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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

1,377 listings found

No Photo

2001 Toyota Sienna XLE

Marion, OH

UnscoredInsufficient · 0
$2,499Mileage not verified

Marion, OH

No Photo

1998 Oldsmobile 88 LS

Marion, OH

UnscoredInsufficient · 0
$2,500Mileage not verified

Marion, OH

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Marion, OH

Unscored
$2,999174,477 mi

Comparison: 24 similar vehicles

Marion, OH

2008 Ford Edge SE

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

2008 Ford Edge SE

Marion, OH

Unscored
$3,499201,788 mi

Comparison: 10 similar vehicles

Marion, OH

No Photo

2007 Ford Explorer XLT

Marion, OH

UnscoredInsufficient · 3
$3,499173,758 mi

Comparison: 3 similar vehicles

Marion, OH

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Marion, OH

Unscored
$3,499238,066 mi

Comparison: 18 similar vehicles

Marion, OH

2006 Honda Ridgeline RTS

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

2006 Honda Ridgeline RTS

Marion, OH

Unscored
$3,995224,421 mi

Comparison: 10 similar vehicles

Marion, OH

No Photo

2003 Mercury Sable GS

Marion, OH

UnscoredInsufficient · 0
$3,99978,235 mi

Marion, OH

No Photo

2010 Chevrolet Express Cargo Work Van

Marion, OH

Unscored
$4,499299,600 mi

Comparison: 7 similar vehicles

Marion, OH

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Marion, OH

Unscored
$4,995232,742 mi

Comparison: 10 similar vehicles

Marion, OH

No Photo

2010 Ford Edge SEL

Marion, OH

Unscored
$4,999206,475 mi

Comparison: 25 similar vehicles

Marion, OH

2006 Mazda MAZDA3 S

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

2006 Mazda MAZDA3 S

Marion, OH

UnscoredInsufficient · 0
$4,999164,800 mi

Marion, OH

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Marion, OH

Unscored
$5,175220,332 mi

Comparison: 32 similar vehicles

Marion, OH

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Marion, OH

Unscored
$5,499238,669 mi

Comparison: 66 similar vehicles

Marion, OH

No Photo

2015 Nissan Rogue Select S

Marion, OH

Unscored
$5,995206,750 mi

Comparison: 55 similar vehicles

Marion, OH

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Marion, OH

UnscoredInsufficient · 3
$5,995180,566 mi

Comparison: 3 similar vehicles

Marion, OH

No Photo

2013 Honda Accord EX-L

Marion, OH

Unscored
$5,999208,071 mi

Comparison: 51 similar vehicles

Marion, OH

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Marion, OH

Unscored
$6,383169,783 mi

Comparison: 9 similar vehicles

Marion, OH

2012 Honda Civic LX

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

2012 Honda Civic LX

Marion, OH

Unscored
$6,465182,349 mi

Comparison: 7 similar vehicles

Marion, OH

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Marion, OH

Fair PriceRobust · 164
$6,99985,000 mi

Market: $2,644 – $12,999

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Marion, OH

No Photo

2015 Audi Q5 Premium

Marion, OH

Unscored
$7,999145,828 mi

Comparison: 7 similar vehicles

Marion, OH

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Marion, OH

Unscored
$8,450153,431 mi

Comparison: 5 similar vehicles

Marion, OH

No Photo

2015 Chevrolet Equinox 2LT

Marion, OH

Fair PriceRobust · 55
$8,499116,246 mi

Market: $3,895 – $17,995

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Marion, OH

2010 Acura TSX Technology Package

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

2010 Acura TSX Technology Package

Marion, OH

UnscoredInsufficient · 0
$8,750185,972 mi

Marion, OH

No Photo

2019 Ford Escape S

Marion, OH

Unscored
$8,990153,424 mi

Comparison: 21 similar vehicles

Marion, OH

No Photo

2016 Buick Encore Base

Marion, OH

Fair PriceRobust · 113
$8,990118,351 mi

Market: $3,495 – $15,800

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Marion, OH

No Photo

2014 Ford Escape S

Marion, OH

Fair PriceModerate · 29
$8,99098,029 mi

Market: $2,995 – $10,277

Comparison: 29 similar vehicles

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

Marion, OH

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Marion, OH

Unscored
$8,999157,090 mi

Comparison: 8 similar vehicles

Marion, OH

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Marion, OH

Unscored
$9,451235,210 mi

Comparison: 25 similar vehicles

Marion, OH

2016 Chrysler 300 C

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

2016 Chrysler 300 C

Marion, OH

Unscored
$9,500178,012 mi

Comparison: 21 similar vehicles

Marion, OH

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Marion, OH

Unscored
$9,525102,415 mi

Comparison: 7 similar vehicles

Marion, OH

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Marion, OH

Unscored
$9,740132,872 mi

Comparison: 8 similar vehicles

Marion, OH

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Marion, OH

Unscored
$9,990125,359 mi

Comparison: 244 similar vehicles

Marion, OH

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Marion, OH

Fair PriceRobust · 54
$9,990100,069 mi

Market: $3,700 – $11,695

Comparison: 54 similar vehicles

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

Marion, OH

No Photo

2014 Dodge Durango SXT

Marion, OH

Unscored
$9,990141,429 mi

Comparison: 11 similar vehicles

Marion, OH

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Marion, OH

Fair PriceRobust · 182
$9,995112,810 mi

Market: $6,948 – $19,990

Comparison: 182 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Marion, OH

2014 Honda Pilot Touring

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

2014 Honda Pilot Touring

Marion, OH

Unscored
$10,500209,492 mi

Comparison: 15 similar vehicles

Marion, OH

2014 Kia Optima LX

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

2014 Kia Optima LX

Marion, OH

Unscored
$10,740113,342 mi

Comparison: 8 similar vehicles

Marion, OH

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Marion, OH

UnscoredInsufficient · 3
$10,750118,725 mi

Comparison: 3 similar vehicles

Marion, OH

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Marion, OH

Unscored
$10,900134,831 mi

Comparison: 15 similar vehicles

Marion, OH

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Marion, OH

Unscored
$10,990155,779 mi

Comparison: 11 similar vehicles

Marion, OH

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Marion, OH

Unscored
$10,990129,439 mi

Comparison: 71 similar vehicles

Marion, OH

2018 Honda Accord LX

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

2018 Honda Accord LX

Marion, OH

Unscored
$10,995144,721 mi

Comparison: 13 similar vehicles

Marion, OH

2018 Jeep Compass Altitude

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

2018 Jeep Compass Altitude

Marion, OH

Fair PriceRobust · 56
$10,99981,000 mi

Market: $6,500 – $16,804

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Marion, OH

2014 Honda Pilot EX-L

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

2014 Honda Pilot EX-L

Marion, OH

Unscored
$10,999141,733 mi

Comparison: 37 similar vehicles

Marion, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Marion, OH

Unscored
$11,240102,568 mi

Comparison: 7 similar vehicles

Marion, OH

2019 Toyota Yaris LE

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

2019 Toyota Yaris LE

Marion, OH

Unscored
$11,409124,135 mi

Comparison: 11 similar vehicles

Marion, OH

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Marion, OH

Fair PriceLimited · 10
$11,49985,123 mi

Market: $11,022 – $11,768

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Marion, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Marion, OH

Unscored
$11,50099,437 mi

Comparison: 7 similar vehicles

Marion, OH

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Marion, OH

Unscored
$11,685113,482 mi

Comparison: 6 similar vehicles

Marion, OH

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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