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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 31, 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

700 listings found

1992 Chevrolet GMT400

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

1992 Chevrolet GMT400

Troy, MO

UnscoredInsufficient · 0
$2,500208,050 mi

Troy, MO

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Troy, MO

UnscoredInsufficient · 0
$2,995219,177 mi

Troy, MO

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Troy, MO

UnscoredInsufficient · 3
$3,995Mileage not verified

Comparison: 3 similar vehicles

Troy, MO

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Troy, MO

UnscoredInsufficient · 0
$4,495165,911 mi

Troy, MO

2013 Chevrolet Captiva Sport LTZ

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

2013 Chevrolet Captiva Sport LTZ

Troy, MO

Unscored
$5,995195,587 mi

Comparison: 13 similar vehicles

Troy, MO

2009 Chevrolet Equinox Sport

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

2009 Chevrolet Equinox Sport

Troy, MO

UnscoredInsufficient · 0
$5,995162,245 mi

Troy, MO

2008 Chevrolet Equinox Sport

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

2008 Chevrolet Equinox Sport

Troy, MO

UnscoredInsufficient · 0
$5,995163,494 mi

Troy, MO

2005 Dodge Durango Limited

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

2005 Dodge Durango Limited

Troy, MO

UnscoredInsufficient · 0
$5,995192,000 mi

Troy, MO

2008 Acura TSX Base

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

2008 Acura TSX Base

Troy, MO

UnscoredInsufficient · 0
$6,495135,551 mi

Troy, MO

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Troy, MO

Unscored
$7,995120,801 mi

Comparison: 11 similar vehicles

Troy, MO

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Troy, MO

UnscoredInsufficient · 0
$7,995147,388 mi

Troy, MO

1988 Chevrolet Corvette

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

1988 Chevrolet Corvette

Troy, MO

UnscoredInsufficient · 0
$7,99559,899 mi

Troy, MO

2014 Ford Escape SE

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

2014 Ford Escape SE

Troy, MO

Unscored
$8,90087,239 mi

Comparison: 8 similar vehicles

Troy, MO

2012 Toyota Prius v Five

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

2012 Toyota Prius v Five

Troy, MO

Unscored
$8,988126,972 mi

Comparison: 8 similar vehicles

Troy, MO

2011 INFINITI G Sedan 25x

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

2011 INFINITI G Sedan 25x

Troy, MO

UnscoredInsufficient · 0
$8,98878,194 mi

Troy, MO

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Troy, MO

Unscored
$8,995113,063 mi

Comparison: 6 similar vehicles

Troy, MO

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Troy, MO

Unscored
$9,995109,348 mi

Comparison: 7 similar vehicles

Troy, MO

2006 Dodge Ram 1500 Pickup ST

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

2006 Dodge Ram 1500 Pickup ST

Troy, MO

UnscoredInsufficient · 3
$9,995174,398 mi

Comparison: 3 similar vehicles

Troy, MO

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Troy, MO

UnscoredInsufficient · 4
$10,000115,903 mi

Comparison: 4 similar vehicles

Troy, MO

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Troy, MO

Unscored
$10,000111,393 mi

Comparison: 8 similar vehicles

Troy, MO

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Troy, MO

Fair PriceLimited · 12
$10,00060,311 mi

Market: $5,500 – $10,950

Comparison: 12 similar vehicles

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

Troy, MO

2016 Ford Fusion Hybrid S

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

2016 Ford Fusion Hybrid S

Troy, MO

UnscoredInsufficient · 0
$10,50065,530 mi

Troy, MO

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Troy, MO

Unscored
$10,50062,836 mi

Comparison: 6 similar vehicles

Troy, MO

2013 Ford Edge SE

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

2013 Ford Edge SE

Troy, MO

UnscoredInsufficient · 3
$10,50067,850 mi

Comparison: 3 similar vehicles

Troy, MO

2017 Ford Taurus SE

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

2017 Ford Taurus SE

Troy, MO

UnscoredInsufficient · 0
$10,99092,265 mi

Troy, MO

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Troy, MO

UnscoredInsufficient · 4
$11,00065,962 mi

Comparison: 4 similar vehicles

Troy, MO

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Troy, MO

Fair PriceLimited · 13
$11,00094,105 mi

Market: $6,500 – $13,505

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Troy, MO

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Troy, MO

UnscoredInsufficient · 0
$11,000101,661 mi

Troy, MO

2013 Ford Fusion SE Hybrid

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

2013 Ford Fusion SE Hybrid

Troy, MO

Unscored
$11,00060,685 mi

Comparison: 5 similar vehicles

Troy, MO

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Troy, MO

UnscoredInsufficient · 0
$11,50049,893 mi

Troy, MO

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Troy, MO

UnscoredInsufficient · 3
$11,55068,602 mi

Comparison: 3 similar vehicles

Troy, MO

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Troy, MO

Fair PriceLimited · 10
$11,900107,162 mi

Market: $9,500 – $15,190

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Troy, MO

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Troy, MO

Fair PriceModerate · 40
$12,00074,674 mi

Market: $4,500 – $16,372

Comparison: 40 similar vehicles

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

Troy, MO

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Troy, MO

Unscored
$12,00078,483 mi

Comparison: 7 similar vehicles

Troy, MO

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Troy, MO

UnscoredInsufficient · 0
$12,00042,555 mi

Troy, MO

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Troy, MO

UnscoredInsufficient · 0
$12,00055,959 mi

Troy, MO

2007 Honda Accord LX

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

2007 Honda Accord LX

Troy, MO

UnscoredInsufficient · 0
$12,00038,198 mi

Troy, MO

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Troy, MO

OverpricedModerate · 30
$12,50069,166 mi

Market: $6,900 – $11,500

Comparison: 30 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Troy, MO

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Troy, MO

Fair PriceModerate · 33
$12,55076,801 mi

Market: $6,799 – $13,599

Comparison: 33 similar vehicles

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

Troy, MO

2016 Hyundai Sonata Limited

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

2016 Hyundai Sonata Limited

Troy, MO

Unscored
$13,00073,575 mi

Comparison: 5 similar vehicles

Troy, MO

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Troy, MO

UnscoredInsufficient · 4
$13,00075,502 mi

Comparison: 4 similar vehicles

Troy, MO

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Troy, MO

OverpricedLimited · 17
$13,00074,616 mi

Market: $8,999 – $11,060

Comparison: 17 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Troy, MO

2008 Lincoln Navigator Luxury

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

2008 Lincoln Navigator Luxury

Troy, MO

UnscoredInsufficient · 0
$13,00070,880 mi

Troy, MO

2013 Honda Accord LX

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

2013 Honda Accord LX

Troy, MO

Unscored
$13,28869,072 mi

Comparison: 5 similar vehicles

Troy, MO

2016 Ford Fusion Energi Titanium

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

2016 Ford Fusion Energi Titanium

Troy, MO

UnscoredInsufficient · 0
$13,50065,895 mi

Troy, MO

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Troy, MO

UnscoredInsufficient · 0
$13,50046,150 mi

Troy, MO

2019 Nissan Leaf SV Plus

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

2019 Nissan Leaf SV Plus

Troy, MO

UnscoredInsufficient · 0
$13,55042,429 mi

Troy, MO

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Troy, MO

Unscored
$14,00057,649 mi

Comparison: 8 similar vehicles

Troy, MO

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Troy, MO

Unscored
$14,00073,884 mi

Comparison: 7 similar vehicles

Troy, 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

Troy, MO

UnscoredInsufficient · 0
$14,50049,923 mi

Troy, MO

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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