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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

452 listings found

1993 Dodge Dakota SPORT

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

1993 Dodge Dakota SPORT

Athens, TX

UnscoredInsufficient · 0
$4,299216,050 mi

Athens, TX

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Athens, TX

Unscored
$5,000142,900 mi

Comparison: 5 similar vehicles

Athens, TX

2014 Subaru Impreza 2.0I Limited

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

2014 Subaru Impreza 2.0I Limited

Athens, TX

UnscoredInsufficient · 0
$6,833177,421 mi

Athens, TX

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Athens, TX

Unscored
$6,845207,632 mi

Comparison: 54 similar vehicles

Athens, TX

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Athens, TX

Unscored
$7,000120,712 mi

Comparison: 14 similar vehicles

Athens, TX

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Athens, TX

Unscored
$7,677119,909 mi

Comparison: 9 similar vehicles

Athens, TX

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Athens, TX

Unscored
$8,788243,508 mi

Comparison: 98 similar vehicles

Athens, TX

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Athens, TX

Unscored
$9,277206,207 mi

Comparison: 101 similar vehicles

Athens, TX

2011 Toyota Prius III

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

2011 Toyota Prius III

Athens, TX

Unscored
$9,374164,878 mi

Comparison: 6 similar vehicles

Athens, TX

2013 Toyota Prius v Five

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

2013 Toyota Prius v Five

Athens, TX

OverpricedLimited · 10
$10,220200,308 mi

Market: $5,999 – $9,995

Comparison: 10 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Athens, TX

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Athens, TX

Unscored
$10,644150,128 mi

Comparison: 20 similar vehicles

Athens, TX

2014 Honda Accord LX

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

2014 Honda Accord LX

Athens, TX

Unscored
$10,649135,643 mi

Comparison: 43 similar vehicles

Athens, TX

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Athens, TX

Unscored
$10,849124,686 mi

Comparison: 44 similar vehicles

Athens, TX

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Athens, TX

Unscored
$10,884169,707 mi

Comparison: 52 similar vehicles

Athens, TX

2016 Mitsubishi Outlander Sport ES

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

2016 Mitsubishi Outlander Sport ES

Athens, TX

Unscored
$10,99987,338 mi

Comparison: 5 similar vehicles

Athens, TX

2013 Honda Civic EX

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

2013 Honda Civic EX

Athens, TX

Unscored
$11,633121,501 mi

Comparison: 31 similar vehicles

Athens, TX

2019 Subaru Outback Premium

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

2019 Subaru Outback Premium

Athens, TX

UnscoredInsufficient · 3
$12,444148,601 mi

Comparison: 3 similar vehicles

Athens, TX

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Athens, TX

Unscored
$12,575141,110 mi

Comparison: 59 similar vehicles

Athens, TX

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Athens, TX

Unscored
$13,464130,728 mi

Comparison: 17 similar vehicles

Athens, TX

2018 Honda Accord LX

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

2018 Honda Accord LX

Athens, TX

Unscored
$13,676163,014 mi

Comparison: 84 similar vehicles

Athens, TX

2016 Toyota Tacoma SR

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

2016 Toyota Tacoma SR

Athens, TX

Unscored
$13,774187,459 mi

Comparison: 25 similar vehicles

Athens, TX

2002 Ford Mustang GT Deluxe

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

2002 Ford Mustang GT Deluxe

Athens, TX

UnscoredInsufficient · 3
$13,78873,134 mi

Comparison: 3 similar vehicles

Athens, TX

2018 Jeep Grand Cherokee Upland

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

2018 Jeep Grand Cherokee Upland

Athens, TX

UnscoredInsufficient · 0
$15,149100,401 mi

Athens, TX

2014 Lexus RX 450h

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

2014 Lexus RX 450h

Athens, TX

UnscoredInsufficient · 0
$15,644139,428 mi

Athens, TX

2011 Ford F-150 King Ranch

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

2011 Ford F-150 King Ranch

Athens, TX

UnscoredInsufficient · 0
$15,744129,521 mi

Athens, TX

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Athens, TX

Unscored
$15,747157,569 mi

Comparison: 101 similar vehicles

Athens, TX

2018 Volvo XC60 Inscription

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

2018 Volvo XC60 Inscription

Athens, TX

Fair PriceModerate · 32
$16,77497,426 mi

Market: $14,557 – $23,687

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Athens, TX

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Athens, TX

Unscored
$16,997124,268 mi

Comparison: 43 similar vehicles

Athens, TX

2015 GMC Yukon XL SLE

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

2015 GMC Yukon XL SLE

Athens, TX

UnscoredInsufficient · 3
$17,140111,814 mi

Comparison: 3 similar vehicles

Athens, TX

2020 Hyundai Santa Fe Limited

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

2020 Hyundai Santa Fe Limited

Athens, TX

Fair PriceModerate · 34
$17,69993,013 mi

Market: $11,265 – $20,333

Comparison: 34 similar vehicles

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

Athens, TX

2012 Toyota Tundra Limited

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

2012 Toyota Tundra Limited

Athens, TX

Unscored
$17,784197,731 mi

Comparison: 29 similar vehicles

Athens, TX

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Athens, TX

Fair PriceModerate · 47
$17,999100,824 mi

Market: $15,625 – $25,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Athens, TX

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Athens, TX

Fair PriceRobust · 68
$18,14078,462 mi

Market: $11,250 – $28,995

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Athens, TX

2021 Honda Pilot Touring

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

2021 Honda Pilot Touring

Athens, TX

Unscored
$18,577164,072 mi

Comparison: 49 similar vehicles

Athens, TX

2024 Hyundai Elantra SE

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

2024 Hyundai Elantra SE

Athens, TX

Fair PriceModerate · 28
$18,69941,665 mi

Market: $13,789 – $18,998

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Athens, TX

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Athens, TX

Fair PriceModerate · 27
$19,69988,388 mi

Market: $11,995 – $20,980

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Athens, TX

2021 Chevrolet Traverse 1LT

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

2021 Chevrolet Traverse 1LT

Athens, TX

Fair PriceRobust · 70
$20,14092,340 mi

Market: $15,500 – $25,989

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Athens, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Athens, TX

Fair PriceRobust · 70
$20,14963,652 mi

Market: $13,491 – $23,040

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Athens, TX

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Athens, TX

UnscoredInsufficient · 4
$20,69963,891 mi

Comparison: 4 similar vehicles

Athens, TX

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Athens, TX

Fair PriceRobust · 56
$20,721112,875 mi

Market: $13,450 – $29,977

Comparison: 56 similar vehicles

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

Athens, TX

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Athens, TX

Unscored
$21,92033,270 mi

Comparison: 7 similar vehicles

Athens, TX

2021 Nissan Titan SV

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

2021 Nissan Titan SV

Athens, TX

Unscored
$22,699122,703 mi

Comparison: 20 similar vehicles

Athens, TX

2017 Ford Expedition King Ranch

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

2017 Ford Expedition King Ranch

Athens, TX

OverpricedModerate · 20
$22,699112,524 mi

Market: $9,990 – $21,995

Comparison: 20 similar vehicles

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

Athens, TX

2020 Lincoln Aviator Reserve

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

2020 Lincoln Aviator Reserve

Athens, TX

UnscoredInsufficient · 4
$22,806107,675 mi

Comparison: 4 similar vehicles

Athens, TX

2021 Jeep Gladiator Sport S

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

2021 Jeep Gladiator Sport S

Athens, TX

Fair PriceLimited · 18
$22,975109,688 mi

Market: $21,995 – $28,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Athens, TX

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Athens, TX

Fair PriceLimited · 12
$23,14057,995 mi

Market: $21,613 – $23,998

Comparison: 12 similar vehicles

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

Athens, TX

2024 Chevrolet Equinox RS

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

2024 Chevrolet Equinox RS

Athens, TX

Fair PriceModerate · 23
$23,64565,678 mi

Market: $18,291 – $26,237

Comparison: 23 similar vehicles

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

Athens, TX

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Athens, TX

Unscored
$23,97564,010 mi

Comparison: 7 similar vehicles

Athens, TX

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Athens, TX

Fair PriceLimited · 12
$23,975116,288 mi

Market: $19,754 – $28,410

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Athens, TX

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Athens, TX

Fair PriceModerate · 48
$24,72048,695 mi

Market: $20,522 – $55,980

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Athens, TX

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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