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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

372 listings found

2005 Ford Econoline

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

2005 Ford Econoline

Aurora, OH

UnscoredInsufficient · 0
$6,348154,256 mi

Aurora, OH

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Aurora, OH

UnscoredInsufficient · 4
$8,898152,072 mi

Comparison: 4 similar vehicles

Aurora, OH

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Aurora, OH

Unscored
$10,648120,575 mi

Comparison: 32 similar vehicles

Aurora, OH

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Aurora, OH

Fair PriceLimited · 15
$11,896106,697 mi

Market: $6,595 – $13,790

Comparison: 15 similar vehicles

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

Aurora, OH

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Aurora, OH

Unscored
$12,28951,355 mi

Comparison: 5 similar vehicles

Aurora, OH

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Aurora, OH

Fair PriceModerate · 28
$14,14855,680 mi

Market: $11,522 – $15,700

Comparison: 28 similar vehicles

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

Aurora, OH

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Aurora, OH

Fair PriceModerate · 30
$16,29690,922 mi

Market: $10,400 – $17,148

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Aurora, OH

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Aurora, OH

Unscored
$17,396139,413 mi

Comparison: 6 similar vehicles

Aurora, OH

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Aurora, OH

Unscored
$17,79898,174 mi

Comparison: 8 similar vehicles

Aurora, OH

2021 GMC Canyon Elevation Standard

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

2021 GMC Canyon Elevation Standard

Aurora, OH

UnscoredInsufficient · 0
$18,348134,001 mi

Aurora, OH

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Aurora, OH

OverpricedLimited · 17
$20,18952,655 mi

Market: $17,947 – $19,809

Comparison: 17 similar vehicles

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

Aurora, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Aurora, OH

Fair PriceRobust · 57
$20,29618,543 mi

Market: $18,998 – $27,325

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Aurora, OH

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Aurora, OH

Unscored
$20,78959,552 mi

Comparison: 5 similar vehicles

Aurora, OH

2024 Ford Escape Active

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

2024 Ford Escape Active

Aurora, OH

Fair PriceModerate · 29
$21,99818,232 mi

Market: $21,927 – $25,814

Comparison: 29 similar vehicles

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

Aurora, OH

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Aurora, OH

Fair PriceLimited · 16
$21,99823,995 mi

Market: $20,147 – $25,336

Comparison: 16 similar vehicles

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

Aurora, OH

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Aurora, OH

Fair PriceModerate · 45
$22,20066,699 mi

Market: $16,999 – $25,298

Comparison: 45 similar vehicles

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

Aurora, OH

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

Aurora, OH

Fair PriceRobust · 54
$22,698112,292 mi

Market: $6,999 – $30,000

Comparison: 54 similar vehicles

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

Aurora, OH

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Aurora, OH

Fair PriceRobust · 92
$22,703102,550 mi

Market: $16,198 – $30,875

Comparison: 92 similar vehicles

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

Aurora, OH

2024 Audi A3 Sedan Premium

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

2024 Audi A3 Sedan Premium

Aurora, OH

Unscored
$22,79865,884 mi

Comparison: 8 similar vehicles

Aurora, OH

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Aurora, OH

Fair PriceLimited · 16
$22,90031,879 mi

Market: $18,922 – $23,966

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Aurora, OH

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Aurora, OH

Fair PriceModerate · 42
$23,04828,173 mi

Market: $21,948 – $24,474

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Aurora, OH

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Aurora, OH

Fair PriceRobust · 109
$23,30095,595 mi

Market: $16,995 – $33,898

Comparison: 109 similar vehicles

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

Aurora, OH

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Aurora, OH

Unscored
$23,68945,602 mi

Comparison: 5 similar vehicles

Aurora, OH

2024 Ford Escape Active

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

2024 Ford Escape Active

Aurora, OH

Fair PriceModerate · 29
$23,94818,320 mi

Market: $21,927 – $25,814

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Aurora, OH

2023 Ford Edge SE

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

2023 Ford Edge SE

Aurora, OH

Fair PriceModerate · 27
$23,99829,352 mi

Market: $19,885 – $25,042

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Aurora, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Aurora, OH

Fair PriceRobust · 57
$24,39812,102 mi

Market: $18,998 – $27,325

Comparison: 57 similar vehicles

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

Aurora, OH

2021 Subaru Ascent Limited

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

2021 Subaru Ascent Limited

Aurora, OH

UnscoredInsufficient · 3
$24,50058,335 mi

Comparison: 3 similar vehicles

Aurora, OH

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Aurora, OH

Unscored
$25,34534,511 mi

Comparison: 8 similar vehicles

Aurora, OH

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Aurora, OH

Fair PriceLimited · 19
$25,38989,922 mi

Market: $18,900 – $27,885

Comparison: 19 similar vehicles

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

Aurora, OH

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Aurora, OH

Unscored
$25,50023,947 mi

Comparison: 7 similar vehicles

Aurora, OH

2016 Toyota Tacoma Limited

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

2016 Toyota Tacoma Limited

Aurora, OH

UnscoredInsufficient · 3
$25,898152,628 mi

Comparison: 3 similar vehicles

Aurora, OH

2026 Hyundai Tucson SEL

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

2026 Hyundai Tucson SEL

Aurora, OH

Fair PriceLimited · 17
$26,39826,089 mi

Market: $23,590 – $27,933

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Aurora, OH

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Aurora, OH

Fair PriceModerate · 28
$26,39839,293 mi

Market: $20,947 – $27,991

Comparison: 28 similar vehicles

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

Aurora, OH

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Aurora, OH

OverpricedLimited · 11
$26,5984,560 mi

Market: $23,868 – $25,442

Comparison: 11 similar vehicles

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

Aurora, OH

2024 Ford Maverick XL

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

2024 Ford Maverick XL

Aurora, OH

UnscoredInsufficient · 0
$26,69159,205 mi

Aurora, OH

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Aurora, OH

Fair PriceRobust · 72
$28,28939,040 mi

Market: $24,554 – $32,478

Comparison: 72 similar vehicles

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

Aurora, OH

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Aurora, OH

Fair PriceRobust · 64
$28,60049,193 mi

Market: $25,247 – $31,628

Comparison: 64 similar vehicles

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

Aurora, OH

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Aurora, OH

Fair PriceModerate · 23
$28,89855,455 mi

Market: $23,824 – $32,436

Comparison: 23 similar vehicles

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

Aurora, OH

2024 Mazda MX-5 Miata Grand Touring

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

2024 Mazda MX-5 Miata Grand Touring

Aurora, OH

Unscored
$29,13815,617 mi

Comparison: 6 similar vehicles

Aurora, OH

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Aurora, OH

UnscoredInsufficient · 4
$29,38928,994 mi

Comparison: 4 similar vehicles

Aurora, OH

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Aurora, OH

Unscored
$29,69830,598 mi

Comparison: 5 similar vehicles

Aurora, OH

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Aurora, OH

Fair PriceModerate · 21
$30,69837,120 mi

Market: $27,858 – $31,336

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Aurora, OH

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Aurora, OH

Fair PriceRobust · 51
$30,69885,886 mi

Market: $20,006 – $35,888

Comparison: 51 similar vehicles

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

Aurora, OH

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Aurora, OH

Unscored
$30,89832,186 mi

Comparison: 6 similar vehicles

Aurora, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Aurora, OH

Fair PriceRobust · 1387
$31,099Mileage not verified

Market: $26,371 – $41,150

Comparison: 1387 similar vehicles

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

Aurora, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Aurora, OH

Fair PriceRobust · 1387
$31,248Mileage not verified

Market: $26,371 – $41,150

Comparison: 1387 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Aurora, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Aurora, OH

Fair PriceRobust · 1387
$31,2832,453 mi

Market: $26,371 – $41,150

Comparison: 1387 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Aurora, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Aurora, OH

Fair PriceRobust · 1387
$31,288Mileage not verified

Market: $26,371 – $41,150

Comparison: 1387 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Aurora, OH

2024 Audi A5 Sportback Premium Plus

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

2024 Audi A5 Sportback Premium Plus

Aurora, OH

Unscored
$31,28943,309 mi

Comparison: 8 similar vehicles

Aurora, OH

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Aurora, OH

Fair PriceRobust · 156
$31,595Mileage not verified

Market: $29,388 – $35,588

Comparison: 156 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Aurora, OH

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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