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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 10, 2026

7.3M+

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

452 listings found

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Paw Paw, MI

Unscored
$5,314154,676 mi

Comparison: 249 similar vehicles

Paw Paw, MI

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Paw Paw, MI

Unscored
$7,248141,962 mi

Comparison: 6 similar vehicles

Paw Paw, MI

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Paw Paw, MI

Unscored
$7,302144,702 mi

Comparison: 51 similar vehicles

Paw Paw, MI

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Paw Paw, MI

Unscored
$7,995190,164 mi

Comparison: 5 similar vehicles

Paw Paw, MI

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Paw Paw, MI

Unscored
$8,214157,122 mi

Comparison: 43 similar vehicles

Paw Paw, MI

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Paw Paw, MI

Unscored
$8,314125,080 mi

Comparison: 21 similar vehicles

Paw Paw, MI

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Paw Paw, MI

Fair PriceLimited · 17
$8,825112,040 mi

Market: $2,480 – $10,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Paw Paw, MI

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Paw Paw, MI

Great DealLimited · 11
$8,995115,174 mi

Market: $9,995 – $15,685

Comparison: 11 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Paw Paw, MI

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Paw Paw, MI

Unscored
$9,214140,797 mi

Comparison: 31 similar vehicles

Paw Paw, MI

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Paw Paw, MI

Unscored
$9,302144,122 mi

Comparison: 83 similar vehicles

Paw Paw, MI

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Paw Paw, MI

Unscored
$9,425137,813 mi

Comparison: 9 similar vehicles

Paw Paw, MI

2008 GMC Savana

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

2008 GMC Savana

Paw Paw, MI

UnscoredInsufficient · 0
$9,80293,954 mi

Paw Paw, MI

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Paw Paw, MI

Fair PriceRobust · 68
$9,99590,168 mi

Market: $3,995 – $16,280

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Paw Paw, MI

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Paw Paw, MI

Unscored
$9,995153,620 mi

Comparison: 17 similar vehicles

Paw Paw, MI

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Paw Paw, MI

Unscored
$10,314218,724 mi

Comparison: 6 similar vehicles

Paw Paw, MI

2012 Jeep Wrangler Rubicon

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

2012 Jeep Wrangler Rubicon

Paw Paw, MI

UnscoredInsufficient · 4
$10,314168,175 mi

Comparison: 4 similar vehicles

Paw Paw, MI

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Paw Paw, MI

Unscored
$10,525166,479 mi

Comparison: 6 similar vehicles

Paw Paw, MI

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Paw Paw, MI

Unscored
$10,995104,983 mi

Comparison: 5 similar vehicles

Paw Paw, MI

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Paw Paw, MI

Unscored
$10,995174,473 mi

Comparison: 103 similar vehicles

Paw Paw, MI

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Paw Paw, MI

UnscoredInsufficient · 3
$10,995126,481 mi

Comparison: 3 similar vehicles

Paw Paw, MI

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Paw Paw, MI

Unscored
$11,775189,415 mi

Comparison: 54 similar vehicles

Paw Paw, MI

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Paw Paw, MI

Fair PriceRobust · 87
$11,995103,934 mi

Market: $7,999 – $19,995

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Paw Paw, MI

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Paw Paw, MI

UnscoredInsufficient · 3
$12,08483,822 mi

Comparison: 3 similar vehicles

Paw Paw, MI

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Paw Paw, MI

Unscored
$12,475130,529 mi

Comparison: 18 similar vehicles

Paw Paw, MI

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

Paw Paw, MI

Unscored
$12,925167,998 mi

Comparison: 17 similar vehicles

Paw Paw, MI

2016 Mazda CX-9 Touring

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

2016 Mazda CX-9 Touring

Paw Paw, MI

Unscored
$12,995100,750 mi

Comparison: 9 similar vehicles

Paw Paw, MI

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Paw Paw, MI

Unscored
$13,314180,048 mi

Comparison: 31 similar vehicles

Paw Paw, MI

2018 Chevrolet Malibu LT

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

2018 Chevrolet Malibu LT

Paw Paw, MI

UnscoredInsufficient · 4
$13,69572,486 mi

Comparison: 4 similar vehicles

Paw Paw, MI

2017 Lincoln MKZ Reserve

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

2017 Lincoln MKZ Reserve

Paw Paw, MI

Fair PriceRobust · 54
$13,79599,025 mi

Market: $4,000 – $19,900

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Paw Paw, MI

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Paw Paw, MI

Fair PriceRobust · 56
$13,81290,947 mi

Market: $5,990 – $20,000

Comparison: 56 similar vehicles

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

Paw Paw, MI

2020 Buick Encore GX Preferred

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

2020 Buick Encore GX Preferred

Paw Paw, MI

Unscored
$13,85090,599 mi

Comparison: 6 similar vehicles

Paw Paw, MI

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Paw Paw, MI

UnscoredInsufficient · 4
$13,995116,642 mi

Comparison: 4 similar vehicles

Paw Paw, MI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Paw Paw, MI

Unscored
$14,314126,574 mi

Comparison: 13 similar vehicles

Paw Paw, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Paw Paw, MI

Fair PriceLimited · 10
$14,80238,966 mi

Market: $13,243 – $17,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Paw Paw, MI

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Paw Paw, MI

Unscored
$14,995141,256 mi

Comparison: 83 similar vehicles

Paw Paw, MI

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Paw Paw, MI

Unscored
$14,99582,177 mi

Comparison: 6 similar vehicles

Paw Paw, MI

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Paw Paw, MI

UnscoredInsufficient · 3
$14,995201,435 mi

Comparison: 3 similar vehicles

Paw Paw, MI

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Paw Paw, MI

Fair PriceRobust · 103
$15,302118,176 mi

Market: $3,200 – $15,483

Comparison: 103 similar vehicles

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

Paw Paw, MI

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Paw Paw, MI

Unscored
$15,595140,014 mi

Comparison: 7 similar vehicles

Paw Paw, MI

2016 Chevrolet Silverado 1500 Custom

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

2016 Chevrolet Silverado 1500 Custom

Paw Paw, MI

Unscored
$15,625132,962 mi

Comparison: 49 similar vehicles

Paw Paw, MI

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Paw Paw, MI

Unscored
$15,814124,145 mi

Comparison: 7 similar vehicles

Paw Paw, MI

2021 Ford Escape SE

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

2021 Ford Escape SE

Paw Paw, MI

Unscored
$15,99569,610 mi

Comparison: 5 similar vehicles

Paw Paw, MI

2015 Cadillac CTS Sedan Premium Collection

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

2015 Cadillac CTS Sedan Premium Collection

Paw Paw, MI

UnscoredInsufficient · 0
$15,99597,320 mi

Paw Paw, MI

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Paw Paw, MI

Unscored
$15,999180,436 mi

Comparison: 40 similar vehicles

Paw Paw, MI

2022 Kia Soul LX

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

2022 Kia Soul LX

Paw Paw, MI

Fair PriceRobust · 74
$16,09961,718 mi

Market: $8,775 – $19,760

Comparison: 74 similar vehicles

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

Paw Paw, MI

2011 Toyota RAV4 Limited

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

2011 Toyota RAV4 Limited

Paw Paw, MI

Unscored
$16,202150,822 mi

Comparison: 14 similar vehicles

Paw Paw, MI

2017 Audi allroad Prestige

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

2017 Audi allroad Prestige

Paw Paw, MI

UnscoredInsufficient · 0
$16,214116,682 mi

Paw Paw, MI

2020 Jeep Grand Cherokee Laredo E

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

2020 Jeep Grand Cherokee Laredo E

Paw Paw, MI

Unscored
$16,400101,045 mi

Comparison: 5 similar vehicles

Paw Paw, MI

2022 Ford Escape SE

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

2022 Ford Escape SE

Paw Paw, MI

Fair PriceModerate · 31
$16,99581,107 mi

Market: $11,995 – $17,900

Comparison: 31 similar vehicles

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

Paw Paw, MI

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Paw Paw, MI

Fair PriceRobust · 201
$16,99577,770 mi

Market: $8,995 – $21,888

Comparison: 201 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Paw Paw, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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