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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

110 listings found

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Manistique, MI

UnscoredInsufficient · 0
$4,309132,324 mi

Manistique, MI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Newberry, MI

UnscoredModerate · 37
$4,995199,167 mi

Comparison: 37 similar vehicles

Newberry, MI

2007 Saturn VUE 3.5L

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

2007 Saturn VUE 3.5L

Newberry, MI

UnscoredInsufficient · 0
$4,99595,578 mi

Newberry, MI

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Manistique, MI

UnscoredLimited · 7
$6,309208,008 mi

Comparison: 7 similar vehicles

Manistique, MI

2002 Ford Explorer XLS

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

2002 Ford Explorer XLS

Manistique, MI

UnscoredInsufficient · 0
$6,309112,624 mi

Manistique, MI

2013 Ford Escape SEL

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

2013 Ford Escape SEL

St. Ignace, MI

UnscoredLimited · 8
$6,477158,663 mi

Comparison: 8 similar vehicles

St. Ignace, MI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Manistique, MI

UnscoredModerate · 36
$7,309154,000 mi

Comparison: 36 similar vehicles

Manistique, MI

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Manistique, MI

UnscoredLimited · 7
$8,309136,871 mi

Comparison: 7 similar vehicles

Manistique, MI

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Newberry, MI

UnscoredInsufficient · 0
$8,995178,897 mi

Newberry, MI

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Newberry, MI

UnscoredInsufficient · 3
$8,995151,222 mi

Comparison: 3 similar vehicles

Newberry, MI

2010 GMC Terrain SLE-2

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

2010 GMC Terrain SLE-2

Manistique, MI

UnscoredInsufficient · 0
$9,309150,135 mi

Manistique, MI

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Newberry, MI

UnscoredInsufficient · 3
$9,525144,362 mi

Comparison: 3 similar vehicles

Newberry, MI

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

St. Ignace, MI

UnscoredLimited · 17
$9,741125,943 mi

Comparison: 17 similar vehicles

St. Ignace, MI

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

Manistique, MI

UnscoredInsufficient · 4
$10,279164,722 mi

Comparison: 4 similar vehicles

Manistique, MI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Manistique, MI

UnscoredLimited · 19
$10,309145,500 mi

Comparison: 19 similar vehicles

Manistique, MI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Manistique, MI

Fair PriceLimited · 19
$10,309113,979 mi

Market: $6,500 – $11,687

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 585 days listed (based on current market benchmarks)

Manistique, MI

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Manistique, MI

UnscoredLimited · 11
$11,309128,740 mi

Comparison: 11 similar vehicles

Manistique, MI

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Newberry, MI

OverpricedLimited · 19
$11,900117,357 mi

Market: $7,175 – $10,490

Comparison: 19 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Newberry, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Manistique, MI

UnscoredRobust · 60
$12,309156,390 mi

Comparison: 60 similar vehicles

Manistique, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Newberry, MI

UnscoredModerate · 35
$12,450135,676 mi

Comparison: 35 similar vehicles

Newberry, MI

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Manistique, MI

UnscoredLimited · 8
$13,27596,364 mi

Comparison: 8 similar vehicles

Manistique, MI

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Newberry, MI

UnscoredLimited · 5
$16,55071,731 mi

Comparison: 5 similar vehicles

Newberry, MI

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

St. Ignace, MI

UnscoredInsufficient · 0
$16,987118,258 mi

St. Ignace, MI

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Manistique, MI

UnscoredInsufficient · 0
$19,30956,284 mi

Manistique, MI

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Manistique, MI

OverpricedLimited · 11
$20,30992,000 mi

Market: $3,995 – $10,719

Comparison: 11 similar vehicles

Priced ~89% above the typical market range for similar vehicles (based on current market benchmarks)

Manistique, MI

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Newberry, MI

OverpricedLimited · 11
$20,82593,584 mi

Market: $13,995 – $18,854

Comparison: 11 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Newberry, MI

2017 GMC Yukon XL Denali

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

2017 GMC Yukon XL Denali

Newberry, MI

UnscoredInsufficient · 0
$20,995139,884 mi

Newberry, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

St. Ignace, MI

Fair PriceModerate · 30
$21,68883,145 mi

Market: $19,277 – $25,279

Comparison: 30 similar vehicles

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

St. Ignace, MI

2022 Jeep Compass Altitude

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

2022 Jeep Compass Altitude

St. Ignace, MI

UnscoredInsufficient · 0
$21,76757,233 mi

St. Ignace, MI

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Manistique, MI

UnscoredInsufficient · 4
$21,80920,577 mi

Comparison: 4 similar vehicles

Manistique, MI

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Newberry, MI

UnscoredInsufficient · 0
$21,995173,462 mi

Newberry, MI

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Manistique, MI

Fair PriceModerate · 27
$22,30933,097 mi

Market: $18,777 – $25,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Manistique, MI

2019 Chevrolet Tahoe LT

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

2019 Chevrolet Tahoe LT

Newberry, MI

UnscoredLimited · 12
$23,988126,509 mi

Comparison: 12 similar vehicles

Newberry, MI

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

St. Ignace, MI

UnscoredInsufficient · 3
$24,233119,885 mi

Comparison: 3 similar vehicles

St. Ignace, MI

2023 Chevrolet TrailBlazer Activ

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

2023 Chevrolet TrailBlazer Activ

Manistique, MI

Fair PriceLimited · 12
$24,30911,354 mi

Market: $24,304 – $29,995

Comparison: 12 similar vehicles

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

Manistique, MI

2017 Chevrolet Suburban LT

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

2017 Chevrolet Suburban LT

Newberry, MI

UnscoredLimited · 5
$24,88398,735 mi

Comparison: 5 similar vehicles

Newberry, MI

2020 Jeep Grand Cherokee North Edition

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

2020 Jeep Grand Cherokee North Edition

Newberry, MI

UnscoredInsufficient · 0
$24,95049,034 mi

Newberry, MI

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Newberry, MI

UnscoredLimited · 8
$24,97970,106 mi

Comparison: 8 similar vehicles

Newberry, MI

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Manistique, MI

Fair PriceRobust · 245
$24,995Mileage not verified

Market: $23,911 – $28,959

Comparison: 245 similar vehicles

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

Manistique, MI

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Manistique, MI

OverpricedLimited · 15
$25,30921,078 mi

Market: $21,974 – $24,995

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Manistique, MI

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Manistique, MI

OverpricedLimited · 14
$25,30977,536 mi

Market: $12,544 – $18,376

Comparison: 14 similar vehicles

Priced ~38% above the typical market range for similar vehicles (based on current market benchmarks)

Manistique, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Manistique, MI

Fair PriceRobust · 339
$25,404Mileage not verified

Market: $23,267 – $28,448

Comparison: 339 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Manistique, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Manistique, MI

Fair PriceModerate · 36
$25,77533,000 mi

Market: $25,225 – $29,995

Comparison: 36 similar vehicles

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

Manistique, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Manistique, MI

Fair PriceRobust · 160
$26,30928,613 mi

Market: $20,814 – $27,904

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Manistique, MI

2024 Chevrolet Equinox RS

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

2024 Chevrolet Equinox RS

Manistique, MI

UnscoredInsufficient · 0
$26,30961,388 mi

Manistique, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Manistique, MI

Fair PriceRobust · 339
$26,934Mileage not verified

Market: $23,267 – $28,448

Comparison: 339 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Manistique, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Manistique, MI

Fair PriceRobust · 339
$26,934Mileage not verified

Market: $23,267 – $28,448

Comparison: 339 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Manistique, MI

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Newberry, MI

UnscoredInsufficient · 0
$26,99518,099 mi

Newberry, MI

2024 Chevrolet TrailBlazer RS

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

2024 Chevrolet TrailBlazer RS

Manistique, MI

UnscoredInsufficient · 4
$27,30915,369 mi

Comparison: 4 similar vehicles

Manistique, MI

2023 Chevrolet Blazer 2LT

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

2023 Chevrolet Blazer 2LT

St. Ignace, MI

Fair PriceLimited · 13
$27,45533,459 mi

Market: $22,969 – $28,809

Comparison: 13 similar vehicles

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

St. Ignace, MI

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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