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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 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

98 listings found

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Zanesville, OH

UnscoredInsufficient · 3
$4,990187,477 mi

Comparison: 3 similar vehicles

Zanesville, OH

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Zanesville, OH

UnscoredInsufficient · 0
$4,990168,424 mi

Zanesville, OH

No Photo

2012 Chevrolet Silverado 1500 LT

Zanesville, OH

UnscoredRobust · 75
$4,990165,565 mi

Comparison: 75 similar vehicles

Zanesville, OH

2011 Chevrolet Impala LTZ

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

2011 Chevrolet Impala LTZ

Zanesville, OH

UnscoredInsufficient · 0
$5,000177,721 mi

Zanesville, OH

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Zanesville, OH

UnscoredLimited · 14
$5,895127,050 mi

Comparison: 14 similar vehicles

Zanesville, OH

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Zanesville, OH

UnscoredModerate · 32
$6,490125,346 mi

Comparison: 32 similar vehicles

Zanesville, OH

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Zanesville, OH

UnscoredModerate · 24
$6,495120,810 mi

Comparison: 24 similar vehicles

Zanesville, OH

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Zanesville, OH

UnscoredInsufficient · 3
$6,990147,258 mi

Comparison: 3 similar vehicles

Zanesville, OH

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Zanesville, OH

Fair PriceLimited · 15
$6,990118,917 mi

Market: $3,295 – $13,250

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 583 days listed (based on current market benchmarks)

Zanesville, OH

No Photo

2009 Chevrolet HHR LT

Zanesville, OH

Fair PriceLimited · 11
$6,99098,425 mi

Market: $2,750 – $10,983

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Zanesville, OH

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Zanesville, OH

Fair PriceModerate · 37
$6,99599,164 mi

Market: $2,995 – $7,995

Comparison: 37 similar vehicles

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

Zanesville, OH

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Zanesville, OH

UnscoredModerate · 27
$7,195143,825 mi

Comparison: 27 similar vehicles

Zanesville, OH

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Zanesville, OH

UnscoredRobust · 85
$7,790131,418 mi

Comparison: 85 similar vehicles

Zanesville, OH

No Photo

2014 Chevrolet Sonic LTZ

Zanesville, OH

UnscoredLimited · 5
$7,99061,270 mi

Comparison: 5 similar vehicles

Zanesville, OH

No Photo

2017 Chevrolet Cruze LS

Zanesville, OH

UnscoredModerate · 41
$8,990120,965 mi

Comparison: 41 similar vehicles

Zanesville, OH

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Zanesville, OH

UnscoredRobust · 75
$8,990140,002 mi

Comparison: 75 similar vehicles

Zanesville, OH

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Zanesville, OH

Fair PriceModerate · 35
$8,99599,686 mi

Market: $4,000 – $11,849

Comparison: 35 similar vehicles

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

Zanesville, OH

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Zanesville, OH

UnscoredLimited · 5
$8,995116,791 mi

Comparison: 5 similar vehicles

Zanesville, OH

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Zanesville, OH

Fair PriceModerate · 36
$8,99570,373 mi

Market: $3,995 – $13,246

Comparison: 36 similar vehicles

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

Zanesville, OH

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Zanesville, OH

UnscoredInsufficient · 3
$9,895143,371 mi

Comparison: 3 similar vehicles

Zanesville, OH

No Photo

2016 Chevrolet Equinox LS

Zanesville, OH

Fair PriceRobust · 51
$9,99095,427 mi

Market: $2,800 – $14,495

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Zanesville, OH

2012 Chevrolet Colorado 1LT

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

2012 Chevrolet Colorado 1LT

Zanesville, OH

UnscoredLimited · 6
$9,99072,539 mi

Comparison: 6 similar vehicles

Zanesville, OH

1985 Chevrolet Corvette

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

1985 Chevrolet Corvette

Zanesville, OH

UnscoredInsufficient · 0
$9,99026,680 mi

Zanesville, OH

2016 Chevrolet Malibu 2LZ Premier

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

2016 Chevrolet Malibu 2LZ Premier

Zanesville, OH

Fair PriceLimited · 15
$9,995112,687 mi

Market: $6,950 – $13,090

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Zanesville, OH

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Zanesville, OH

Fair PriceRobust · 225
$10,943107,922 mi

Market: $5,300 – $25,000

Comparison: 225 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Zanesville, OH

2019 Chevrolet Traverse LS

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

2019 Chevrolet Traverse LS

Zanesville, OH

UnscoredRobust · 61
$10,990158,581 mi

Comparison: 61 similar vehicles

Zanesville, OH

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Zanesville, OH

Fair PriceModerate · 27
$10,99099,346 mi

Market: $3,395 – $14,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Zanesville, OH

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Zanesville, OH

UnscoredInsufficient · 3
$10,995133,790 mi

Comparison: 3 similar vehicles

Zanesville, OH

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Zanesville, OH

UnscoredLimited · 17
$11,495275,735 mi

Comparison: 17 similar vehicles

Zanesville, OH

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Zanesville, OH

UnscoredModerate · 28
$11,943131,252 mi

Comparison: 28 similar vehicles

Zanesville, OH

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Zanesville, OH

UnscoredLimited · 17
$12,590148,857 mi

Comparison: 17 similar vehicles

Zanesville, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Zanesville, OH

Fair PriceRobust · 354
$13,24360,477 mi

Market: $2,033 – $16,026

Comparison: 354 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Zanesville, OH

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Zanesville, OH

UnscoredLimited · 10
$13,995106,312 mi

Comparison: 10 similar vehicles

Zanesville, OH

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Zanesville, OH

UnscoredModerate · 20
$13,995178,069 mi

Comparison: 20 similar vehicles

Zanesville, OH

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Zanesville, OH

Fair PriceRobust · 252
$14,344106,244 mi

Market: $6,373 – $20,980

Comparison: 252 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Zanesville, OH

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Zanesville, OH

Fair PriceRobust · 260
$14,94392,106 mi

Market: $5,400 – $20,275

Comparison: 260 similar vehicles

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

Zanesville, OH

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

Zanesville, OH

UnscoredModerate · 30
$14,990182,526 mi

Comparison: 30 similar vehicles

Zanesville, OH

No Photo

2017 Chevrolet Colorado Work Truck

Zanesville, OH

Fair PriceModerate · 40
$14,99099,700 mi

Market: $7,348 – $22,395

Comparison: 40 similar vehicles

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

Zanesville, OH

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Zanesville, OH

Fair PriceLimited · 17
$14,990117,443 mi

Market: $12,499 – $23,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 953 days listed (based on current market benchmarks)

Zanesville, OH

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Zanesville, OH

UnscoredRobust · 55
$15,890129,448 mi

Comparison: 55 similar vehicles

Zanesville, OH

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Zanesville, OH

UnscoredLimited · 6
$16,24881,282 mi

Comparison: 6 similar vehicles

Zanesville, OH

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Zanesville, OH

UnscoredRobust · 55
$16,495144,050 mi

Comparison: 55 similar vehicles

Zanesville, OH

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Zanesville, OH

UnscoredLimited · 6
$16,94865,593 mi

Comparison: 6 similar vehicles

Zanesville, OH

2022 Chevrolet Trailblazer LT

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

2022 Chevrolet Trailblazer LT

Zanesville, OH

Fair PriceRobust · 117
$17,09762,744 mi

Market: $9,500 – $19,998

Comparison: 117 similar vehicles

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

Zanesville, OH

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Zanesville, OH

Fair PriceLimited · 15
$18,99091,272 mi

Market: $6,950 – $27,438

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 991 days listed (based on current market benchmarks)

Zanesville, OH

2022 Chevrolet Blazer Premier

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

2022 Chevrolet Blazer Premier

Zanesville, OH

UnscoredLimited · 12
$19,125135,316 mi

Comparison: 12 similar vehicles

Zanesville, OH

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Zanesville, OH

Fair PriceRobust · 71
$19,59052,758 mi

Market: $15,999 – $21,406

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Zanesville, OH

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

Zanesville, OH

Fair PriceRobust · 112
$19,990104,974 mi

Market: $13,988 – $27,977

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Zanesville, OH

1993 Chevrolet Corvette

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

1993 Chevrolet Corvette

Zanesville, OH

UnscoredInsufficient · 0
$19,99021,128 mi

Zanesville, OH

2017 Chevrolet Silverado 1500 LTZ

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

2017 Chevrolet Silverado 1500 LTZ

Zanesville, OH

UnscoredLimited · 6
$19,995142,884 mi

Comparison: 6 similar vehicles

Zanesville, OH

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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