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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

89 listings found

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Wrens, GA

Unscored
$5,999191,797 mi

Comparison: 46 similar vehicles

Wrens, GA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Wrens, GA

Unscored
$5,999147,877 mi

Comparison: 22 similar vehicles

Wrens, GA

2009 Ford Ranger Sport

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

2009 Ford Ranger Sport

Wrens, GA

UnscoredInsufficient · 3
$5,999206,485 mi

Comparison: 3 similar vehicles

Wrens, GA

2009 Ford Ranger Sport

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

2009 Ford Ranger Sport

Wrens, GA

UnscoredInsufficient · 3
$5,999212,243 mi

Comparison: 3 similar vehicles

Wrens, GA

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Wrens, GA

Unscored
$5,999218,656 mi

Comparison: 25 similar vehicles

Wrens, GA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Wrens, GA

Unscored
$6,999132,275 mi

Comparison: 40 similar vehicles

Wrens, GA

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Wrens, GA

Unscored
$7,999307,380 mi

Comparison: 143 similar vehicles

Wrens, GA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Wrens, GA

Fair PriceLimited · 10
$7,999118,512 mi

Market: $4,300 – $12,599

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 319 days listed (based on current market benchmarks)

Wrens, GA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Wrens, GA

UnscoredInsufficient · 3
$7,999208,909 mi

Comparison: 3 similar vehicles

Wrens, GA

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Wrens, GA

Unscored
$7,999203,296 mi

Comparison: 11 similar vehicles

Wrens, GA

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Wrens, GA

Unscored
$8,999187,831 mi

Comparison: 119 similar vehicles

Wrens, GA

2012 Acura TL Technology Package

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

2012 Acura TL Technology Package

Wrens, GA

Unscored
$8,999168,676 mi

Comparison: 41 similar vehicles

Wrens, GA

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Wrens, GA

Unscored
$8,999150,678 mi

Comparison: 12 similar vehicles

Wrens, GA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Wrens, GA

Unscored
$8,999179,851 mi

Comparison: 18 similar vehicles

Wrens, GA

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

Wrens, GA

Unscored
$9,999199,836 mi

Comparison: 249 similar vehicles

Wrens, GA

2018 Nissan NV Cargo SV

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

2018 Nissan NV Cargo SV

Wrens, GA

Unscored
$9,999171,800 mi

Comparison: 7 similar vehicles

Wrens, GA

2018 INFINITI QX60 Base

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

2018 INFINITI QX60 Base

Wrens, GA

Unscored
$9,999126,752 mi

Comparison: 31 similar vehicles

Wrens, GA

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Wrens, GA

Unscored
$9,999175,021 mi

Comparison: 43 similar vehicles

Wrens, GA

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Wrens, GA

Unscored
$9,999219,310 mi

Comparison: 33 similar vehicles

Wrens, GA

2016 Ford F-350 Super Duty Chassis Cab XL

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

2016 Ford F-350 Super Duty Chassis Cab XL

Wrens, GA

Unscored
$9,999232,763 mi

Comparison: 13 similar vehicles

Wrens, GA

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Wrens, GA

Unscored
$9,999212,771 mi

Comparison: 68 similar vehicles

Wrens, GA

2012 Ford F-450 Super Duty Chassis Cab XL

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

2012 Ford F-450 Super Duty Chassis Cab XL

Wrens, GA

Unscored
$9,999175,695 mi

Comparison: 10 similar vehicles

Wrens, GA

2012 Nissan NV Cargo S

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

2012 Nissan NV Cargo S

Wrens, GA

UnscoredInsufficient · 0
$9,999194,760 mi

Wrens, GA

2011 Acura TL Technology Package

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

2011 Acura TL Technology Package

Wrens, GA

UnscoredInsufficient · 3
$9,999139,809 mi

Comparison: 3 similar vehicles

Wrens, GA

2008 Jeep Wrangler Unlimited Sahara

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

2008 Jeep Wrangler Unlimited Sahara

Wrens, GA

Unscored
$9,999151,666 mi

Comparison: 8 similar vehicles

Wrens, GA

2019 Nissan NV Cargo S

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

2019 Nissan NV Cargo S

Wrens, GA

UnscoredInsufficient · 3
$10,999168,443 mi

Comparison: 3 similar vehicles

Wrens, GA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Wrens, GA

Unscored
$10,999156,809 mi

Comparison: 92 similar vehicles

Wrens, GA

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Wrens, GA

Unscored
$10,999174,240 mi

Comparison: 15 similar vehicles

Wrens, GA

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Wrens, GA

Unscored
$10,999174,994 mi

Comparison: 46 similar vehicles

Wrens, GA

2016 Nissan NV Cargo SV

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

2016 Nissan NV Cargo SV

Wrens, GA

UnscoredInsufficient · 3
$11,999178,755 mi

Comparison: 3 similar vehicles

Wrens, GA

2013 Chevrolet Silverado 2500HD LT

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

2013 Chevrolet Silverado 2500HD LT

Wrens, GA

Unscored
$11,999172,640 mi

Comparison: 10 similar vehicles

Wrens, GA

2020 Nissan NV Cargo SV

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

2020 Nissan NV Cargo SV

Wrens, GA

Unscored
$12,999179,479 mi

Comparison: 18 similar vehicles

Wrens, GA

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Wrens, GA

Fair PriceRobust · 53
$12,99977,145 mi

Market: $7,998 – $19,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Wrens, GA

2018 Toyota Corolla SE

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

2018 Toyota Corolla SE

Wrens, GA

Fair PriceModerate · 40
$12,999107,175 mi

Market: $10,985 – $16,998

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 563 days listed (based on current market benchmarks)

Wrens, GA

2014 Ford F-450 Super Duty Chassis Cab XL

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

2014 Ford F-450 Super Duty Chassis Cab XL

Wrens, GA

UnscoredInsufficient · 0
$12,999229,521 mi

Wrens, GA

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Wrens, GA

Unscored
$12,999134,187 mi

Comparison: 7 similar vehicles

Wrens, GA

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Wrens, GA

Unscored
$13,999133,819 mi

Comparison: 114 similar vehicles

Wrens, GA

2019 Toyota RAV4 LE

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

2019 Toyota RAV4 LE

Wrens, GA

Unscored
$13,999195,037 mi

Comparison: 9 similar vehicles

Wrens, GA

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Wrens, GA

Unscored
$13,999178,753 mi

Comparison: 219 similar vehicles

Wrens, GA

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Wrens, GA

Unscored
$13,999145,797 mi

Comparison: 31 similar vehicles

Wrens, GA

2016 Nissan NV Cargo SV

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

2016 Nissan NV Cargo SV

Wrens, GA

UnscoredInsufficient · 3
$13,999156,185 mi

Comparison: 3 similar vehicles

Wrens, GA

2012 Nissan NV Cargo SV

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

2012 Nissan NV Cargo SV

Wrens, GA

UnscoredInsufficient · 3
$13,999113,621 mi

Comparison: 3 similar vehicles

Wrens, GA

2020 Ford Ranger XL

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

2020 Ford Ranger XL

Wrens, GA

Unscored
$14,999156,322 mi

Comparison: 27 similar vehicles

Wrens, GA

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Wrens, GA

Unscored
$14,999182,168 mi

Comparison: 9 similar vehicles

Wrens, GA

2016 RAM ProMaster Cargo Van Base

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

2016 RAM ProMaster Cargo Van Base

Wrens, GA

Unscored
$14,999141,665 mi

Comparison: 23 similar vehicles

Wrens, GA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Wrens, GA

Unscored
$15,999175,086 mi

Comparison: 10 similar vehicles

Wrens, GA

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Wrens, GA

Unscored
$15,999187,178 mi

Comparison: 24 similar vehicles

Wrens, GA

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Wrens, GA

Unscored
$16,999160,195 mi

Comparison: 35 similar vehicles

Wrens, GA

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Wrens, GA

Unscored
$18,999130,394 mi

Comparison: 106 similar vehicles

Wrens, GA

2020 Hyundai Kona Limited

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

2020 Hyundai Kona Limited

Wrens, GA

Fair PriceLimited · 12
$18,99964,952 mi

Market: $11,499 – $19,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 375 days listed (based on current market benchmarks)

Wrens, GA

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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