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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 9, 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

4,376 listings found

2002 Honda CR-V LX

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

2002 Honda CR-V LX

Temecula, CA

UnscoredInsufficient · 0
$3,895220,567 mi

Temecula, CA

2016 Ford Focus SE

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

2016 Ford Focus SE

Temecula, CA

UnscoredInsufficient · 4
$3,950115,000 mi

Comparison: 4 similar vehicles

Temecula, CA

2008 Lexus GS 350

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

2008 Lexus GS 350

Temecula, CA

UnscoredInsufficient · 4
$3,999227,170 mi

Comparison: 4 similar vehicles

Temecula, CA

2010 Volkswagen Golf Base

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

2010 Volkswagen Golf Base

Temecula, CA

UnscoredInsufficient · 0
$4,699157,821 mi

Temecula, CA

2008 Scion xB Base

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

2008 Scion xB Base

Temecula, CA

UnscoredInsufficient · 4
$4,799191,678 mi

Comparison: 4 similar vehicles

Temecula, CA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Temecula, CA

UnscoredInsufficient · 3
$4,918140,807 mi

Comparison: 3 similar vehicles

Temecula, CA

2012 Toyota Yaris Fleet

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

2012 Toyota Yaris Fleet

Temecula, CA

UnscoredInsufficient · 0
$4,918213,681 mi

Temecula, CA

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Temecula, CA

UnscoredInsufficient · 4
$4,95064,000 mi

Comparison: 4 similar vehicles

Temecula, CA

2011 Saab 9-3 Turbo4

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

2011 Saab 9-3 Turbo4

Temecula, CA

UnscoredInsufficient · 0
$4,995154,975 mi

Temecula, CA

2012 Nissan Altima S

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

2012 Nissan Altima S

Temecula, CA

Unscored
$5,172172,160 mi

Comparison: 7 similar vehicles

Temecula, CA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Temecula, CA

Great DealLimited · 10
$5,450112,000 mi

Market: $7,490 – $15,117

Comparison: 10 similar vehicles

Competitively priced ~27% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Temecula, CA

2017 Kia Optima EX

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

2017 Kia Optima EX

Temecula, CA

UnscoredInsufficient · 3
$5,450115,000 mi

Comparison: 3 similar vehicles

Temecula, CA

2018 Hyundai Elantra Sport

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

2018 Hyundai Elantra Sport

Temecula, CA

UnscoredInsufficient · 0
$5,950118,000 mi

Temecula, CA

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Temecula, CA

UnscoredInsufficient · 3
$5,995210,135 mi

Comparison: 3 similar vehicles

Temecula, CA

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Temecula, CA

UnscoredInsufficient · 0
$5,995129,402 mi

Temecula, CA

2003 Honda Accord EX

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

2003 Honda Accord EX

Temecula, CA

Unscored
$5,995192,482 mi

Comparison: 7 similar vehicles

Temecula, CA

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Temecula, CA

UnscoredInsufficient · 3
$5,999127,830 mi

Comparison: 3 similar vehicles

Temecula, CA

2012 Nissan Versa S

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

2012 Nissan Versa S

Temecula, CA

UnscoredInsufficient · 3
$5,99973,820 mi

Comparison: 3 similar vehicles

Temecula, CA

2006 Buick Rendezvous CX AWD

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

2006 Buick Rendezvous CX AWD

Temecula, CA

UnscoredInsufficient · 0
$5,99980,964 mi

Temecula, CA

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Temecula, CA

Great DealLimited · 12
$6,450103,000 mi

Market: $7,999 – $12,998

Comparison: 12 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Temecula, CA

2015 Kia Optima LX

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

2015 Kia Optima LX

Temecula, CA

Unscored
$6,80091,843 mi

Comparison: 5 similar vehicles

Temecula, CA

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Temecula, CA

UnscoredInsufficient · 4
$6,995128,362 mi

Comparison: 4 similar vehicles

Temecula, CA

2004 Chevrolet Tracker LT

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

2004 Chevrolet Tracker LT

Temecula, CA

UnscoredInsufficient · 0
$6,995108,052 mi

Temecula, CA

2003 MINI S

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

2003 MINI S

Temecula, CA

UnscoredInsufficient · 0
$6,99586,500 mi

Temecula, CA

2015 Honda Civic EX

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

2015 Honda Civic EX

Temecula, CA

Unscored
$6,999198,122 mi

Comparison: 13 similar vehicles

Temecula, CA

2014 Nissan Murano S

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

2014 Nissan Murano S

Temecula, CA

UnscoredInsufficient · 3
$6,99976,390 mi

Comparison: 3 similar vehicles

Temecula, CA

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Temecula, CA

UnscoredInsufficient · 0
$6,99971,340 mi

Temecula, CA

2014 Kia Soul +

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

2014 Kia Soul +

Temecula, CA

Unscored
$7,119107,294 mi

Comparison: 5 similar vehicles

Temecula, CA

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Temecula, CA

Unscored
$7,163168,882 mi

Comparison: 8 similar vehicles

Temecula, CA

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Temecula, CA

UnscoredInsufficient · 4
$7,163126,949 mi

Comparison: 4 similar vehicles

Temecula, CA

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Temecula, CA

Unscored
$7,172151,075 mi

Comparison: 17 similar vehicles

Temecula, CA

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Temecula, CA

Unscored
$7,172111,214 mi

Comparison: 5 similar vehicles

Temecula, CA

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Temecula, CA

UnscoredInsufficient · 3
$7,363115,895 mi

Comparison: 3 similar vehicles

Temecula, CA

2016 Toyota Mirai

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

2016 Toyota Mirai

Temecula, CA

UnscoredInsufficient · 0
$7,41830,963 mi

Temecula, CA

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Temecula, CA

UnscoredInsufficient · 0
$7,567105,341 mi

Temecula, CA

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Temecula, CA

Unscored
$7,62473,607 mi

Comparison: 5 similar vehicles

Temecula, CA

2014 Chevrolet Volt Base

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

2014 Chevrolet Volt Base

Temecula, CA

Unscored
$7,697104,606 mi

Comparison: 6 similar vehicles

Temecula, CA

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Temecula, CA

UnscoredInsufficient · 0
$7,82245,666 mi

Temecula, CA

2013 BMW 5 Series 528i

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

2013 BMW 5 Series 528i

Temecula, CA

Unscored
$7,900117,399 mi

Comparison: 6 similar vehicles

Temecula, CA

2011 Honda Civic LX

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

2011 Honda Civic LX

Temecula, CA

Unscored
$7,900165,659 mi

Comparison: 5 similar vehicles

Temecula, CA

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Temecula, CA

UnscoredInsufficient · 3
$7,91992,237 mi

Comparison: 3 similar vehicles

Temecula, CA

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Temecula, CA

Great DealLimited · 17
$7,95093,000 mi

Market: $10,477 – $16,995

Comparison: 17 similar vehicles

Competitively priced ~24% below the typical range compared to similar vehicles · 13 days listed (based on current market benchmarks)

Temecula, CA

2007 INFINITI FX 35

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

2007 INFINITI FX 35

Temecula, CA

UnscoredInsufficient · 0
$7,98589,746 mi

Temecula, CA

2004 Dodge Dakota Sport

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

2004 Dodge Dakota Sport

Temecula, CA

UnscoredInsufficient · 0
$7,985171,610 mi

Temecula, CA

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Temecula, CA

Unscored
$7,997179,404 mi

Comparison: 10 similar vehicles

Temecula, CA

2015 Kia Soul Base

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

2015 Kia Soul Base

Temecula, CA

Unscored
$7,99881,075 mi

Comparison: 5 similar vehicles

Temecula, CA

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Temecula, CA

UnscoredInsufficient · 0
$7,99865,575 mi

Temecula, CA

2020 Jeep Compass Sun & Safety

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

2020 Jeep Compass Sun & Safety

Temecula, CA

UnscoredInsufficient · 0
$7,999129,630 mi

Temecula, CA

2016 Audi Q3 Premium Plus

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

2016 Audi Q3 Premium Plus

Temecula, CA

Unscored
$7,99992,875 mi

Comparison: 6 similar vehicles

Temecula, CA

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Temecula, CA

UnscoredInsufficient · 3
$7,99988,850 mi

Comparison: 3 similar vehicles

Temecula, 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 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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