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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 3, 2026

6.8M+

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

60 listings found

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Mauldin, SC

UnscoredInsufficient · 3
$4,977251,110 mi

Comparison: 3 similar vehicles

Mauldin, SC

2011 Nissan Murano S

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

2011 Nissan Murano S

Mauldin, SC

UnscoredInsufficient · 4
$5,988205,230 mi

Comparison: 4 similar vehicles

Mauldin, SC

2009 Chevrolet Impala LTZ

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

2009 Chevrolet Impala LTZ

Mauldin, SC

UnscoredInsufficient · 0
$6,300216,040 mi

Mauldin, SC

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Mauldin, SC

UnscoredInsufficient · 3
$8,991119,120 mi

Comparison: 3 similar vehicles

Mauldin, SC

2014 BMW 5 Series 535i

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

2014 BMW 5 Series 535i

Mauldin, SC

Fair PriceModerate · 36
$9,991119,690 mi

Market: $6,990 – $15,000

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 359 days listed (based on current market benchmarks)

Mauldin, SC

2015 Volkswagen Eos Executive Edition

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

2015 Volkswagen Eos Executive Edition

Mauldin, SC

UnscoredInsufficient · 0
$10,99197,340 mi

Mauldin, SC

2014 Mercedes-Benz E-Class E350 Sport

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

2014 Mercedes-Benz E-Class E350 Sport

Mauldin, SC

UnscoredInsufficient · 3
$10,991103,020 mi

Comparison: 3 similar vehicles

Mauldin, SC

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Mauldin, SC

Fair PriceModerate · 32
$10,99161,360 mi

Market: $4,200 – $16,000

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Mauldin, SC

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Mauldin, SC

UnscoredInsufficient · 0
$10,99948,479 mi

Mauldin, SC

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Mauldin, SC

UnscoredInsufficient · 4
$10,99971,711 mi

Comparison: 4 similar vehicles

Mauldin, SC

2015 Audi A5 Cabriolet Prestige

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

2015 Audi A5 Cabriolet Prestige

Mauldin, SC

UnscoredInsufficient · 0
$11,991128,285 mi

Mauldin, SC

2014 BMW 3 Series 335i

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

2014 BMW 3 Series 335i

Mauldin, SC

Unscored
$11,991143,125 mi

Comparison: 7 similar vehicles

Mauldin, SC

2014 Porsche Cayenne Platinum Edition

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

2014 Porsche Cayenne Platinum Edition

Mauldin, SC

Unscored
$11,991121,900 mi

Comparison: 6 similar vehicles

Mauldin, SC

2013 Mercedes-Benz S-Class S550

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

2013 Mercedes-Benz S-Class S550

Mauldin, SC

Fair PriceModerate · 23
$11,991115,180 mi

Market: $10,900 – $19,979

Comparison: 23 similar vehicles

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

Mauldin, SC

2021 Mitsubishi Outlander Sport ES

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

2021 Mitsubishi Outlander Sport ES

Mauldin, SC

UnscoredInsufficient · 4
$12,900111,184 mi

Comparison: 4 similar vehicles

Mauldin, SC

2019 Kia Optima S

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

2019 Kia Optima S

Mauldin, SC

Fair PriceRobust · 97
$12,999110,736 mi

Market: $5,991 – $15,995

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Mauldin, SC

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Mauldin, SC

Unscored
$13,49185,645 mi

Comparison: 5 similar vehicles

Mauldin, SC

2019 Kia RIO LX

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

2019 Kia RIO LX

Mauldin, SC

Unscored
$13,97786,747 mi

Comparison: 7 similar vehicles

Mauldin, SC

2018 Nissan Pathfinder Platinum

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

2018 Nissan Pathfinder Platinum

Mauldin, SC

UnscoredInsufficient · 4
$13,99798,719 mi

Comparison: 4 similar vehicles

Mauldin, SC

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Mauldin, SC

Unscored
$14,377110,857 mi

Comparison: 5 similar vehicles

Mauldin, SC

2021 Kia Rio S

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

2021 Kia Rio S

Mauldin, SC

Fair PriceModerate · 21
$14,97797,585 mi

Market: $7,995 – $15,995

Comparison: 21 similar vehicles

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

Mauldin, SC

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Mauldin, SC

Unscored
$14,99195,060 mi

Comparison: 6 similar vehicles

Mauldin, SC

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Mauldin, SC

Fair PriceRobust · 69
$14,99192,105 mi

Market: $7,200 – $18,798

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Mauldin, SC

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Mauldin, SC

UnscoredInsufficient · 4
$14,99181,330 mi

Comparison: 4 similar vehicles

Mauldin, SC

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Mauldin, SC

Fair PriceRobust · 107
$15,277113,513 mi

Market: $7,499 – $22,298

Comparison: 107 similar vehicles

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

Mauldin, SC

2018 BMW 3 Series 330i

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

2018 BMW 3 Series 330i

Mauldin, SC

UnscoredInsufficient · 3
$15,89198,140 mi

Comparison: 3 similar vehicles

Mauldin, SC

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Mauldin, SC

Fair PriceRobust · 72
$16,99193,310 mi

Market: $9,800 – $22,998

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Mauldin, SC

2021 Hyundai Elantra SEL

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

2021 Hyundai Elantra SEL

Mauldin, SC

Unscored
$16,999121,731 mi

Comparison: 5 similar vehicles

Mauldin, SC

2019 BMW X3 30i

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

2019 BMW X3 30i

Mauldin, SC

Fair PriceModerate · 25
$17,49195,985 mi

Market: $14,950 – $21,740

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Mauldin, SC

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Mauldin, SC

Unscored
$17,49192,775 mi

Comparison: 6 similar vehicles

Mauldin, SC

2020 Ford Escape SE

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

2020 Ford Escape SE

Mauldin, SC

Unscored
$17,988112,061 mi

Comparison: 9 similar vehicles

Mauldin, SC

2019 BMW X3 30i

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

2019 BMW X3 30i

Mauldin, SC

Fair PriceModerate · 25
$17,99185,265 mi

Market: $14,950 – $21,740

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Mauldin, SC

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Mauldin, SC

Fair PriceRobust · 132
$17,999116,570 mi

Market: $8,500 – $20,100

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Mauldin, SC

2021 BMW X1 28i

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

2021 BMW X1 28i

Mauldin, SC

Fair PriceRobust · 62
$18,47788,507 mi

Market: $14,495 – $23,404

Comparison: 62 similar vehicles

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

Mauldin, SC

2020 BMW 3 Series 330i

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

2020 BMW 3 Series 330i

Mauldin, SC

Unscored
$18,491103,260 mi

Comparison: 8 similar vehicles

Mauldin, SC

2019 Honda Pilot EX-L

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

2019 Honda Pilot EX-L

Mauldin, SC

Fair PriceLimited · 16
$18,491109,530 mi

Market: $14,995 – $22,450

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 430 days listed (based on current market benchmarks)

Mauldin, SC

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Mauldin, SC

Fair PriceModerate · 44
$19,300104,700 mi

Market: $13,950 – $28,499

Comparison: 44 similar vehicles

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

Mauldin, SC

2021 Mercedes-Benz GLA GLA250

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

2021 Mercedes-Benz GLA GLA250

Mauldin, SC

Fair PriceRobust · 70
$19,99995,629 mi

Market: $14,995 – $24,995

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Mauldin, SC

2019 BMW 5 Series 540i

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

2019 BMW 5 Series 540i

Mauldin, SC

Fair PriceRobust · 67
$20,99197,740 mi

Market: $15,999 – $27,999

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 259 days listed (based on current market benchmarks)

Mauldin, SC

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Mauldin, SC

UnscoredInsufficient · 4
$20,99947,201 mi

Comparison: 4 similar vehicles

Mauldin, SC

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Mauldin, SC

Unscored
$20,99978,541 mi

Comparison: 9 similar vehicles

Mauldin, SC

2022 Chrysler Pacifica Limited

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

2022 Chrysler Pacifica Limited

Mauldin, SC

Fair PriceRobust · 51
$20,99995,510 mi

Market: $14,976 – $28,573

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Mauldin, SC

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Mauldin, SC

OverpricedLimited · 14
$21,77778,021 mi

Market: $17,798 – $21,363

Comparison: 14 similar vehicles

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

Mauldin, SC

2023 Toyota Camry SE

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

2023 Toyota Camry SE

Mauldin, SC

Unscored
$22,500103,111 mi

Comparison: 8 similar vehicles

Mauldin, SC

2021 RAM 1500 Pickup Laramie

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

2021 RAM 1500 Pickup Laramie

Mauldin, SC

Unscored
$22,500128,890 mi

Comparison: 5 similar vehicles

Mauldin, SC

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Mauldin, SC

Fair PriceModerate · 36
$22,90053,671 mi

Market: $18,199 – $24,871

Comparison: 36 similar vehicles

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

Mauldin, SC

2020 Chrysler 300 Touring

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

2020 Chrysler 300 Touring

Mauldin, SC

Unscored
$22,90071,582 mi

Comparison: 5 similar vehicles

Mauldin, SC

2021 Kia Telluride S

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

2021 Kia Telluride S

Mauldin, SC

UnscoredInsufficient · 4
$22,99180,925 mi

Comparison: 4 similar vehicles

Mauldin, SC

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Mauldin, SC

Fair PriceRobust · 54
$22,995118,320 mi

Market: $16,301 – $28,899

Comparison: 54 similar vehicles

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

Mauldin, SC

2023 Dodge Charger SXT

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

2023 Dodge Charger SXT

Mauldin, SC

Fair PriceRobust · 163
$23,27789,475 mi

Market: $14,134 – $32,400

Comparison: 163 similar vehicles

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

Mauldin, SC

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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