121,334 mi

Santa Ana, CA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Santa Ana, CA

UnscoredLimited · 18
$6,250169,043 mi

Comparison: 18 similar vehicles

Santa Ana, CA

2016 Ford Taurus SE

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

2016 Ford Taurus SE

Santa Ana, CA

UnscoredInsufficient · 0
$6,298126,320 mi

Santa Ana, CA

2012 Kia Soul Base

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

2012 Kia Soul Base

Santa Ana, CA

UnscoredInsufficient · 3
$6,29987,768 mi

Comparison: 3 similar vehicles

Santa Ana, CA

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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