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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 3, 2026

6.8M+

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

136 listings found

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Bowling Green, MO

Unscored
$5,995132,649 mi

Comparison: 6 similar vehicles

Bowling Green, MO

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Bowling Green, MO

Unscored
$5,995148,985 mi

Comparison: 14 similar vehicles

Bowling Green, MO

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Bowling Green, MO

Unscored
$5,995190,060 mi

Comparison: 19 similar vehicles

Bowling Green, MO

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Bowling Green, MO

Unscored
$6,250240,845 mi

Comparison: 17 similar vehicles

Bowling Green, MO

2007 Audi A3 Base

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

2007 Audi A3 Base

Bowling Green, MO

UnscoredInsufficient · 0
$6,500145,579 mi

Bowling Green, MO

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Bowling Green, MO

UnscoredInsufficient · 0
$6,995154,080 mi

Bowling Green, MO

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Bowling Green, MO

Unscored
$7,250164,070 mi

Comparison: 16 similar vehicles

Bowling Green, MO

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Bowling Green, MO

Unscored
$7,500204,051 mi

Comparison: 7 similar vehicles

Bowling Green, MO

2018 Chevrolet Cruze Premier

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

2018 Chevrolet Cruze Premier

Bowling Green, MO

UnscoredInsufficient · 0
$8,500108,278 mi

Bowling Green, MO

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Bowling Green, MO

Salvage title
$8,99580,510 mi

Bowling Green, MO

2015 Volvo XC60 Platinum

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

2015 Volvo XC60 Platinum

Bowling Green, MO

UnscoredInsufficient · 0
$10,750140,898 mi

Bowling Green, MO

2022 Mitsubishi Outlander ES

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

2022 Mitsubishi Outlander ES

Bowling Green, MO

Unscored
$10,995175,675 mi

Comparison: 7 similar vehicles

Bowling Green, MO

2016 BMW 3 Series 328i

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

2016 BMW 3 Series 328i

Bowling Green, MO

UnscoredInsufficient · 3
$10,995132,470 mi

Comparison: 3 similar vehicles

Bowling Green, MO

2019 Ford Escape S

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

2019 Ford Escape S

Bowling Green, MO

Fair PriceLimited · 16
$11,50079,471 mi

Market: $6,995 – $16,584

Comparison: 16 similar vehicles

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

Bowling Green, MO

2018 Volkswagen Atlas SE

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

2018 Volkswagen Atlas SE

Bowling Green, MO

UnscoredInsufficient · 3
$11,995171,135 mi

Comparison: 3 similar vehicles

Bowling Green, MO

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Bowling Green, MO

Fair PriceModerate · 27
$11,99571,275 mi

Market: $6,795 – $16,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Bowling Green, MO

2013 Lexus RX 350

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

2013 Lexus RX 350

Bowling Green, MO

Unscored
$12,995142,207 mi

Comparison: 25 similar vehicles

Bowling Green, MO

2018 GMC Acadia SLE-1

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

2018 GMC Acadia SLE-1

Bowling Green, MO

Unscored
$13,750103,945 mi

Comparison: 5 similar vehicles

Bowling Green, MO

2019 Chevrolet Traverse High Country

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

2019 Chevrolet Traverse High Country

Bowling Green, MO

Unscored
$13,995177,710 mi

Comparison: 16 similar vehicles

Bowling Green, MO

2011 RAM 2500 Pickup ST

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

2011 RAM 2500 Pickup ST

Bowling Green, MO

UnscoredInsufficient · 0
$17,995111,187 mi

Bowling Green, MO

2018 Cadillac XT5 Luxury

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

2018 Cadillac XT5 Luxury

Bowling Green, MO

OverpricedModerate · 29
$18,54691,827 mi

Market: $10,995 – $17,903

Comparison: 29 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Bowling Green, MO

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Bowling Green, MO

Fair PriceModerate · 42
$21,94297,801 mi

Market: $14,812 – $24,549

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Bowling Green, MO

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Bowling Green, MO

Fair PriceRobust · 188
$23,48835,610 mi

Market: $17,899 – $25,410

Comparison: 188 similar vehicles

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

Bowling Green, MO

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Bowling Green, MO

OverpricedLimited · 11
$23,94548,639 mi

Market: $19,656 – $22,231

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Bowling Green, MO

2024 Mitsubishi Outlander ES

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

2024 Mitsubishi Outlander ES

Bowling Green, MO

UnscoredInsufficient · 3
$23,98517,276 mi

Comparison: 3 similar vehicles

Bowling Green, MO

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Bowling Green, MO

Fair PriceLimited · 12
$24,084Mileage not verified

Market: $22,245 – $25,065

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Bowling Green, MO

2023 Chevrolet Equinox Premier

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

2023 Chevrolet Equinox Premier

Bowling Green, MO

Fair PriceModerate · 39
$24,57275,601 mi

Market: $15,599 – $26,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Bowling Green, MO

Fair PriceRobust · 67
$24,985Mileage not verified

Market: $24,229 – $29,405

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Bowling Green, MO

Fair PriceRobust · 107
$25,380Mileage not verified

Market: $21,894 – $28,617

Comparison: 107 similar vehicles

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

Bowling Green, MO

2023 Ford Escape Active

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

2023 Ford Escape Active

Bowling Green, MO

Fair PriceRobust · 128
$25,38529,027 mi

Market: $19,990 – $29,900

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Bowling Green, MO

Fair PriceRobust · 108
$25,779Mileage not verified

Market: $21,894 – $28,617

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Bowling Green, MO

Fair PriceRobust · 67
$26,330470 mi

Market: $24,229 – $29,405

Comparison: 67 similar vehicles

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

Bowling Green, MO

2019 Toyota Highlander Limited

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

2019 Toyota Highlander Limited

Bowling Green, MO

Fair PriceModerate · 22
$26,550108,671 mi

Market: $23,515 – $31,167

Comparison: 22 similar vehicles

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

Bowling Green, MO

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Bowling Green, MO

Fair PriceLimited · 18
$26,57315,772 mi

Market: $22,595 – $26,920

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Bowling Green, MO

Fair PriceModerate · 34
$26,989Mileage not verified

Market: $24,649 – $29,645

Comparison: 34 similar vehicles

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

Bowling Green, MO

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Bowling Green, MO

Fair PriceRobust · 82
$26,99729,966 mi

Market: $24,500 – $28,912

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Bowling Green, MO

Fair PriceModerate · 34
$27,384Mileage not verified

Market: $24,649 – $29,645

Comparison: 34 similar vehicles

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

Bowling Green, MO

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Bowling Green, MO

Fair PriceModerate · 34
$27,384Mileage not verified

Market: $24,649 – $29,645

Comparison: 34 similar vehicles

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

Bowling Green, MO

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Bowling Green, MO

OverpricedModerate · 35
$27,84227,633 mi

Market: $20,312 – $27,590

Comparison: 35 similar vehicles

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

Bowling Green, MO

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Bowling Green, MO

UnscoredInsufficient · 0
$27,86642,053 mi

Bowling Green, MO

2023 Ford Escape Platinum

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

2023 Ford Escape Platinum

Bowling Green, MO

Fair PriceLimited · 14
$28,56012,812 mi

Market: $27,377 – $30,138

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Bowling Green, MO

2024 Chevrolet Blazer 2LT

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

2024 Chevrolet Blazer 2LT

Bowling Green, MO

OverpricedLimited · 12
$28,56329,987 mi

Market: $24,000 – $25,899

Comparison: 12 similar vehicles

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

Bowling Green, MO

2023 Chevrolet Blazer 2LT

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

2023 Chevrolet Blazer 2LT

Bowling Green, MO

Fair PriceRobust · 58
$28,57224,267 mi

Market: $23,613 – $28,799

Comparison: 58 similar vehicles

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

Bowling Green, MO

2025 Mazda CX-5 S Preferred package

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

2025 Mazda CX-5 S Preferred package

Bowling Green, MO

OverpricedRobust · 127
$29,58532,271 mi

Market: $22,512 – $29,537

Comparison: 127 similar vehicles

Bowling Green, MO

2022 Honda Pilot Elite

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

2022 Honda Pilot Elite

Bowling Green, MO

Fair PriceLimited · 10
$30,967108,381 mi

Market: $25,900 – $34,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Bowling Green, MO

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Bowling Green, MO

Fair PriceModerate · 37
$31,329Mileage not verified

Market: $24,989 – $34,645

Comparison: 37 similar vehicles

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

Bowling Green, MO

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Bowling Green, MO

Fair PriceModerate · 37
$31,329Mileage not verified

Market: $24,989 – $34,645

Comparison: 37 similar vehicles

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

Bowling Green, MO

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Bowling Green, MO

Fair PriceModerate · 36
$31,409Mileage not verified

Market: $23,849 – $32,280

Comparison: 36 similar vehicles

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

Bowling Green, MO

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Bowling Green, MO

Fair PriceLimited · 15
$32,210Mileage not verified

Market: $29,119 – $42,775

Comparison: 15 similar vehicles

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

Bowling Green, MO

2024 GMC Terrain Denali

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

2024 GMC Terrain Denali

Bowling Green, MO

Unscored
$33,42652,269 mi

Comparison: 7 similar vehicles

Bowling Green, MO

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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