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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

273 listings found

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Union, MO

Unscored
$3,250168,997 mi

Comparison: 8 similar vehicles

Union, MO

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Union, MO

UnscoredInsufficient · 0
$4,500203,832 mi

Union, MO

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Union, MO

UnscoredInsufficient · 4
$4,995225,688 mi

Comparison: 4 similar vehicles

Union, MO

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Union, MO

UnscoredInsufficient · 4
$5,295218,254 mi

Comparison: 4 similar vehicles

Union, MO

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Union, MO

UnscoredInsufficient · 0
$5,995183,155 mi

Union, MO

2014 Honda Ridgeline Sport

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

2014 Honda Ridgeline Sport

Union, MO

UnscoredInsufficient · 0
$5,995323,622 mi

Union, MO

2007 Volvo S80 3.2

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

2007 Volvo S80 3.2

Union, MO

UnscoredInsufficient · 0
$5,995117,075 mi

Union, MO

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Union, MO

UnscoredInsufficient · 4
$7,495230,503 mi

Comparison: 4 similar vehicles

Union, MO

2004 Dodge Ram 1500 Pickup Laramie

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

2004 Dodge Ram 1500 Pickup Laramie

Union, MO

UnscoredInsufficient · 0
$7,600241,852 mi

Union, MO

2016 Buick LaCrosse Leather

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

2016 Buick LaCrosse Leather

Union, MO

UnscoredInsufficient · 4
$7,700Mileage not verified

Comparison: 4 similar vehicles

Union, MO

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Union, MO

Fair PriceLimited · 12
$7,700Mileage not verified

Market: $5,200 – $8,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Union, MO

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Union, MO

UnscoredInsufficient · 3
$7,80083,570 mi

Comparison: 3 similar vehicles

Union, MO

2005 Jeep Wrangler Rubicon

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

2005 Jeep Wrangler Rubicon

Union, MO

UnscoredInsufficient · 0
$7,800Mileage not verified

Union, MO

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Union, MO

Unscored
$8,511112,451 mi

Comparison: 9 similar vehicles

Union, MO

2015 Chevrolet Colorado Z71

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

2015 Chevrolet Colorado Z71

Union, MO

Unscored
$10,995194,609 mi

Comparison: 8 similar vehicles

Union, MO

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Union, MO

Unscored
$11,995138,061 mi

Comparison: 15 similar vehicles

Union, MO

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Union, MO

Unscored
$11,995275,751 mi

Comparison: 20 similar vehicles

Union, MO

2013 Lexus GX Base

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

2013 Lexus GX Base

Union, MO

Unscored
$11,995279,660 mi

Comparison: 5 similar vehicles

Union, MO

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Union, MO

Unscored
$12,995162,335 mi

Comparison: 14 similar vehicles

Union, MO

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Union, MO

Unscored
$12,995140,012 mi

Comparison: 8 similar vehicles

Union, MO

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Union, MO

Unscored
$12,995214,891 mi

Comparison: 23 similar vehicles

Union, MO

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Union, MO

OverpricedLimited · 17
$13,911106,985 mi

Market: $8,495 – $12,988

Comparison: 17 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Union, MO

2019 Jeep Grand Cherokee Limited X

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

2019 Jeep Grand Cherokee Limited X

Union, MO

Unscored
$13,995155,385 mi

Comparison: 23 similar vehicles

Union, MO

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Union, MO

Unscored
$13,995166,196 mi

Comparison: 23 similar vehicles

Union, MO

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

Union, MO

Unscored
$14,411115,762 mi

Comparison: 7 similar vehicles

Union, MO

2022 Ford Escape S

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

2022 Ford Escape S

Union, MO

Fair PriceLimited · 10
$14,492105,798 mi

Market: $11,434 – $15,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Union, MO

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Union, MO

Fair PriceRobust · 67
$14,51184,047 mi

Market: $7,995 – $16,599

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Union, MO

2019 GMC Acadia SLE-2

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

2019 GMC Acadia SLE-2

Union, MO

UnscoredInsufficient · 4
$14,911103,546 mi

Comparison: 4 similar vehicles

Union, MO

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Union, MO

Unscored
$15,450167,650 mi

Comparison: 48 similar vehicles

Union, MO

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Union, MO

UnscoredInsufficient · 4
$15,99566,601 mi

Comparison: 4 similar vehicles

Union, MO

2021 Jeep Compass Latitude

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

2021 Jeep Compass Latitude

Union, MO

Unscored
$16,47078,575 mi

Comparison: 8 similar vehicles

Union, MO

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Union, MO

Fair PriceLimited · 11
$16,70078,512 mi

Market: $15,277 – $18,299

Comparison: 11 similar vehicles

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

Union, MO

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Union, MO

Unscored
$17,495187,011 mi

Comparison: 27 similar vehicles

Union, MO

2019 Acura RDX Technology Package

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

2019 Acura RDX Technology Package

Union, MO

Unscored
$17,800130,538 mi

Comparison: 25 similar vehicles

Union, MO

2019 BMW X3 30i

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

2019 BMW X3 30i

Union, MO

Unscored
$17,84596,845 mi

Comparison: 7 similar vehicles

Union, MO

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Union, MO

Fair PriceModerate · 23
$18,41162,411 mi

Market: $15,594 – $19,999

Comparison: 23 similar vehicles

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

Union, MO

2017 BMW 2 Series M240i

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

2017 BMW 2 Series M240i

Union, MO

UnscoredInsufficient · 0
$18,51196,228 mi

Union, MO

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Union, MO

Unscored
$18,99577,438 mi

Comparison: 9 similar vehicles

Union, MO

2022 Toyota Camry LE

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

2022 Toyota Camry LE

Union, MO

Unscored
$18,995127,640 mi

Comparison: 8 similar vehicles

Union, MO

2021 Dodge Durango GT Plus

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

2021 Dodge Durango GT Plus

Union, MO

Unscored
$18,995134,450 mi

Comparison: 8 similar vehicles

Union, MO

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Union, MO

Unscored
$18,99583,414 mi

Comparison: 8 similar vehicles

Union, MO

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Union, MO

UnscoredInsufficient · 3
$18,995137,187 mi

Comparison: 3 similar vehicles

Union, MO

2021 Chevrolet Equinox Premier

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

2021 Chevrolet Equinox Premier

Union, MO

Fair PriceLimited · 10
$19,41163,370 mi

Market: $16,000 – $19,872

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Union, MO

2012 Ford F-550

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

2012 Ford F-550

Union, MO

UnscoredInsufficient · 0
$19,50081,120 mi

Union, MO

2023 Ford Escape Active

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

2023 Ford Escape Active

Union, MO

Unscored
$19,91173,072 mi

Comparison: 6 similar vehicles

Union, MO

2013 Chevrolet Silverado 2500HD Work Truck

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

2013 Chevrolet Silverado 2500HD Work Truck

Union, MO

UnscoredInsufficient · 3
$19,91187,484 mi

Comparison: 3 similar vehicles

Union, MO

2023 Chevrolet TrailBlazer Activ

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

2023 Chevrolet TrailBlazer Activ

Union, MO

UnscoredInsufficient · 0
$20,51134,302 mi

Union, MO

2023 Ford Escape Active

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

2023 Ford Escape Active

Union, MO

Fair PriceLimited · 18
$20,91129,887 mi

Market: $19,990 – $27,094

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Union, MO

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Union, MO

Unscored
$20,91121,028 mi

Comparison: 7 similar vehicles

Union, MO

2023 Hyundai Elantra Limited

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

2023 Hyundai Elantra Limited

Union, MO

UnscoredInsufficient · 0
$20,91135,926 mi

Union, MO

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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