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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 30, 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

931 listings found

2010 Toyota Camry Hybrid

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

2010 Toyota Camry Hybrid

Vista, CA

UnscoredInsufficient · 0
$3,995Mileage not verified

Vista, CA

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Vista, CA

UnscoredInsufficient · 0
$4,99595,117 mi

Vista, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Vista, CA

UnscoredInsufficient · 3
$5,40095,454 mi

Comparison: 3 similar vehicles

Vista, CA

2003 Subaru Outback Base

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

2003 Subaru Outback Base

Vista, CA

UnscoredInsufficient · 0
$5,995101,457 mi

Vista, CA

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Vista, CA

UnscoredInsufficient · 3
$6,065108,940 mi

Comparison: 3 similar vehicles

Vista, CA

2006 Lexus ES 330

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

2006 Lexus ES 330

Vista, CA

Unscored
$6,065157,440 mi

Comparison: 7 similar vehicles

Vista, CA

2009 Audi A4 Premium

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

2009 Audi A4 Premium

Vista, CA

UnscoredInsufficient · 3
$6,950120,305 mi

Comparison: 3 similar vehicles

Vista, CA

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Vista, CA

Fair PriceLimited · 16
$6,995Mileage not verified

Market: $5,900 – $11,500

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 371 days listed (based on current market benchmarks)

Vista, CA

2015 Toyota Yaris L

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

2015 Toyota Yaris L

Vista, CA

Unscored
$6,995135,566 mi

Comparison: 7 similar vehicles

Vista, CA

2000 Nissan Frontier SE

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

2000 Nissan Frontier SE

Vista, CA

UnscoredInsufficient · 0
$7,065146,752 mi

Vista, CA

2007 Mercedes-Benz CLK-Class CLK350

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

2007 Mercedes-Benz CLK-Class CLK350

Vista, CA

UnscoredInsufficient · 4
$7,118219,251 mi

Comparison: 4 similar vehicles

Vista, CA

2015 Toyota Prius v Three

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

2015 Toyota Prius v Three

Vista, CA

UnscoredInsufficient · 4
$7,900167,855 mi

Comparison: 4 similar vehicles

Vista, CA

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Vista, CA

UnscoredInsufficient · 3
$7,995155,309 mi

Comparison: 3 similar vehicles

Vista, CA

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Vista, CA

Unscored
$7,995190,000 mi

Comparison: 5 similar vehicles

Vista, CA

2015 Kia Soul +

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

2015 Kia Soul +

Vista, CA

UnscoredInsufficient · 3
$7,99589,908 mi

Comparison: 3 similar vehicles

Vista, CA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Vista, CA

UnscoredInsufficient · 0
$7,99586,375 mi

Vista, CA

2011 Toyota Prius I

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

2011 Toyota Prius I

Vista, CA

Unscored
$7,995152,535 mi

Comparison: 6 similar vehicles

Vista, CA

2010 Cadillac STS Luxury

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

2010 Cadillac STS Luxury

Vista, CA

UnscoredInsufficient · 0
$7,99567,999 mi

Vista, CA

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Vista, CA

Unscored
$7,995143,195 mi

Comparison: 5 similar vehicles

Vista, CA

2017 Volkswagen Golf SportWagen SE

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

2017 Volkswagen Golf SportWagen SE

Vista, CA

UnscoredInsufficient · 0
$8,850134,000 mi

Vista, CA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Vista, CA

Unscored
$8,850121,487 mi

Comparison: 6 similar vehicles

Vista, CA

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Vista, CA

Unscored
$8,995172,624 mi

Comparison: 14 similar vehicles

Vista, CA

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Vista, CA

Unscored
$9,118138,612 mi

Comparison: 7 similar vehicles

Vista, CA

2013 Honda Civic LX

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

2013 Honda Civic LX

Vista, CA

Unscored
$9,400144,779 mi

Comparison: 23 similar vehicles

Vista, CA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Vista, CA

Unscored
$9,490140,434 mi

Comparison: 16 similar vehicles

Vista, CA

2011 Mercedes-Benz E-Class E350 Luxury

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

2011 Mercedes-Benz E-Class E350 Luxury

Vista, CA

Fair PriceLimited · 11
$9,80087,271 mi

Market: $6,575 – $16,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Vista, CA

2012 Toyota Prius Plug-In Base

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

2012 Toyota Prius Plug-In Base

Vista, CA

Unscored
$9,850122,925 mi

Comparison: 5 similar vehicles

Vista, CA

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Vista, CA

UnscoredInsufficient · 0
$9,90091,950 mi

Vista, CA

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Vista, CA

UnscoredInsufficient · 0
$9,99559,154 mi

Vista, CA

2016 Honda Civic LX

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

2016 Honda Civic LX

Vista, CA

Unscored
$10,118207,048 mi

Comparison: 13 similar vehicles

Vista, CA

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Vista, CA

Unscored
$10,11889,250 mi

Comparison: 6 similar vehicles

Vista, CA

2020 Mitsubishi Eclipse Cross ES

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

2020 Mitsubishi Eclipse Cross ES

Vista, CA

UnscoredInsufficient · 0
$10,400105,323 mi

Vista, CA

2007 Toyota Tundra Base

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

2007 Toyota Tundra Base

Vista, CA

UnscoredInsufficient · 0
$10,565149,629 mi

Vista, CA

2011 Acura TSX

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

2011 Acura TSX

Vista, CA

UnscoredInsufficient · 0
$10,720163,193 mi

Vista, CA

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Vista, CA

Unscored
$11,065192,937 mi

Comparison: 13 similar vehicles

Vista, CA

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Vista, CA

UnscoredInsufficient · 3
$11,118145,070 mi

Comparison: 3 similar vehicles

Vista, CA

2014 Buick Regal Base

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

2014 Buick Regal Base

Vista, CA

UnscoredInsufficient · 0
$11,12090,814 mi

Vista, CA

2011 Toyota Sequoia Platinum

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

2011 Toyota Sequoia Platinum

Vista, CA

UnscoredInsufficient · 0
$11,500300,000 mi

Vista, CA

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Vista, CA

UnscoredInsufficient · 3
$11,72897,290 mi

Comparison: 3 similar vehicles

Vista, CA

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Vista, CA

UnscoredInsufficient · 4
$11,890140,286 mi

Comparison: 4 similar vehicles

Vista, CA

2010 Toyota Corolla XLE

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

2010 Toyota Corolla XLE

Vista, CA

UnscoredInsufficient · 0
$11,90090,248 mi

Vista, CA

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Vista, CA

Fair PriceLimited · 15
$11,995100,903 mi

Market: $7,999 – $14,045

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Vista, CA

2004 Nissan Titan SE

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

2004 Nissan Titan SE

Vista, CA

UnscoredInsufficient · 0
$11,995148,216 mi

Vista, CA

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Vista, CA

UnscoredInsufficient · 0
$11,99920,152 mi

Vista, CA

2011 Toyota 4Runner Limited

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

2011 Toyota 4Runner Limited

Vista, CA

UnscoredInsufficient · 0
$12,100220,000 mi

Vista, CA

2015 Acura MDX

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

2015 Acura MDX

Vista, CA

UnscoredInsufficient · 0
$12,490169,122 mi

Vista, CA

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Vista, CA

Unscored
$12,900117,232 mi

Comparison: 7 similar vehicles

Vista, CA

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Vista, CA

Unscored
$13,065160,683 mi

Comparison: 7 similar vehicles

Vista, CA

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Vista, CA

Unscored
$13,118136,334 mi

Comparison: 8 similar vehicles

Vista, CA

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Vista, CA

UnscoredInsufficient · 0
$13,49947,945 mi

Vista, 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.
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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