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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

647 listings found

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Lake Orion, MI

Unscored
$2,888222,034 mi

Comparison: 8 similar vehicles

Lake Orion, MI

2014 Ford Taurus SE

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

2014 Ford Taurus SE

Lake Orion, MI

UnscoredInsufficient · 0
$5,388188,334 mi

Lake Orion, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Lake Orion, MI

Unscored
$8,668130,208 mi

Comparison: 76 similar vehicles

Lake Orion, MI

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Lake Orion, MI

Fair PriceLimited · 13
$8,88857,120 mi

Market: $8,000 – $11,512

Comparison: 13 similar vehicles

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

Lake Orion, MI

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Lake Orion, MI

Salvage title
$8,88835,493 mi

Lake Orion, MI

2017 Buick Envision Premium I

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

2017 Buick Envision Premium I

Lake Orion, MI

Unscored
$10,153150,848 mi

Comparison: 8 similar vehicles

Lake Orion, MI

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Lake Orion, MI

Unscored
$12,88890,901 mi

Comparison: 8 similar vehicles

Lake Orion, MI

2015 Subaru Forester i Touring

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

2015 Subaru Forester i Touring

Lake Orion, MI

OverpricedLimited · 13
$14,48899,780 mi

Market: $4,495 – $14,255

Comparison: 13 similar vehicles

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

Lake Orion, MI

2015 MINI Cooper S

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

2015 MINI Cooper S

Lake Orion, MI

UnscoredInsufficient · 0
$14,77437,930 mi

Lake Orion, MI

No Photo

2019 GMC Acadia SLE-1

Lake Orion, MI

Fair PriceModerate · 34
$14,888116,176 mi

Market: $9,995 – $16,214

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Lake Orion, MI

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Lake Orion, MI

UnscoredInsufficient · 0
$15,68821,624 mi

Lake Orion, MI

2021 Jeep Cherokee 80TH

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

2021 Jeep Cherokee 80TH

Lake Orion, MI

Unscored
$16,23088,429 mi

Comparison: 8 similar vehicles

Lake Orion, MI

2022 Chevrolet Blazer 2LT

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

2022 Chevrolet Blazer 2LT

Lake Orion, MI

Fair PriceModerate · 32
$16,49796,048 mi

Market: $15,495 – $21,006

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Lake Orion, MI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Lake Orion, MI

UnscoredInsufficient · 0
$17,60928,590 mi

Lake Orion, MI

2024 Chevrolet TrailBlazer LS

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

2024 Chevrolet TrailBlazer LS

Lake Orion, MI

Unscored
$17,75444,799 mi

Comparison: 9 similar vehicles

Lake Orion, MI

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Lake Orion, MI

Fair PriceLimited · 14
$17,77449,109 mi

Market: $14,995 – $20,291

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Lake Orion, MI

2021 Nissan Murano SV

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

2021 Nissan Murano SV

Lake Orion, MI

UnscoredInsufficient · 4
$17,98857,119 mi

Comparison: 4 similar vehicles

Lake Orion, MI

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Lake Orion, MI

UnscoredInsufficient · 3
$17,988134,482 mi

Comparison: 3 similar vehicles

Lake Orion, MI

2019 Chevrolet Tahoe LS

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

2019 Chevrolet Tahoe LS

Lake Orion, MI

Fair PriceLimited · 17
$18,274116,629 mi

Market: $13,499 – $20,995

Comparison: 17 similar vehicles

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

Lake Orion, MI

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Lake Orion, MI

UnscoredInsufficient · 3
$18,28857,125 mi

Comparison: 3 similar vehicles

Lake Orion, MI

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Lake Orion, MI

Fair PriceLimited · 17
$18,48823,720 mi

Market: $18,975 – $21,288

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 222 days listed (based on current market benchmarks)

Lake Orion, MI

2017 GMC Terrain Denali

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

2017 GMC Terrain Denali

Lake Orion, MI

UnscoredInsufficient · 0
$18,60932,460 mi

Lake Orion, MI

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Lake Orion, MI

OverpricedModerate · 28
$18,888124,563 mi

Market: $9,850 – $16,014

Comparison: 28 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Orion, MI

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Lake Orion, MI

Fair PriceRobust · 68
$19,26037,446 mi

Market: $18,502 – $21,997

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Lake Orion, MI

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Lake Orion, MI

Fair PriceLimited · 13
$19,28823,455 mi

Market: $17,775 – $21,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Lake Orion, MI

2018 RAM 1500 ST

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

2018 RAM 1500 ST

Lake Orion, MI

UnscoredInsufficient · 3
$19,48867,340 mi

Comparison: 3 similar vehicles

Lake Orion, MI

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Lake Orion, MI

Fair PriceRobust · 68
$19,76930,068 mi

Market: $18,502 – $21,997

Comparison: 68 similar vehicles

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

Lake Orion, MI

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Lake Orion, MI

Unscored
$19,88869,873 mi

Comparison: 5 similar vehicles

Lake Orion, MI

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Lake Orion, MI

Fair PriceModerate · 35
$19,99842,842 mi

Market: $18,123 – $21,163

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Lake Orion, MI

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Lake Orion, MI

Fair PriceModerate · 27
$20,23439,150 mi

Market: $19,309 – $21,109

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Lake Orion, MI

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Lake Orion, MI

Great DealModerate · 33
$20,26425,833 mi

Market: $21,314 – $23,308

Comparison: 33 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Lake Orion, MI

2024 Chevrolet Malibu RS

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

2024 Chevrolet Malibu RS

Lake Orion, MI

Unscored
$20,48226,372 mi

Comparison: 5 similar vehicles

Lake Orion, MI

2022 Chevrolet Traverse LS

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

2022 Chevrolet Traverse LS

Lake Orion, MI

Unscored
$20,73470,690 mi

Comparison: 8 similar vehicles

Lake Orion, MI

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Lake Orion, MI

Fair PriceModerate · 23
$20,88873,453 mi

Market: $14,809 – $21,995

Comparison: 23 similar vehicles

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

Lake Orion, MI

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Lake Orion, MI

Fair PriceModerate · 35
$20,98842,886 mi

Market: $18,123 – $21,163

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Lake Orion, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lake Orion, MI

Fair PriceRobust · 374
$21,23415,406 mi

Market: $20,800 – $28,995

Comparison: 374 similar vehicles

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

Lake Orion, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lake Orion, MI

Fair PriceRobust · 508
$21,67229,678 mi

Market: $15,995 – $26,308

Comparison: 508 similar vehicles

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

Lake Orion, MI

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Lake Orion, MI

UnscoredInsufficient · 4
$21,98863,460 mi

Comparison: 4 similar vehicles

Lake Orion, MI

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Lake Orion, MI

Fair PriceRobust · 118
$22,22679,772 mi

Market: $13,495 – $27,603

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Lake Orion, MI

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Lake Orion, MI

Fair PriceLimited · 10
$22,28837,086 mi

Market: $19,536 – $22,614

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Lake Orion, MI

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Lake Orion, MI

Fair PriceRobust · 525
$22,462Mileage not verified

Market: $22,178 – $26,094

Comparison: 525 similar vehicles

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

Lake Orion, MI

2024 Chevrolet TrailBlazer RS

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

2024 Chevrolet TrailBlazer RS

Lake Orion, MI

Fair PriceModerate · 26
$22,48031,996 mi

Market: $22,029 – $25,299

Comparison: 26 similar vehicles

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

Lake Orion, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lake Orion, MI

Fair PriceRobust · 508
$22,58329,026 mi

Market: $15,995 – $26,308

Comparison: 508 similar vehicles

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

Lake Orion, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Lake Orion, MI

Fair PriceRobust · 2464
$22,654Mileage not verified

Market: $22,181 – $50,931

Comparison: 2464 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Lake Orion, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Lake Orion, MI

Fair PriceRobust · 2464
$22,654Mileage not verified

Market: $22,181 – $50,931

Comparison: 2464 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Lake Orion, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Lake Orion, MI

Fair PriceRobust · 2464
$22,654Mileage not verified

Market: $22,181 – $50,931

Comparison: 2464 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Lake Orion, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Lake Orion, MI

Fair PriceRobust · 2464
$22,921Mileage not verified

Market: $22,181 – $50,931

Comparison: 2464 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Lake Orion, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Lake Orion, MI

OverpricedLimited · 11
$22,98813,719 mi

Market: $22,309 – $22,909

Comparison: 11 similar vehicles

Lake Orion, MI

2018 Chevrolet Silverado 1500 Custom

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

2018 Chevrolet Silverado 1500 Custom

Lake Orion, MI

Unscored
$22,98873,318 mi

Comparison: 9 similar vehicles

Lake Orion, MI

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

Lake Orion, MI

Fair PriceRobust · 78
$22,98872,227 mi

Market: $9,900 – $25,214

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Lake Orion, MI

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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