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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

360 listings found

2002 Chrysler Sebring LXI

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

2002 Chrysler Sebring LXI

Celina, OH

UnscoredInsufficient · 0
$3,90066,829 mi

Celina, OH

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Celina, OH

Unscored
$4,995204,868 mi

Comparison: 7 similar vehicles

Celina, OH

2013 Volkswagen Jetta S

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

2013 Volkswagen Jetta S

Celina, OH

Unscored
$4,997200,480 mi

Comparison: 13 similar vehicles

Celina, OH

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Celina, OH

Unscored
$6,000180,124 mi

Comparison: 85 similar vehicles

Celina, OH

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Celina, OH

Unscored
$6,495164,556 mi

Comparison: 8 similar vehicles

Celina, OH

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Celina, OH

Unscored
$6,500214,950 mi

Comparison: 6 similar vehicles

Celina, OH

2016 Ford Escape SE

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

2016 Ford Escape SE

Celina, OH

Unscored
$6,995130,266 mi

Comparison: 279 similar vehicles

Celina, OH

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

Celina, OH

Fair PriceLimited · 11
$7,500Mileage not verified

Market: $2,995 – $9,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Celina, OH

2016 Dodge Durango Limited

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

2016 Dodge Durango Limited

Celina, OH

Unscored
$7,898221,183 mi

Comparison: 17 similar vehicles

Celina, OH

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Celina, OH

UnscoredInsufficient · 3
$8,500134,606 mi

Comparison: 3 similar vehicles

Celina, OH

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Celina, OH

UnscoredInsufficient · 3
$8,720170,257 mi

Comparison: 3 similar vehicles

Celina, OH

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Celina, OH

OverpricedModerate · 31
$9,88199,865 mi

Market: $3,500 – $8,900

Comparison: 31 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Celina, OH

2018 Nissan Rogue Sport SV

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

2018 Nissan Rogue Sport SV

Celina, OH

Fair PriceModerate · 44
$9,888112,965 mi

Market: $8,075 – $14,197

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Celina, OH

2010 RAM 2500 Pickup ST

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

2010 RAM 2500 Pickup ST

Celina, OH

UnscoredInsufficient · 0
$10,398140,905 mi

Celina, OH

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Celina, OH

Fair PriceLimited · 11
$10,83698,013 mi

Market: $10,398 – $18,495

Comparison: 11 similar vehicles

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

Celina, OH

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Celina, OH

Fair PriceRobust · 423
$10,98795,304 mi

Market: $6,800 – $20,188

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Celina, OH

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Celina, OH

Unscored
$11,11650,613 mi

Comparison: 6 similar vehicles

Celina, OH

2016 Nissan Frontier SV

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

2016 Nissan Frontier SV

Celina, OH

Fair PriceRobust · 84
$11,398118,365 mi

Market: $5,995 – $20,990

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Celina, OH

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Celina, OH

UnscoredInsufficient · 4
$11,995135,069 mi

Comparison: 4 similar vehicles

Celina, OH

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Celina, OH

Fair PriceRobust · 127
$12,393101,180 mi

Market: $7,780 – $16,990

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Celina, OH

2015 Dodge Durango Limited

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

2015 Dodge Durango Limited

Celina, OH

Unscored
$12,397124,612 mi

Comparison: 35 similar vehicles

Celina, OH

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Celina, OH

Unscored
$12,893121,489 mi

Comparison: 57 similar vehicles

Celina, OH

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Celina, OH

Fair PriceLimited · 18
$12,900Mileage not verified

Market: $5,900 – $18,590

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 538 days listed (based on current market benchmarks)

Celina, OH

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Celina, OH

Fair PriceModerate · 20
$12,98889,956 mi

Market: $13,194 – $14,995

Comparison: 20 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 78 days listed (based on current market benchmarks)

Celina, OH

2017 Jeep Wrangler Unlimited Sport

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

2017 Jeep Wrangler Unlimited Sport

Celina, OH

Fair PriceRobust · 79
$12,999103,222 mi

Market: $10,998 – $22,686

Comparison: 79 similar vehicles

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

Celina, OH

2018 GMC Terrain SLT

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

2018 GMC Terrain SLT

Celina, OH

Fair PriceRobust · 76
$13,247118,226 mi

Market: $7,995 – $18,875

Comparison: 76 similar vehicles

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

Celina, OH

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Celina, OH

UnscoredInsufficient · 4
$13,397142,271 mi

Comparison: 4 similar vehicles

Celina, OH

2022 Chevrolet Colorado LT

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

2022 Chevrolet Colorado LT

Celina, OH

Fair PriceRobust · 249
$13,805103,245 mi

Market: $11,990 – $26,000

Comparison: 249 similar vehicles

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

Celina, OH

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Celina, OH

Fair PriceRobust · 332
$13,88685,481 mi

Market: $9,599 – $23,995

Comparison: 332 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Celina, OH

2020 Chevrolet Blazer 1LT

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

2020 Chevrolet Blazer 1LT

Celina, OH

Fair PriceRobust · 89
$13,987112,512 mi

Market: $11,995 – $22,988

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Celina, OH

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Celina, OH

Fair PriceModerate · 20
$13,99784,942 mi

Market: $12,988 – $14,995

Comparison: 20 similar vehicles

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

Celina, OH

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Celina, OH

Fair PriceRobust · 191
$13,997100,121 mi

Market: $7,593 – $21,990

Comparison: 191 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Celina, OH

2021 Nissan Altima S

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

2021 Nissan Altima S

Celina, OH

Fair PriceLimited · 17
$14,156108,010 mi

Market: $12,285 – $19,858

Comparison: 17 similar vehicles

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

Celina, OH

2018 Dodge Durango Citadel

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

2018 Dodge Durango Citadel

Celina, OH

Unscored
$14,398140,146 mi

Comparison: 14 similar vehicles

Celina, OH

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Celina, OH

Unscored
$14,46177,846 mi

Comparison: 9 similar vehicles

Celina, OH

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Celina, OH

Unscored
$14,57490,435 mi

Comparison: 6 similar vehicles

Celina, OH

2016 Jeep Wrangler Unlimited 75th Anniversary Edition

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

2016 Jeep Wrangler Unlimited 75th Anniversary Edition

Celina, OH

Unscored
$14,650129,661 mi

Comparison: 22 similar vehicles

Celina, OH

2021 Kia Forte GT-Line

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

2021 Kia Forte GT-Line

Celina, OH

Unscored
$14,75258,669 mi

Comparison: 7 similar vehicles

Celina, OH

2016 Chevrolet Impala 2LZ

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

2016 Chevrolet Impala 2LZ

Celina, OH

Fair PriceModerate · 30
$14,897111,956 mi

Market: $4,995 – $17,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Celina, OH

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Celina, OH

Unscored
$14,986136,098 mi

Comparison: 53 similar vehicles

Celina, OH

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Celina, OH

Fair PriceRobust · 102
$14,99773,257 mi

Market: $5,500 – $23,846

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Celina, OH

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Celina, OH

UnscoredInsufficient · 4
$15,397158,100 mi

Comparison: 4 similar vehicles

Celina, OH

2012 RAM 2500 Pickup ST

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

2012 RAM 2500 Pickup ST

Celina, OH

Fair PriceModerate · 21
$15,39884,866 mi

Market: $13,292 – $46,765

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Celina, OH

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Celina, OH

UnscoredInsufficient · 3
$15,66085,169 mi

Comparison: 3 similar vehicles

Celina, OH

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Celina, OH

UnscoredInsufficient · 3
$15,75078,479 mi

Comparison: 3 similar vehicles

Celina, OH

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Celina, OH

Unscored
$15,78078,816 mi

Comparison: 5 similar vehicles

Celina, OH

2021 Volkswagen Tiguan S

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

2021 Volkswagen Tiguan S

Celina, OH

Fair PriceModerate · 27
$15,81150,841 mi

Market: $15,726 – $18,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Celina, OH

2021 Hyundai Tucson Limited

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

2021 Hyundai Tucson Limited

Celina, OH

UnscoredInsufficient · 3
$15,97697,948 mi

Comparison: 3 similar vehicles

Celina, OH

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Celina, OH

Fair PriceRobust · 299
$15,99784,964 mi

Market: $6,397 – $20,655

Comparison: 299 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Celina, OH

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Celina, OH

UnscoredInsufficient · 4
$15,99970,283 mi

Comparison: 4 similar vehicles

Celina, OH

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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