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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 7, 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

82 listings found

2013 Ford Focus SE

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

2013 Ford Focus SE

Ivel, KY

Unscored
$6,172124,272 mi

Comparison: 9 similar vehicles

Ivel, KY

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Ivel, KY

Unscored
$7,500129,611 mi

Comparison: 140 similar vehicles

Ivel, KY

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Ivel, KY

Unscored
$8,500137,754 mi

Comparison: 132 similar vehicles

Ivel, KY

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Ivel, KY

Fair PriceModerate · 30
$8,500107,451 mi

Market: $5,995 – $8,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Ivel, KY

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Ivel, KY

Unscored
$8,619159,000 mi

Comparison: 77 similar vehicles

Ivel, KY

2016 Chrysler 300 S

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

2016 Chrysler 300 S

Ivel, KY

Unscored
$10,000188,000 mi

Comparison: 19 similar vehicles

Ivel, KY

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Ivel, KY

Unscored
$10,027148,504 mi

Comparison: 98 similar vehicles

Ivel, KY

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Ivel, KY

Fair PriceRobust · 162
$11,50095,481 mi

Market: $5,600 – $25,618

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Ivel, KY

2016 Mazda CX-9 Sport

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

2016 Mazda CX-9 Sport

Ivel, KY

UnscoredInsufficient · 0
$12,000148,179 mi

Ivel, KY

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Ivel, KY

Fair PriceRobust · 138
$13,78782,082 mi

Market: $9,252 – $18,871

Comparison: 138 similar vehicles

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

Ivel, KY

2019 Ford Fusion Hybrid Titanium

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

2019 Ford Fusion Hybrid Titanium

Ivel, KY

Unscored
$16,00082,434 mi

Comparison: 6 similar vehicles

Ivel, KY

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

Ivel, KY

Fair PriceLimited · 14
$16,00078,566 mi

Market: $10,194 – $18,687

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Ivel, KY

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Ivel, KY

Fair PriceRobust · 78
$16,48186,406 mi

Market: $7,500 – $20,844

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Ivel, KY

2020 Ford Edge SE

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

2020 Ford Edge SE

Ivel, KY

Fair PriceModerate · 46
$16,90071,694 mi

Market: $8,995 – $17,640

Comparison: 46 similar vehicles

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

Ivel, KY

2018 Toyota Corolla XSE

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

2018 Toyota Corolla XSE

Ivel, KY

Unscored
$16,90088,252 mi

Comparison: 9 similar vehicles

Ivel, KY

2022 Hyundai Venue SEL

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

2022 Hyundai Venue SEL

Ivel, KY

Great DealModerate · 40
$16,97837,837 mi

Market: $17,950 – $18,348

Comparison: 40 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 37 days listed (based on current market benchmarks)

Ivel, KY

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Ivel, KY

Unscored
$17,429107,482 mi

Comparison: 10 similar vehicles

Ivel, KY

2022 Buick Encore Preferred

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

2022 Buick Encore Preferred

Ivel, KY

Fair PriceLimited · 14
$18,01521,807 mi

Market: $17,792 – $20,188

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Ivel, KY

2023 Nissan Kicks SR

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

2023 Nissan Kicks SR

Ivel, KY

Unscored
$18,11542,563 mi

Comparison: 5 similar vehicles

Ivel, KY

2019 Honda CR-V EX-L

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

2019 Honda CR-V EX-L

Ivel, KY

UnscoredInsufficient · 3
$18,779101,121 mi

Comparison: 3 similar vehicles

Ivel, KY

2020 Land Rover Discovery Sport S

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

2020 Land Rover Discovery Sport S

Ivel, KY

UnscoredInsufficient · 0
$18,89727,463 mi

Ivel, KY

2020 Nissan Altima Platinum

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

2020 Nissan Altima Platinum

Ivel, KY

UnscoredInsufficient · 0
$19,55855,974 mi

Ivel, KY

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Ivel, KY

Unscored
$19,56870,423 mi

Comparison: 5 similar vehicles

Ivel, KY

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Ivel, KY

Fair PriceRobust · 168
$19,58475,235 mi

Market: $10,599 – $23,544

Comparison: 168 similar vehicles

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

Ivel, KY

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Ivel, KY

Unscored
$19,89480,308 mi

Comparison: 11 similar vehicles

Ivel, KY

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Ivel, KY

UnscoredInsufficient · 4
$19,94843,335 mi

Comparison: 4 similar vehicles

Ivel, KY

2023 Kia Sportage X-Pro

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

2023 Kia Sportage X-Pro

Ivel, KY

Unscored
$20,02893,588 mi

Comparison: 44 similar vehicles

Ivel, KY

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Ivel, KY

Fair PriceRobust · 70
$21,10545,857 mi

Market: $19,900 – $24,276

Comparison: 70 similar vehicles

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

Ivel, KY

2020 Jeep Gladiator Sport S

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

2020 Jeep Gladiator Sport S

Ivel, KY

Fair PriceRobust · 276
$21,25681,697 mi

Market: $16,443 – $32,995

Comparison: 276 similar vehicles

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

Ivel, KY

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Ivel, KY

Great DealLimited · 11
$21,66416,199 mi

Market: $22,996 – $24,674

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 37 days listed (based on current market benchmarks)

Ivel, KY

2023 Jeep Renegade Upland

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

2023 Jeep Renegade Upland

Ivel, KY

UnscoredInsufficient · 0
$22,28315,716 mi

Ivel, KY

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Ivel, KY

UnscoredInsufficient · 3
$22,40057,734 mi

Comparison: 3 similar vehicles

Ivel, KY

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Ivel, KY

UnscoredInsufficient · 3
$22,83320,833 mi

Comparison: 3 similar vehicles

Ivel, KY

2023 Mitsubishi Outlander SEL Black Edition

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

2023 Mitsubishi Outlander SEL Black Edition

Ivel, KY

UnscoredInsufficient · 0
$23,01451,000 mi

Ivel, KY

2021 Chevrolet Silverado 1500 LT

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

2021 Chevrolet Silverado 1500 LT

Ivel, KY

Unscored
$23,500135,500 mi

Comparison: 6 similar vehicles

Ivel, KY

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Ivel, KY

UnscoredInsufficient · 3
$23,76435,784 mi

Comparison: 3 similar vehicles

Ivel, KY

2025 Kia K4 GT-Line

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

2025 Kia K4 GT-Line

Ivel, KY

Unscored
$23,99914,744 mi

Comparison: 9 similar vehicles

Ivel, KY

2022 Jeep Wrangler Unlimited Sahara 4XE

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

2022 Jeep Wrangler Unlimited Sahara 4XE

Ivel, KY

Fair PriceModerate · 26
$24,49941,381 mi

Market: $23,999 – $27,499

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Ivel, KY

2024 Acura Integra A-Spec with Tech Package

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

2024 Acura Integra A-Spec with Tech Package

Ivel, KY

UnscoredInsufficient · 4
$26,44263,562 mi

Comparison: 4 similar vehicles

Ivel, KY

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Ivel, KY

Fair PriceRobust · 265
$26,5783,000 mi

Market: $14,700 – $36,995

Comparison: 265 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Ivel, KY

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Ivel, KY

UnscoredInsufficient · 3
$26,77365,690 mi

Comparison: 3 similar vehicles

Ivel, KY

2022 Jeep Gladiator Overland

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

2022 Jeep Gladiator Overland

Ivel, KY

Fair PriceModerate · 26
$26,80086,451 mi

Market: $24,648 – $29,749

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Ivel, KY

2023 Hyundai Santa Cruz Limited

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

2023 Hyundai Santa Cruz Limited

Ivel, KY

Unscored
$27,70326,079 mi

Comparison: 7 similar vehicles

Ivel, KY

2023 Kia Sorento X-Line EX

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

2023 Kia Sorento X-Line EX

Ivel, KY

UnscoredInsufficient · 4
$27,98233,522 mi

Comparison: 4 similar vehicles

Ivel, KY

2022 Toyota Tacoma SR5

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

2022 Toyota Tacoma SR5

Ivel, KY

Fair PriceRobust · 62
$28,09574,139 mi

Market: $19,999 – $35,860

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Ivel, KY

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Ivel, KY

Fair PriceRobust · 532
$28,134Mileage not verified

Market: $26,635 – $55,764

Comparison: 532 similar vehicles

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

Ivel, KY

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Ivel, KY

Fair PriceRobust · 532
$28,468Mileage not verified

Market: $26,635 – $55,764

Comparison: 532 similar vehicles

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

Ivel, KY

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Ivel, KY

Great DealLimited · 12
$28,5008,760 mi

Market: $30,385 – $34,525

Comparison: 12 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 37 days listed (based on current market benchmarks)

Ivel, KY

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Ivel, KY

Unscored
$28,89240,001 mi

Comparison: 5 similar vehicles

Ivel, KY

2021 Jeep Grand Cherokee L Summit

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

2021 Jeep Grand Cherokee L Summit

Ivel, KY

Fair PriceRobust · 60
$29,00063,262 mi

Market: $26,161 – $30,494

Comparison: 60 similar vehicles

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

Ivel, KY

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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