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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 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

778 listings found

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Richmond, IN

Unscored
$4,500162,706 mi

Comparison: 8 similar vehicles

Richmond, IN

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Richmond, IN

Unscored
$5,995163,978 mi

Comparison: 12 similar vehicles

Richmond, IN

2014 Ford Escape SE

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

2014 Ford Escape SE

Richmond, IN

Unscored
$6,295171,017 mi

Comparison: 7 similar vehicles

Richmond, IN

2012 Jeep Liberty Latitude

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

2012 Jeep Liberty Latitude

Richmond, IN

UnscoredInsufficient · 0
$6,495149,376 mi

Richmond, IN

2009 GMC Envoy SLE

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

2009 GMC Envoy SLE

Richmond, IN

UnscoredInsufficient · 0
$6,495136,905 mi

Richmond, IN

2012 Chevrolet Captiva Sport LT

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

2012 Chevrolet Captiva Sport LT

Richmond, IN

UnscoredInsufficient · 3
$6,500178,351 mi

Comparison: 3 similar vehicles

Richmond, IN

2010 Pontiac Vibe Base

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

2010 Pontiac Vibe Base

Richmond, IN

UnscoredInsufficient · 0
$6,500144,083 mi

Richmond, IN

2009 Toyota Matrix Base

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

2009 Toyota Matrix Base

Richmond, IN

Unscored
$7,000162,042 mi

Comparison: 12 similar vehicles

Richmond, IN

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Richmond, IN

Unscored
$7,500232,554 mi

Comparison: 46 similar vehicles

Richmond, IN

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Richmond, IN

Unscored
$7,995139,079 mi

Comparison: 5 similar vehicles

Richmond, IN

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Richmond, IN

Unscored
$9,49990,081 mi

Comparison: 7 similar vehicles

Richmond, IN

2015 Lexus RX 350

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

2015 Lexus RX 350

Richmond, IN

Unscored
$9,590209,701 mi

Comparison: 112 similar vehicles

Richmond, IN

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Richmond, IN

UnscoredInsufficient · 3
$9,990168,408 mi

Comparison: 3 similar vehicles

Richmond, IN

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Richmond, IN

Unscored
$9,990159,000 mi

Comparison: 9 similar vehicles

Richmond, IN

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Richmond, IN

Unscored
$9,990231,255 mi

Comparison: 22 similar vehicles

Richmond, IN

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Richmond, IN

UnscoredInsufficient · 3
$9,995126,382 mi

Comparison: 3 similar vehicles

Richmond, IN

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Richmond, IN

UnscoredInsufficient · 4
$9,995142,585 mi

Comparison: 4 similar vehicles

Richmond, IN

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Richmond, IN

Fair PriceLimited · 12
$9,995108,384 mi

Market: $6,900 – $11,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Richmond, IN

2010 Ford Expedition Eddie Bauer

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

2010 Ford Expedition Eddie Bauer

Richmond, IN

UnscoredInsufficient · 3
$9,995181,471 mi

Comparison: 3 similar vehicles

Richmond, IN

2008 Dodge Ram 2500 Pickup SLT

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

2008 Dodge Ram 2500 Pickup SLT

Richmond, IN

Unscored
$9,999147,231 mi

Comparison: 5 similar vehicles

Richmond, IN

2016 Kia Soul +

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

2016 Kia Soul +

Richmond, IN

Fair PriceRobust · 58
$10,39870,815 mi

Market: $4,600 – $16,588

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Richmond, IN

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Richmond, IN

Unscored
$10,500176,068 mi

Comparison: 28 similar vehicles

Richmond, IN

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Richmond, IN

Fair PriceRobust · 77
$10,559108,292 mi

Market: $3,800 – $16,795

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Richmond, IN

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Richmond, IN

Fair PriceLimited · 15
$10,822113,934 mi

Market: $7,995 – $14,000

Comparison: 15 similar vehicles

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

Richmond, IN

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Richmond, IN

Fair PriceLimited · 14
$10,90085,000 mi

Market: $7,988 – $13,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Richmond, IN

2006 Jeep Wrangler X

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

2006 Jeep Wrangler X

Richmond, IN

UnscoredInsufficient · 0
$10,900148,711 mi

Richmond, IN

2016 Toyota RAV4 XLE

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

2016 Toyota RAV4 XLE

Richmond, IN

Unscored
$10,950170,844 mi

Comparison: 62 similar vehicles

Richmond, IN

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Richmond, IN

UnscoredInsufficient · 3
$10,950176,703 mi

Comparison: 3 similar vehicles

Richmond, IN

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Richmond, IN

Unscored
$10,990122,863 mi

Comparison: 8 similar vehicles

Richmond, IN

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Richmond, IN

Fair PriceRobust · 69
$10,99077,796 mi

Market: $3,995 – $17,388

Comparison: 69 similar vehicles

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

Richmond, IN

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Richmond, IN

UnscoredInsufficient · 3
$10,990188,476 mi

Comparison: 3 similar vehicles

Richmond, IN

2020 Kia Soul LX

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

2020 Kia Soul LX

Richmond, IN

UnscoredInsufficient · 3
$11,10684,872 mi

Comparison: 3 similar vehicles

Richmond, IN

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Richmond, IN

Fair PriceModerate · 38
$11,900113,115 mi

Market: $3,800 – $15,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Richmond, IN

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Richmond, IN

Unscored
$11,990170,028 mi

Comparison: 22 similar vehicles

Richmond, IN

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Richmond, IN

Unscored
$11,995126,300 mi

Comparison: 66 similar vehicles

Richmond, IN

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Richmond, IN

Fair PriceModerate · 49
$11,995118,026 mi

Market: $7,500 – $19,495

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Richmond, IN

2017 Buick Verano 1SH

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

2017 Buick Verano 1SH

Richmond, IN

Fair PriceLimited · 10
$11,99978,301 mi

Market: $9,393 – $12,990

Comparison: 10 similar vehicles

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

Richmond, IN

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Richmond, IN

Unscored
$12,000157,324 mi

Comparison: 45 similar vehicles

Richmond, IN

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Richmond, IN

Fair PriceRobust · 52
$12,490105,921 mi

Market: $6,995 – $18,095

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Richmond, IN

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Richmond, IN

Unscored
$12,50098,485 mi

Comparison: 7 similar vehicles

Richmond, IN

2017 Jeep All-New Compass Limited

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

2017 Jeep All-New Compass Limited

Richmond, IN

Fair PriceLimited · 14
$12,95095,757 mi

Market: $9,350 – $17,160

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Richmond, IN

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Richmond, IN

Fair PriceRobust · 100
$12,99591,458 mi

Market: $9,994 – $17,995

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Richmond, IN

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Richmond, IN

Fair PriceRobust · 85
$12,99584,789 mi

Market: $6,595 – $18,895

Comparison: 85 similar vehicles

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

Richmond, IN

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Richmond, IN

UnscoredInsufficient · 4
$12,995Mileage not verified

Comparison: 4 similar vehicles

Richmond, IN

2018 Chrysler Pacifica Touring L Plus

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

2018 Chrysler Pacifica Touring L Plus

Richmond, IN

Unscored
$12,999141,366 mi

Comparison: 115 similar vehicles

Richmond, IN

2016 Ford Escape SE

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

2016 Ford Escape SE

Richmond, IN

Unscored
$13,04951,550 mi

Comparison: 9 similar vehicles

Richmond, IN

2020 Nissan Sentra SV

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

2020 Nissan Sentra SV

Richmond, IN

Fair PriceRobust · 55
$13,56378,922 mi

Market: $5,999 – $18,295

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Richmond, IN

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Richmond, IN

Unscored
$13,660154,545 mi

Comparison: 66 similar vehicles

Richmond, IN

2018 Honda Civic Hatchback Sport

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

2018 Honda Civic Hatchback Sport

Richmond, IN

Unscored
$13,950146,798 mi

Comparison: 29 similar vehicles

Richmond, IN

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Richmond, IN

UnscoredInsufficient · 3
$13,990163,567 mi

Comparison: 3 similar vehicles

Richmond, IN

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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