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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

1,505 listings found

1995 Toyota T100

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

1995 Toyota T100

Broomfield, CO

UnscoredInsufficient · 0
$3,988257,500 mi

Broomfield, CO

2002 Chevrolet Silverado 2500HD base

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

2002 Chevrolet Silverado 2500HD base

Broomfield, CO

UnscoredInsufficient · 0
$4,988248,792 mi

Broomfield, CO

2013 Nissan Xterra S

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

2013 Nissan Xterra S

Broomfield, CO

Salvage title
$5,300166,283 mi

Broomfield, CO

2003 Cadillac CTS Base

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

2003 Cadillac CTS Base

Broomfield, CO

UnscoredInsufficient · 0
$6,80078,382 mi

Broomfield, CO

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Broomfield, CO

UnscoredInsufficient · 0
$6,988184,961 mi

Broomfield, CO

2015 MINI Cooper S

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

2015 MINI Cooper S

Broomfield, CO

UnscoredInsufficient · 0
$6,988110,744 mi

Broomfield, CO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Broomfield, CO

Unscored
$7,399101,034 mi

Comparison: 6 similar vehicles

Broomfield, CO

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Broomfield, CO

UnscoredInsufficient · 0
$7,800125,152 mi

Broomfield, CO

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Broomfield, CO

UnscoredInsufficient · 0
$7,950118,758 mi

Broomfield, CO

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Broomfield, CO

Unscored
$7,988114,188 mi

Comparison: 6 similar vehicles

Broomfield, CO

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Broomfield, CO

UnscoredInsufficient · 4
$8,200144,616 mi

Comparison: 4 similar vehicles

Broomfield, CO

2016 Nissan LEAF SV

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

2016 Nissan LEAF SV

Broomfield, CO

Unscored
$8,50054,772 mi

Comparison: 13 similar vehicles

Broomfield, CO

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Broomfield, CO

Unscored
$8,800116,634 mi

Comparison: 6 similar vehicles

Broomfield, CO

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Broomfield, CO

Unscored
$8,800130,966 mi

Comparison: 8 similar vehicles

Broomfield, CO

2014 Ford Edge Sport

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

2014 Ford Edge Sport

Broomfield, CO

UnscoredInsufficient · 0
$8,800157,166 mi

Broomfield, CO

2008 Mazda CX-9 Grand Touring AWD

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

2008 Mazda CX-9 Grand Touring AWD

Broomfield, CO

UnscoredInsufficient · 0
$8,80096,928 mi

Broomfield, CO

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Broomfield, CO

Unscored
$9,300169,533 mi

Comparison: 25 similar vehicles

Broomfield, CO

2006 Subaru Forester X

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

2006 Subaru Forester X

Broomfield, CO

Unscored
$9,30087,443 mi

Comparison: 7 similar vehicles

Broomfield, CO

2020 Subaru Impreza Base

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

2020 Subaru Impreza Base

Broomfield, CO

Salvage title
$9,80074,083 mi

Broomfield, CO

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Broomfield, CO

UnscoredInsufficient · 3
$9,800106,280 mi

Comparison: 3 similar vehicles

Broomfield, CO

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Broomfield, CO

UnscoredInsufficient · 0
$9,95073,097 mi

Broomfield, CO

2002 Lexus RX 300

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

2002 Lexus RX 300

Broomfield, CO

UnscoredInsufficient · 0
$9,950112,890 mi

Broomfield, CO

2018 Dodge Journey SXT

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

2018 Dodge Journey SXT

Broomfield, CO

UnscoredInsufficient · 4
$9,988119,582 mi

Comparison: 4 similar vehicles

Broomfield, CO

2005 Subaru Baja Turbo

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

2005 Subaru Baja Turbo

Broomfield, CO

UnscoredInsufficient · 0
$9,988123,741 mi

Broomfield, CO

2016 Kia Optima LX

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

2016 Kia Optima LX

Broomfield, CO

UnscoredInsufficient · 4
$10,48776,784 mi

Comparison: 4 similar vehicles

Broomfield, CO

2015 Lincoln MKZ Base

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

2015 Lincoln MKZ Base

Broomfield, CO

UnscoredInsufficient · 4
$10,488114,536 mi

Comparison: 4 similar vehicles

Broomfield, CO

2004 Mercedes-Benz E-Class E320

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

2004 Mercedes-Benz E-Class E320

Broomfield, CO

UnscoredInsufficient · 3
$10,500104,815 mi

Comparison: 3 similar vehicles

Broomfield, CO

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Broomfield, CO

Unscored
$10,591201,069 mi

Comparison: 41 similar vehicles

Broomfield, CO

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Broomfield, CO

Unscored
$10,800163,201 mi

Comparison: 39 similar vehicles

Broomfield, CO

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Broomfield, CO

Unscored
$10,800165,655 mi

Comparison: 9 similar vehicles

Broomfield, CO

2016 Subaru Forester i

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

2016 Subaru Forester i

Broomfield, CO

OverpricedLimited · 10
$10,800133,569 mi

Market: $5,900 – $8,997

Comparison: 10 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Broomfield, CO

2008 Cadillac Escalade Base

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

2008 Cadillac Escalade Base

Broomfield, CO

UnscoredInsufficient · 0
$10,988111,734 mi

Broomfield, CO

2014 Chevrolet Malibu 1LT

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

2014 Chevrolet Malibu 1LT

Broomfield, CO

UnscoredInsufficient · 3
$11,10999,790 mi

Comparison: 3 similar vehicles

Broomfield, CO

2018 Subaru Crosstrek Limited

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

2018 Subaru Crosstrek Limited

Broomfield, CO

Unscored
$11,300164,231 mi

Comparison: 11 similar vehicles

Broomfield, CO

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Broomfield, CO

Fair PriceModerate · 36
$11,300118,592 mi

Market: $5,398 – $17,499

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Broomfield, CO

2015 Subaru Forester XT Premium

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

2015 Subaru Forester XT Premium

Broomfield, CO

Fair PriceModerate · 31
$11,300117,386 mi

Market: $7,995 – $15,391

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Broomfield, CO

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Broomfield, CO

Unscored
$11,800155,275 mi

Comparison: 6 similar vehicles

Broomfield, CO

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Broomfield, CO

Unscored
$11,800127,153 mi

Comparison: 14 similar vehicles

Broomfield, CO

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Broomfield, CO

Unscored
$11,800157,305 mi

Comparison: 35 similar vehicles

Broomfield, CO

2015 Ford Expedition Platinum

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

2015 Ford Expedition Platinum

Broomfield, CO

UnscoredInsufficient · 0
$11,800167,149 mi

Broomfield, CO

2015 Subaru Forester XT Touring

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

2015 Subaru Forester XT Touring

Broomfield, CO

Fair PriceModerate · 35
$11,800119,626 mi

Market: $5,991 – $12,099

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Broomfield, CO

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Broomfield, CO

Unscored
$11,800129,602 mi

Comparison: 19 similar vehicles

Broomfield, CO

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Broomfield, CO

UnscoredInsufficient · 0
$11,800117,417 mi

Broomfield, CO

2019 Ford Transit Connect XL

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

2019 Ford Transit Connect XL

Broomfield, CO

UnscoredInsufficient · 4
$11,988110,284 mi

Comparison: 4 similar vehicles

Broomfield, CO

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Broomfield, CO

Fair PriceModerate · 21
$11,988114,776 mi

Market: $7,950 – $15,794

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Broomfield, CO

2012 Ford F-250 Super Duty Lariat

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

2012 Ford F-250 Super Duty Lariat

Broomfield, CO

Unscored
$11,988286,603 mi

Comparison: 14 similar vehicles

Broomfield, CO

2015 Audi Q5 Premium Plus

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

2015 Audi Q5 Premium Plus

Broomfield, CO

Fair PriceModerate · 21
$12,30086,722 mi

Market: $8,000 – $12,599

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Broomfield, CO

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Broomfield, CO

Fair PriceModerate · 25
$12,583108,546 mi

Market: $9,199 – $14,595

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Broomfield, CO

2022 Subaru Outback Base

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

2022 Subaru Outback Base

Broomfield, CO

UnscoredInsufficient · 0
$12,800166,248 mi

Broomfield, CO

2021 Subaru Forester Premium

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

2021 Subaru Forester Premium

Broomfield, CO

Unscored
$12,800183,734 mi

Comparison: 23 similar vehicles

Broomfield, CO

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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