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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

268 listings found

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Oakland, MD

Unscored
$7,408139,511 mi

Comparison: 22 similar vehicles

Oakland, MD

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Oakland, MD

Fair PriceModerate · 24
$7,43792,422 mi

Market: $3,995 – $7,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Oakland, MD

2020 Ford Ecosport S

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

2020 Ford Ecosport S

Oakland, MD

Unscored
$8,784121,352 mi

Comparison: 20 similar vehicles

Oakland, MD

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Oakland, MD

Fair PriceModerate · 20
$9,989118,286 mi

Market: $9,000 – $14,685

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Oakland, MD

2016 Jeep Grand Cherokee Summit

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

2016 Jeep Grand Cherokee Summit

Oakland, MD

Unscored
$11,284155,043 mi

Comparison: 10 similar vehicles

Oakland, MD

2016 Buick Encore Premium

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

2016 Buick Encore Premium

Oakland, MD

Unscored
$11,32694,116 mi

Comparison: 7 similar vehicles

Oakland, MD

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Oakland, MD

Fair PriceRobust · 69
$11,864105,460 mi

Market: $4,795 – $31,991

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Oakland, MD

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Oakland, MD

Unscored
$13,264127,206 mi

Comparison: 15 similar vehicles

Oakland, MD

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Oakland, MD

Fair PriceModerate · 40
$13,30379,545 mi

Market: $7,897 – $15,794

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Oakland, MD

2020 Jeep Renegade Latitude

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

2020 Jeep Renegade Latitude

Oakland, MD

Fair PriceLimited · 13
$13,67172,823 mi

Market: $10,000 – $16,898

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Oakland, MD

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Oakland, MD

Fair PriceRobust · 211
$13,98488,284 mi

Market: $4,000 – $17,998

Comparison: 211 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Oakland, MD

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Oakland, MD

UnscoredInsufficient · 4
$14,57190,434 mi

Comparison: 4 similar vehicles

Oakland, MD

2018 Hyundai Tucson Value

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

2018 Hyundai Tucson Value

Oakland, MD

Fair PriceModerate · 37
$14,86772,270 mi

Market: $8,650 – $17,677

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Oakland, MD

2020 Nissan Rogue Sport S

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

2020 Nissan Rogue Sport S

Oakland, MD

Fair PriceModerate · 33
$15,45672,292 mi

Market: $7,995 – $19,988

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Oakland, MD

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Oakland, MD

Fair PriceRobust · 199
$15,56194,356 mi

Market: $6,595 – $20,000

Comparison: 199 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Oakland, MD

2017 Ford Escape SE

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

2017 Ford Escape SE

Oakland, MD

Fair PriceLimited · 18
$15,79456,209 mi

Market: $4,995 – $19,905

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Oakland, MD

2018 Toyota Sienna L

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

2018 Toyota Sienna L

Oakland, MD

UnscoredInsufficient · 0
$16,302110,328 mi

Oakland, MD

2017 Subaru Forester Touring

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

2017 Subaru Forester Touring

Oakland, MD

Fair PriceRobust · 89
$16,48892,308 mi

Market: $10,175 – $19,590

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Oakland, MD

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Oakland, MD

Fair PriceRobust · 74
$16,78469,631 mi

Market: $9,987 – $20,977

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Oakland, MD

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Oakland, MD

Fair PriceRobust · 164
$17,28483,415 mi

Market: $8,320 – $21,795

Comparison: 164 similar vehicles

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

Oakland, MD

2020 Hyundai Santa Fe SEL

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

2020 Hyundai Santa Fe SEL

Oakland, MD

Fair PriceRobust · 327
$18,12870,763 mi

Market: $9,495 – $25,560

Comparison: 327 similar vehicles

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

Oakland, MD

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Oakland, MD

Fair PriceRobust · 79
$18,20681,518 mi

Market: $11,900 – $22,574

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Oakland, MD

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Oakland, MD

Fair PriceRobust · 161
$18,69593,449 mi

Market: $12,195 – $27,995

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Oakland, MD

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Oakland, MD

Unscored
$18,89881,975 mi

Comparison: 8 similar vehicles

Oakland, MD

2022 Jeep Grand Cherokee WK Laredo E

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

2022 Jeep Grand Cherokee WK Laredo E

Oakland, MD

Fair PriceRobust · 53
$19,07673,459 mi

Market: $15,900 – $27,467

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 260 days listed (based on current market benchmarks)

Oakland, MD

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Oakland, MD

Fair PriceRobust · 399
$19,12888,725 mi

Market: $11,999 – $27,487

Comparison: 399 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Oakland, MD

2022 Hyundai Santa Cruz SEL Premium

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

2022 Hyundai Santa Cruz SEL Premium

Oakland, MD

Fair PriceModerate · 30
$19,58888,593 mi

Market: $18,394 – $23,000

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Oakland, MD

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Oakland, MD

UnscoredInsufficient · 0
$19,86453,573 mi

Oakland, MD

2022 Jeep Cherokee X

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

2022 Jeep Cherokee X

Oakland, MD

Fair PriceModerate · 34
$20,28873,372 mi

Market: $17,000 – $22,898

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Oakland, MD

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Oakland, MD

UnscoredInsufficient · 0
$20,34714,133 mi

Oakland, MD

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Oakland, MD

Fair PriceRobust · 161
$20,38872,259 mi

Market: $12,195 – $27,995

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Oakland, MD

2023 Mitsubishi Outlander SEL

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

2023 Mitsubishi Outlander SEL

Oakland, MD

Fair PriceModerate · 33
$20,56473,881 mi

Market: $18,442 – $22,941

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Oakland, MD

2019 Subaru Outback Touring

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

2019 Subaru Outback Touring

Oakland, MD

Fair PriceModerate · 44
$20,90771,165 mi

Market: $12,348 – $26,887

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Oakland, MD

2024 Mazda Mazda3 Carbon Edition

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

2024 Mazda Mazda3 Carbon Edition

Oakland, MD

Unscored
$21,63749,205 mi

Comparison: 27 similar vehicles

Oakland, MD

2023 Subaru Crosstrek Base

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

2023 Subaru Crosstrek Base

Oakland, MD

UnscoredInsufficient · 0
$21,74450,225 mi

Oakland, MD

2022 Jeep Cherokee Limited

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

2022 Jeep Cherokee Limited

Oakland, MD

Fair PriceModerate · 38
$22,31135,530 mi

Market: $22,775 – $28,275

Comparison: 38 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 89 days listed (based on current market benchmarks)

Oakland, MD

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

Oakland, MD

UnscoredInsufficient · 4
$22,484108,357 mi

Comparison: 4 similar vehicles

Oakland, MD

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Oakland, MD

Great DealRobust · 81
$22,48838,811 mi

Market: $24,151 – $37,799

Comparison: 81 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 217 days listed (based on current market benchmarks)

Oakland, MD

2022 Honda HR-V Sport

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

2022 Honda HR-V Sport

Oakland, MD

OverpricedRobust · 68
$22,79462,091 mi

Market: $12,995 – $20,474

Comparison: 68 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Oakland, MD

2023 Jeep Cherokee Altitude Lux

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

2023 Jeep Cherokee Altitude Lux

Oakland, MD

Fair PriceModerate · 43
$23,29465,017 mi

Market: $19,383 – $23,440

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Oakland, MD

2017 RAM 1500 Pickup Laramie Longhorn

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

2017 RAM 1500 Pickup Laramie Longhorn

Oakland, MD

Fair PriceModerate · 27
$23,86899,326 mi

Market: $14,995 – $29,000

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Oakland, MD

2024 Mitsubishi Outlander ES

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

2024 Mitsubishi Outlander ES

Oakland, MD

OverpricedLimited · 11
$24,29549,668 mi

Market: $22,661 – $24,246

Comparison: 11 similar vehicles

Oakland, MD

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Oakland, MD

Fair PriceRobust · 96
$24,74175,586 mi

Market: $11,900 – $29,099

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Oakland, MD

2024 Mazda Mazda3 Carbon Edition

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

2024 Mazda Mazda3 Carbon Edition

Oakland, MD

UnscoredInsufficient · 0
$25,01329,027 mi

Oakland, MD

2022 Ford Escape SE

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

2022 Ford Escape SE

Oakland, MD

OverpricedModerate · 29
$25,29418,621 mi

Market: $18,031 – $24,889

Comparison: 29 similar vehicles

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

Oakland, MD

2022 Volkswagen Jetta GLI Autobahn

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

2022 Volkswagen Jetta GLI Autobahn

Oakland, MD

Unscored
$25,54547,214 mi

Comparison: 7 similar vehicles

Oakland, MD

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Oakland, MD

OverpricedRobust · 71
$25,79426,363 mi

Market: $21,678 – $24,995

Comparison: 71 similar vehicles

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

Oakland, MD

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Oakland, MD

Unscored
$25,79445,835 mi

Comparison: 9 similar vehicles

Oakland, MD

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Oakland, MD

Fair PriceModerate · 26
$25,875Mileage not verified

Market: $24,489 – $78,880

Comparison: 26 similar vehicles

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

Oakland, MD

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Oakland, MD

Fair PriceModerate · 26
$25,875Mileage not verified

Market: $24,489 – $78,880

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Oakland, MD

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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