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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 11, 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

122 listings found

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Cedartown, GA

UnscoredInsufficient · 0
$2,800196,221 mi

Cedartown, GA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Cedartown, GA

UnscoredInsufficient · 0
$2,800281,941 mi

Cedartown, GA

2005 Volkswagen Passat GLS

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

2005 Volkswagen Passat GLS

Cedartown, GA

UnscoredInsufficient · 0
$2,800214,200 mi

Cedartown, GA

2003 Buick Century Custom

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

2003 Buick Century Custom

Cedartown, GA

UnscoredInsufficient · 3
$2,800Mileage not verified

Comparison: 3 similar vehicles

Cedartown, GA

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Cedartown, GA

UnscoredInsufficient · 0
$3,500225,448 mi

Cedartown, GA

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Cedartown, GA

UnscoredInsufficient · 4
$3,500143,409 mi

Comparison: 4 similar vehicles

Cedartown, GA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Cedartown, GA

UnscoredInsufficient · 0
$3,800237,698 mi

Cedartown, GA

2007 GMC Acadia SLT2

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

2007 GMC Acadia SLT2

Cedartown, GA

UnscoredInsufficient · 0
$4,000278,072 mi

Cedartown, GA

2006 Lexus GS 300

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

2006 Lexus GS 300

Cedartown, GA

Unscored
$4,000228,958 mi

Comparison: 20 similar vehicles

Cedartown, GA

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

Cedartown, GA

UnscoredInsufficient · 0
$4,500249,614 mi

Cedartown, GA

2011 Kia Soul Base

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

2011 Kia Soul Base

Cedartown, GA

Unscored
$5,000205,955 mi

Comparison: 12 similar vehicles

Cedartown, GA

2008 Cadillac Escalade ESV Base

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

2008 Cadillac Escalade ESV Base

Cedartown, GA

UnscoredInsufficient · 3
$5,000226,135 mi

Comparison: 3 similar vehicles

Cedartown, GA

2001 Dodge Dakota SPORT

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

2001 Dodge Dakota SPORT

Cedartown, GA

UnscoredInsufficient · 0
$5,000194,306 mi

Cedartown, GA

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Cedartown, GA

Unscored
$5,500282,426 mi

Comparison: 5 similar vehicles

Cedartown, GA

2008 Toyota Sequoia SR5

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

2008 Toyota Sequoia SR5

Cedartown, GA

Unscored
$7,000285,166 mi

Comparison: 8 similar vehicles

Cedartown, GA

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Cedartown, GA

Unscored
$7,500307,569 mi

Comparison: 6 similar vehicles

Cedartown, GA

2007 Lexus IS 250

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

2007 Lexus IS 250

Cedartown, GA

Unscored
$8,900175,971 mi

Comparison: 10 similar vehicles

Cedartown, GA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Cedartown, GA

UnscoredInsufficient · 3
$9,800190,419 mi

Comparison: 3 similar vehicles

Cedartown, GA

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Cedartown, GA

Unscored
$10,500125,652 mi

Comparison: 21 similar vehicles

Cedartown, GA

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

Cedartown, GA

Unscored
$10,500252,623 mi

Comparison: 11 similar vehicles

Cedartown, GA

2003 Toyota Tundra SR5

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

2003 Toyota Tundra SR5

Cedartown, GA

Unscored
$10,500189,471 mi

Comparison: 6 similar vehicles

Cedartown, GA

1992 Chevrolet GMT400

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

1992 Chevrolet GMT400

Cedartown, GA

UnscoredInsufficient · 0
$10,500105,899 mi

Cedartown, GA

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Cedartown, GA

Unscored
$10,900161,885 mi

Comparison: 84 similar vehicles

Cedartown, GA

2015 Toyota Corolla S

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

2015 Toyota Corolla S

Cedartown, GA

UnscoredInsufficient · 4
$12,900131,148 mi

Comparison: 4 similar vehicles

Cedartown, GA

2014 Toyota Venza LE

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

2014 Toyota Venza LE

Cedartown, GA

Unscored
$12,900146,631 mi

Comparison: 8 similar vehicles

Cedartown, GA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Cedartown, GA

UnscoredInsufficient · 3
$12,900129,571 mi

Comparison: 3 similar vehicles

Cedartown, GA

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Cedartown, GA

Unscored
$12,990200,552 mi

Comparison: 7 similar vehicles

Cedartown, GA

2014 Nissan Frontier S

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

2014 Nissan Frontier S

Cedartown, GA

Unscored
$12,99065,075 mi

Comparison: 7 similar vehicles

Cedartown, GA

2008 Toyota Tacoma Base

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

2008 Toyota Tacoma Base

Cedartown, GA

Unscored
$13,500226,585 mi

Comparison: 20 similar vehicles

Cedartown, GA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Cedartown, GA

Unscored
$13,990182,389 mi

Comparison: 9 similar vehicles

Cedartown, GA

2019 Honda Accord EX-L

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

2019 Honda Accord EX-L

Cedartown, GA

UnscoredInsufficient · 4
$13,990144,467 mi

Comparison: 4 similar vehicles

Cedartown, GA

2009 Toyota Tacoma PreRunner

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

2009 Toyota Tacoma PreRunner

Cedartown, GA

Unscored
$14,900232,791 mi

Comparison: 12 similar vehicles

Cedartown, GA

2022 Ford Escape SE

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

2022 Ford Escape SE

Cedartown, GA

Fair PriceRobust · 113
$14,99077,704 mi

Market: $8,900 – $22,588

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Cedartown, GA

2012 Toyota Tacoma PreRunner

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

2012 Toyota Tacoma PreRunner

Cedartown, GA

Fair PriceModerate · 33
$16,50085,157 mi

Market: $12,490 – $18,337

Comparison: 33 similar vehicles

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

Cedartown, GA

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Cedartown, GA

Unscored
$16,99097,501 mi

Comparison: 7 similar vehicles

Cedartown, GA

2016 Toyota Tacoma TRD Off Road

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

2016 Toyota Tacoma TRD Off Road

Cedartown, GA

Unscored
$19,500164,685 mi

Comparison: 89 similar vehicles

Cedartown, GA

2024 Chevrolet Equinox RS

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

2024 Chevrolet Equinox RS

Cedartown, GA

Great DealModerate · 33
$20,99039,598 mi

Market: $21,990 – $30,694

Comparison: 33 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 110 days listed (based on current market benchmarks)

Cedartown, GA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cedartown, GA

Fair PriceModerate · 36
$21,99048,705 mi

Market: $20,000 – $27,460

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Cedartown, GA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cedartown, GA

OverpricedLimited · 16
$21,99063,484 mi

Market: $16,991 – $21,375

Comparison: 16 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Cedartown, GA

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Cedartown, GA

Unscored
$21,990116,677 mi

Comparison: 5 similar vehicles

Cedartown, GA

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

Cedartown, GA

Unscored
$22,500136,005 mi

Comparison: 67 similar vehicles

Cedartown, GA

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Cedartown, GA

Unscored
$22,99054,800 mi

Comparison: 5 similar vehicles

Cedartown, GA

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Cedartown, GA

Fair PriceRobust · 73
$22,99069,306 mi

Market: $17,988 – $29,692

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Cedartown, GA

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Cedartown, GA

Fair PriceModerate · 23
$23,99025,196 mi

Market: $21,882 – $25,586

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Cedartown, GA

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Cedartown, GA

Fair PriceModerate · 34
$23,99034,886 mi

Market: $20,900 – $27,311

Comparison: 34 similar vehicles

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

Cedartown, GA

2023 Chevrolet Traverse LS

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

2023 Chevrolet Traverse LS

Cedartown, GA

Fair PriceLimited · 18
$24,99036,500 mi

Market: $22,998 – $29,998

Comparison: 18 similar vehicles

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

Cedartown, GA

2024 Mazda CX-5 S Preferred package

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

2024 Mazda CX-5 S Preferred package

Cedartown, GA

Fair PriceLimited · 16
$25,99031,398 mi

Market: $25,499 – $28,081

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Cedartown, GA

2014 Ford F-250 Super Duty Lariat

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

2014 Ford F-250 Super Duty Lariat

Cedartown, GA

UnscoredInsufficient · 4
$26,990187,304 mi

Comparison: 4 similar vehicles

Cedartown, GA

2013 RAM 3500 Pickup Big Horn/Lone Star

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

2013 RAM 3500 Pickup Big Horn/Lone Star

Cedartown, GA

UnscoredInsufficient · 0
$27,990104,248 mi

Cedartown, GA

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Cedartown, GA

Great DealLimited · 11
$28,895Mileage not verified

Market: $30,660 – $36,152

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 208 days listed (based on current market benchmarks)

Cedartown, GA

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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