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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

360 listings found

2011 Toyota Prius III

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

2011 Toyota Prius III

Burbank, IL

UnscoredInsufficient · 3
$4,357219,003 mi

Comparison: 3 similar vehicles

Burbank, IL

2006 Scion tC Base

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

2006 Scion tC Base

Burbank, IL

UnscoredInsufficient · 0
$4,995148,380 mi

Burbank, IL

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Burbank, IL

Unscored
$6,995169,701 mi

Comparison: 56 similar vehicles

Burbank, IL

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

Burbank, IL

Unscored
$6,995112,258 mi

Comparison: 6 similar vehicles

Burbank, IL

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Burbank, IL

Fair PriceLimited · 10
$6,995Mileage not verified

Market: $3,999 – $10,144

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Burbank, IL

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Burbank, IL

Unscored
$6,995147,788 mi

Comparison: 27 similar vehicles

Burbank, IL

2009 Hyundai Santa Fe SE

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

2009 Hyundai Santa Fe SE

Burbank, IL

UnscoredInsufficient · 0
$6,99587,973 mi

Burbank, IL

2015 GMC Terrain Denali

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

2015 GMC Terrain Denali

Burbank, IL

Unscored
$7,295151,401 mi

Comparison: 9 similar vehicles

Burbank, IL

2008 Porsche Cayenne GTS

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

2008 Porsche Cayenne GTS

Burbank, IL

UnscoredInsufficient · 0
$7,357188,516 mi

Burbank, IL

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Burbank, IL

Unscored
$7,995141,302 mi

Comparison: 5 similar vehicles

Burbank, IL

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Burbank, IL

Unscored
$7,99554,215 mi

Comparison: 6 similar vehicles

Burbank, IL

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Burbank, IL

Unscored
$7,995141,764 mi

Comparison: 24 similar vehicles

Burbank, IL

2021 Chevrolet Spark LS

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

2021 Chevrolet Spark LS

Burbank, IL

Unscored
$8,995108,782 mi

Comparison: 13 similar vehicles

Burbank, IL

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Burbank, IL

Fair PriceModerate · 33
$8,99594,216 mi

Market: $6,988 – $15,404

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Burbank, IL

2016 Chevrolet Cruze Premier

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

2016 Chevrolet Cruze Premier

Burbank, IL

Fair PriceLimited · 12
$8,99594,193 mi

Market: $3,908 – $10,750

Comparison: 12 similar vehicles

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

Burbank, IL

2012 Cadillac CTS Coupe Base

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

2012 Cadillac CTS Coupe Base

Burbank, IL

UnscoredInsufficient · 0
$8,995122,634 mi

Burbank, IL

2021 Kia Soul S

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

2021 Kia Soul S

Burbank, IL

Unscored
$10,995131,558 mi

Comparison: 5 similar vehicles

Burbank, IL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Burbank, IL

Fair PriceRobust · 61
$10,995109,823 mi

Market: $6,888 – $40,991

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Burbank, IL

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Burbank, IL

Unscored
$10,995132,771 mi

Comparison: 29 similar vehicles

Burbank, IL

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Burbank, IL

Unscored
$10,995204,396 mi

Comparison: 13 similar vehicles

Burbank, IL

2021 Hyundai Venue SE

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

2021 Hyundai Venue SE

Burbank, IL

UnscoredInsufficient · 4
$11,29581,017 mi

Comparison: 4 similar vehicles

Burbank, IL

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Burbank, IL

Fair PriceLimited · 14
$11,79572,228 mi

Market: $6,999 – $15,990

Comparison: 14 similar vehicles

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

Burbank, IL

2016 Chevrolet Malibu 2LZ Premier

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

2016 Chevrolet Malibu 2LZ Premier

Burbank, IL

Unscored
$11,995112,807 mi

Comparison: 8 similar vehicles

Burbank, IL

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

Burbank, IL

Fair PriceLimited · 19
$11,99594,877 mi

Market: $5,499 – $14,495

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Burbank, IL

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Burbank, IL

Unscored
$11,995122,622 mi

Comparison: 38 similar vehicles

Burbank, IL

2017 Toyota Camry XLE Hybrid

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

2017 Toyota Camry XLE Hybrid

Burbank, IL

Unscored
$12,357161,329 mi

Comparison: 7 similar vehicles

Burbank, IL

2016 Mercedes-Benz C-Class C300

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

2016 Mercedes-Benz C-Class C300

Burbank, IL

Fair PriceModerate · 27
$12,35790,581 mi

Market: $9,497 – $15,800

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Burbank, IL

2018 Chevrolet Impala 1LS

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

2018 Chevrolet Impala 1LS

Burbank, IL

UnscoredInsufficient · 4
$12,99589,947 mi

Comparison: 4 similar vehicles

Burbank, IL

2018 Jeep Compass Altitude

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

2018 Jeep Compass Altitude

Burbank, IL

Fair PriceModerate · 43
$12,995117,968 mi

Market: $6,500 – $17,084

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Burbank, IL

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Burbank, IL

Salvage title
$12,995118,740 mi

Burbank, IL

2017 INFINITI Q50 Premium

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

2017 INFINITI Q50 Premium

Burbank, IL

Salvage title
$12,995129,027 mi

Burbank, IL

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Burbank, IL

Unscored
$12,995163,125 mi

Comparison: 34 similar vehicles

Burbank, IL

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Burbank, IL

Unscored
$12,995103,767 mi

Comparison: 6 similar vehicles

Burbank, IL

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Burbank, IL

Fair PriceRobust · 52
$13,19596,359 mi

Market: $8,995 – $17,943

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Burbank, IL

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Burbank, IL

Fair PriceLimited · 10
$13,99537,852 mi

Market: $11,899 – $14,545

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Burbank, IL

2021 RAM Promaster City SLT

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

2021 RAM Promaster City SLT

Burbank, IL

UnscoredInsufficient · 4
$13,995101,580 mi

Comparison: 4 similar vehicles

Burbank, IL

2019 Dodge Durango SXT

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

2019 Dodge Durango SXT

Burbank, IL

UnscoredInsufficient · 3
$13,995132,467 mi

Comparison: 3 similar vehicles

Burbank, IL

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Burbank, IL

Unscored
$13,995129,851 mi

Comparison: 18 similar vehicles

Burbank, IL

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Burbank, IL

Fair PriceModerate · 36
$14,357113,054 mi

Market: $12,400 – $29,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Burbank, IL

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Burbank, IL

Unscored
$14,99558,537 mi

Comparison: 7 similar vehicles

Burbank, IL

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Burbank, IL

Unscored
$14,99545,183 mi

Comparison: 6 similar vehicles

Burbank, IL

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Burbank, IL

Unscored
$14,995120,382 mi

Comparison: 34 similar vehicles

Burbank, IL

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Burbank, IL

Unscored
$14,995113,953 mi

Comparison: 5 similar vehicles

Burbank, IL

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Burbank, IL

Fair PriceModerate · 48
$14,995105,231 mi

Market: $11,995 – $27,995

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Burbank, IL

2016 Cadillac CT6 Luxury

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

2016 Cadillac CT6 Luxury

Burbank, IL

UnscoredInsufficient · 0
$14,995124,081 mi

Burbank, IL

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Burbank, IL

Fair PriceLimited · 14
$14,99578,390 mi

Market: $11,250 – $16,734

Comparison: 14 similar vehicles

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

Burbank, IL

2008 Chevrolet TrailBlazer SS w/3SS

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

2008 Chevrolet TrailBlazer SS w/3SS

Burbank, IL

UnscoredInsufficient · 0
$14,995175,683 mi

Burbank, IL

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Burbank, IL

Unscored
$15,795142,110 mi

Comparison: 42 similar vehicles

Burbank, IL

2018 Toyota Camry XLE

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

2018 Toyota Camry XLE

Burbank, IL

Unscored
$15,795128,601 mi

Comparison: 5 similar vehicles

Burbank, IL

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Burbank, IL

Unscored
$15,99595,411 mi

Comparison: 8 similar vehicles

Burbank, IL

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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