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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 6, 2026

7.1M+

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

303 listings found

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Clayton, GA

Unscored
$7,477184,081 mi

Comparison: 12 similar vehicles

Clayton, GA

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Clayton, GA

Unscored
$7,995157,083 mi

Comparison: 20 similar vehicles

Clayton, GA

2018 Mitsubishi Mirage G4 SE

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

2018 Mitsubishi Mirage G4 SE

Clayton, GA

UnscoredInsufficient · 0
$8,595123,359 mi

Clayton, GA

2016 Buick Encore Base

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

2016 Buick Encore Base

Clayton, GA

Fair PriceModerate · 36
$8,995104,893 mi

Market: $6,900 – $12,926

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Clayton, GA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Clayton, GA

Fair PriceLimited · 11
$9,49568,328 mi

Market: $4,995 – $10,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Clayton, GA

2016 Ford Escape SE

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

2016 Ford Escape SE

Clayton, GA

Fair PriceRobust · 101
$9,935106,380 mi

Market: $3,999 – $13,549

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Clayton, GA

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Clayton, GA

UnscoredInsufficient · 4
$10,800175,268 mi

Comparison: 4 similar vehicles

Clayton, GA

2017 Nissan Rogue Sport SV

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

2017 Nissan Rogue Sport SV

Clayton, GA

UnscoredInsufficient · 4
$12,45097,094 mi

Comparison: 4 similar vehicles

Clayton, GA

2013 Toyota Camry LE Hybrid

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

2013 Toyota Camry LE Hybrid

Clayton, GA

UnscoredInsufficient · 0
$12,98780,309 mi

Clayton, GA

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Clayton, GA

Unscored
$12,997136,892 mi

Comparison: 137 similar vehicles

Clayton, GA

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Clayton, GA

Unscored
$13,110118,251 mi

Comparison: 5 similar vehicles

Clayton, GA

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Clayton, GA

UnscoredInsufficient · 3
$13,59561,066 mi

Comparison: 3 similar vehicles

Clayton, GA

2021 Ford Escape SE

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

2021 Ford Escape SE

Clayton, GA

Unscored
$13,765124,583 mi

Comparison: 70 similar vehicles

Clayton, GA

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Clayton, GA

Great DealLimited · 14
$13,897107,227 mi

Market: $17,415 – $17,977

Comparison: 14 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 116 days listed (based on current market benchmarks)

Clayton, GA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Clayton, GA

Unscored
$14,089168,779 mi

Comparison: 22 similar vehicles

Clayton, GA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Clayton, GA

Unscored
$14,325125,498 mi

Comparison: 22 similar vehicles

Clayton, GA

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Clayton, GA

Fair PriceRobust · 132
$14,85076,762 mi

Market: $6,999 – $16,831

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Clayton, GA

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Clayton, GA

Unscored
$14,99991,566 mi

Comparison: 6 similar vehicles

Clayton, GA

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Clayton, GA

Unscored
$15,577141,611 mi

Comparison: 80 similar vehicles

Clayton, GA

2018 Ford Focus SE

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

2018 Ford Focus SE

Clayton, GA

OverpricedLimited · 15
$15,77768,663 mi

Market: $9,875 – $14,759

Comparison: 15 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Clayton, GA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Clayton, GA

Fair PriceModerate · 22
$15,924105,170 mi

Market: $14,089 – $16,595

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Clayton, GA

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Clayton, GA

Fair PriceModerate · 38
$15,999107,060 mi

Market: $9,252 – $18,796

Comparison: 38 similar vehicles

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

Clayton, GA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Clayton, GA

Fair PriceRobust · 150
$15,99994,153 mi

Market: $3,600 – $16,072

Comparison: 150 similar vehicles

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

Clayton, GA

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Clayton, GA

Fair PriceLimited · 12
$16,25985,526 mi

Market: $16,182 – $16,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Clayton, GA

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Clayton, GA

Unscored
$16,569122,677 mi

Comparison: 127 similar vehicles

Clayton, GA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Clayton, GA

OverpricedModerate · 22
$16,595119,913 mi

Market: $14,089 – $15,924

Comparison: 22 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Clayton, GA

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Clayton, GA

Unscored
$16,943101,105 mi

Comparison: 5 similar vehicles

Clayton, GA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

Clayton, GA

Fair PriceRobust · 65
$16,98791,764 mi

Market: $9,995 – $21,000

Comparison: 65 similar vehicles

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

Clayton, GA

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Clayton, GA

UnscoredInsufficient · 0
$16,99845,571 mi

Clayton, GA

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Clayton, GA

OverpricedLimited · 11
$16,99998,487 mi

Market: $16,182 – $16,259

Comparison: 11 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Clayton, GA

2021 Chevrolet Trailblazer Activ

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

2021 Chevrolet Trailblazer Activ

Clayton, GA

Fair PriceRobust · 52
$17,129111,381 mi

Market: $12,400 – $18,682

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Clayton, GA

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Clayton, GA

Fair PriceLimited · 10
$17,41561,315 mi

Market: $13,897 – $17,977

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Clayton, GA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Clayton, GA

Unscored
$17,45175,480 mi

Comparison: 7 similar vehicles

Clayton, GA

2021 Kia Seltos SX

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

2021 Kia Seltos SX

Clayton, GA

Fair PriceModerate · 20
$17,49979,569 mi

Market: $12,798 – $20,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Clayton, 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

Clayton, GA

Unscored
$17,659144,350 mi

Comparison: 359 similar vehicles

Clayton, GA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Clayton, GA

Unscored
$17,67070,817 mi

Comparison: 7 similar vehicles

Clayton, GA

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Clayton, GA

UnscoredInsufficient · 4
$17,698109,421 mi

Comparison: 4 similar vehicles

Clayton, GA

1994 Ford F-600

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

1994 Ford F-600

Clayton, GA

UnscoredInsufficient · 0
$17,90047,628 mi

Clayton, GA

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Clayton, GA

OverpricedLimited · 10
$17,97773,208 mi

Market: $13,897 – $17,415

Comparison: 10 similar vehicles

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

Clayton, GA

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Clayton, GA

Fair PriceLimited · 11
$17,99581,626 mi

Market: $8,843 – $20,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Clayton, GA

2017 Jeep Grand Cherokee Laredo E

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

2017 Jeep Grand Cherokee Laredo E

Clayton, GA

Fair PriceLimited · 19
$17,99980,956 mi

Market: $6,000 – $18,299

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Clayton, GA

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Clayton, GA

Unscored
$18,500124,259 mi

Comparison: 70 similar vehicles

Clayton, GA

2021 Nissan Kicks SV

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

2021 Nissan Kicks SV

Clayton, GA

OverpricedModerate · 39
$18,59566,271 mi

Market: $8,999 – $17,998

Comparison: 39 similar vehicles

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

Clayton, GA

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Clayton, GA

Fair PriceModerate · 21
$18,59588,193 mi

Market: $8,998 – $20,599

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Clayton, GA

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Clayton, GA

Unscored
$18,59577,760 mi

Comparison: 5 similar vehicles

Clayton, GA

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Clayton, GA

Fair PriceModerate · 43
$18,78031,001 mi

Market: $14,369 – $18,998

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Clayton, GA

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Clayton, GA

Fair PriceLimited · 18
$18,78992,145 mi

Market: $18,795 – $21,997

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 111 days listed (based on current market benchmarks)

Clayton, GA

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Clayton, GA

Fair PriceLimited · 18
$18,795106,724 mi

Market: $18,789 – $21,997

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Clayton, GA

2021 RAM Promaster City Tradesman

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

2021 RAM Promaster City Tradesman

Clayton, GA

OverpricedLimited · 16
$18,98064,840 mi

Market: $10,888 – $16,960

Comparison: 16 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Clayton, GA

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Clayton, GA

UnscoredInsufficient · 3
$19,49549,354 mi

Comparison: 3 similar vehicles

Clayton, 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 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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