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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

157 listings found

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

Princeton, KY

UnscoredInsufficient · 0
$5,9951,000 mi

Princeton, KY

2007 GMC Canyon SLE

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

2007 GMC Canyon SLE

Princeton, KY

Unscored
$7,500191,578 mi

Comparison: 5 similar vehicles

Princeton, KY

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Princeton, KY

Unscored
$9,490136,000 mi

Comparison: 35 similar vehicles

Princeton, KY

2007 Chevrolet Classic Silverado LS

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

2007 Chevrolet Classic Silverado LS

Princeton, KY

UnscoredInsufficient · 0
$9,900194,011 mi

Princeton, KY

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Princeton, KY

Unscored
$9,990227,000 mi

Comparison: 9 similar vehicles

Princeton, KY

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Princeton, KY

Unscored
$9,995265,000 mi

Comparison: 13 similar vehicles

Princeton, KY

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Princeton, KY

UnscoredInsufficient · 0
$10,907152,000 mi

Princeton, KY

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Princeton, KY

Fair PriceRobust · 73
$11,900118,000 mi

Market: $4,500 – $18,800

Comparison: 73 similar vehicles

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

Princeton, KY

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Princeton, KY

Unscored
$11,999125,037 mi

Comparison: 15 similar vehicles

Princeton, KY

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Princeton, KY

Unscored
$12,499150,108 mi

Comparison: 57 similar vehicles

Princeton, KY

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Princeton, KY

Unscored
$12,599145,064 mi

Comparison: 45 similar vehicles

Princeton, KY

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Princeton, KY

UnscoredInsufficient · 0
$12,90058,000 mi

Princeton, KY

2016 Ford Escape SE

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

2016 Ford Escape SE

Princeton, KY

OverpricedRobust · 89
$13,90087,000 mi

Market: $4,393 – $12,990

Comparison: 89 similar vehicles

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

Princeton, KY

2013 GMC Sierra 2500HD Work Truck

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

2013 GMC Sierra 2500HD Work Truck

Princeton, KY

UnscoredInsufficient · 0
$13,999218,863 mi

Princeton, KY

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Princeton, KY

Fair PriceRobust · 172
$14,500111,000 mi

Market: $7,500 – $23,244

Comparison: 172 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Princeton, KY

2007 Jeep Wrangler Unlimited X

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

2007 Jeep Wrangler Unlimited X

Princeton, KY

Unscored
$14,99082,600 mi

Comparison: 8 similar vehicles

Princeton, KY

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Princeton, KY

Fair PriceRobust · 161
$15,49973,791 mi

Market: $5,600 – $17,349

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Princeton, KY

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Princeton, KY

Unscored
$15,900262,000 mi

Comparison: 50 similar vehicles

Princeton, KY

2018 Honda Civic LX

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

2018 Honda Civic LX

Princeton, KY

Fair PriceModerate · 31
$16,49980,979 mi

Market: $8,995 – $23,393

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Princeton, KY

2020 Ford Fusion S

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

2020 Ford Fusion S

Princeton, KY

UnscoredInsufficient · 0
$16,59946,980 mi

Princeton, KY

2016 Toyota 4Runner SR5 Premium

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

2016 Toyota 4Runner SR5 Premium

Princeton, KY

Unscored
$17,497201,000 mi

Comparison: 33 similar vehicles

Princeton, KY

2022 Buick Encore GX Select

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

2022 Buick Encore GX Select

Princeton, KY

Fair PriceRobust · 57
$17,499100,817 mi

Market: $13,749 – $20,586

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Princeton, KY

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Princeton, KY

Unscored
$17,49930,919 mi

Comparison: 5 similar vehicles

Princeton, KY

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Princeton, KY

Unscored
$17,500171,000 mi

Comparison: 18 similar vehicles

Princeton, KY

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Princeton, KY

Fair PriceRobust · 60
$18,49985,796 mi

Market: $5,995 – $22,995

Comparison: 60 similar vehicles

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

Princeton, KY

2018 Jeep Renegade Altitude Package

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

2018 Jeep Renegade Altitude Package

Princeton, KY

OverpricedLimited · 18
$18,90084,000 mi

Market: $7,997 – $16,900

Comparison: 18 similar vehicles

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

Princeton, KY

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Princeton, KY

Fair PriceModerate · 45
$18,99983,005 mi

Market: $15,381 – $23,980

Comparison: 45 similar vehicles

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

Princeton, KY

2020 Chevrolet Traverse 3LT

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

2020 Chevrolet Traverse 3LT

Princeton, KY

Fair PriceModerate · 35
$19,000102,000 mi

Market: $8,950 – $21,755

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Princeton, KY

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Princeton, KY

Fair PriceRobust · 104
$19,49965,238 mi

Market: $6,900 – $22,999

Comparison: 104 similar vehicles

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

Princeton, KY

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Princeton, KY

Unscored
$20,49949,847 mi

Comparison: 7 similar vehicles

Princeton, KY

2020 Honda CR-V EX-L

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

2020 Honda CR-V EX-L

Princeton, KY

Unscored
$20,499133,742 mi

Comparison: 108 similar vehicles

Princeton, KY

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Princeton, KY

Fair PriceRobust · 257
$20,59952,395 mi

Market: $15,900 – $27,528

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Princeton, KY

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Princeton, KY

Fair PriceRobust · 229
$20,99930,645 mi

Market: $17,899 – $24,590

Comparison: 229 similar vehicles

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

Princeton, KY

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Princeton, KY

Fair PriceRobust · 239
$21,499104,153 mi

Market: $10,500 – $27,495

Comparison: 239 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Princeton, KY

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Princeton, KY

Fair PriceModerate · 41
$21,59929,664 mi

Market: $18,995 – $25,840

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Princeton, KY

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Princeton, KY

Fair PriceRobust · 268
$21,90082,818 mi

Market: $15,688 – $26,900

Comparison: 268 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Princeton, KY

2017 RAM 1500 Pickup Laramie

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

2017 RAM 1500 Pickup Laramie

Princeton, KY

Unscored
$21,999123,109 mi

Comparison: 50 similar vehicles

Princeton, KY

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Princeton, KY

Fair PriceModerate · 45
$22,599115,097 mi

Market: $14,999 – $25,995

Comparison: 45 similar vehicles

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

Princeton, KY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Princeton, KY

Fair PriceRobust · 396
$22,99921,812 mi

Market: $16,900 – $26,995

Comparison: 396 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Princeton, KY

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Princeton, KY

Fair PriceLimited · 16
$23,49976,148 mi

Market: $15,495 – $31,014

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Princeton, KY

2020 GMC Yukon SLT

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

2020 GMC Yukon SLT

Princeton, KY

Unscored
$23,499145,173 mi

Comparison: 27 similar vehicles

Princeton, KY

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Princeton, KY

Fair PriceModerate · 49
$23,59923,449 mi

Market: $16,500 – $24,500

Comparison: 49 similar vehicles

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

Princeton, KY

2025 Mazda CX-30 Preferred

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

2025 Mazda CX-30 Preferred

Princeton, KY

Fair PriceLimited · 18
$23,99929,353 mi

Market: $22,596 – $26,519

Comparison: 18 similar vehicles

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

Princeton, KY

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Princeton, KY

Fair PriceRobust · 263
$23,99913,798 mi

Market: $21,386 – $27,499

Comparison: 263 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Princeton, KY

2022 Subaru Crosstrek Sport

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

2022 Subaru Crosstrek Sport

Princeton, KY

UnscoredInsufficient · 0
$23,99945,132 mi

Princeton, KY

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Princeton, KY

Fair PriceRobust · 156
$24,19940,021 mi

Market: $18,500 – $29,372

Comparison: 156 similar vehicles

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

Princeton, KY

2024 Chevrolet Equinox RS

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

2024 Chevrolet Equinox RS

Princeton, KY

Fair PriceModerate · 37
$24,19965,649 mi

Market: $19,200 – $25,499

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Princeton, KY

2025 Nissan Kicks SR

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

2025 Nissan Kicks SR

Princeton, KY

Fair PriceRobust · 71
$24,99917,144 mi

Market: $22,699 – $27,660

Comparison: 71 similar vehicles

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

Princeton, KY

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Princeton, KY

Fair PriceRobust · 143
$24,99919,957 mi

Market: $13,900 – $27,629

Comparison: 143 similar vehicles

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

Princeton, KY

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Princeton, KY

Unscored
$25,59934,292 mi

Comparison: 6 similar vehicles

Princeton, 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 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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