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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

516 listings found

2016 Chevrolet Malibu Limited 1LS

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

2016 Chevrolet Malibu Limited 1LS

Ocala, FL

Unscored
$3,500193,895 mi

Comparison: 9 similar vehicles

Ocala, FL

2004 Chevrolet Blazer LS

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

2004 Chevrolet Blazer LS

Ocala, FL

UnscoredInsufficient · 0
$4,495273,199 mi

Ocala, FL

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Ocala, FL

Unscored
$5,224100,027 mi

Comparison: 9 similar vehicles

Ocala, FL

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Ocala, FL

Unscored
$5,500145,703 mi

Comparison: 18 similar vehicles

Ocala, FL

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Ocala, FL

Unscored
$5,500139,850 mi

Comparison: 8 similar vehicles

Ocala, FL

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Ocala, FL

Unscored
$5,800347,174 mi

Comparison: 5 similar vehicles

Ocala, FL

2014 Chevrolet Impala Police Sedan

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

2014 Chevrolet Impala Police Sedan

Ocala, FL

UnscoredInsufficient · 0
$5,995202,809 mi

Ocala, FL

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Ocala, FL

UnscoredInsufficient · 3
$5,995190,792 mi

Comparison: 3 similar vehicles

Ocala, FL

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Ocala, FL

Unscored
$6,219144,959 mi

Comparison: 30 similar vehicles

Ocala, FL

2011 Chevrolet Suburban LS

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

2011 Chevrolet Suburban LS

Ocala, FL

UnscoredInsufficient · 0
$6,900173,350 mi

Ocala, FL

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Ocala, FL

UnscoredInsufficient · 4
$6,999246,428 mi

Comparison: 4 similar vehicles

Ocala, FL

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Ocala, FL

Unscored
$7,200137,600 mi

Comparison: 36 similar vehicles

Ocala, FL

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Ocala, FL

Unscored
$7,264165,187 mi

Comparison: 15 similar vehicles

Ocala, FL

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Ocala, FL

UnscoredInsufficient · 0
$7,500413 mi

Ocala, FL

2016 Chevrolet Traverse LTZ

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

2016 Chevrolet Traverse LTZ

Ocala, FL

UnscoredInsufficient · 0
$7,995129,611 mi

Ocala, FL

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Ocala, FL

UnscoredInsufficient · 0
$7,995132,958 mi

Ocala, FL

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Ocala, FL

UnscoredInsufficient · 0
$7,999108,820 mi

Ocala, FL

2012 Chevrolet Impala Police Sedan

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

2012 Chevrolet Impala Police Sedan

Ocala, FL

UnscoredInsufficient · 0
$7,99983,566 mi

Ocala, FL

2017 Chevrolet Sonic LS

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

2017 Chevrolet Sonic LS

Ocala, FL

UnscoredInsufficient · 3
$8,28275,886 mi

Comparison: 3 similar vehicles

Ocala, FL

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Ocala, FL

Unscored
$8,995174,169 mi

Comparison: 31 similar vehicles

Ocala, FL

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Ocala, FL

Unscored
$8,995159,539 mi

Comparison: 18 similar vehicles

Ocala, FL

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Ocala, FL

Unscored
$8,995128,260 mi

Comparison: 18 similar vehicles

Ocala, FL

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Ocala, FL

Unscored
$8,995163,778 mi

Comparison: 8 similar vehicles

Ocala, FL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Ocala, FL

Fair PriceModerate · 28
$8,99588,305 mi

Market: $2,290 – $12,784

Comparison: 28 similar vehicles

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

Ocala, FL

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Ocala, FL

OverpricedModerate · 22
$9,015Mileage not verified

Market: $3,995 – $8,995

Comparison: 22 similar vehicles

Ocala, FL

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

Ocala, FL

UnscoredInsufficient · 3
$9,219159,915 mi

Comparison: 3 similar vehicles

Ocala, FL

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Ocala, FL

Fair PriceLimited · 14
$9,49791,137 mi

Market: $4,987 – $9,950

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 284 days listed (based on current market benchmarks)

Ocala, FL

2016 Chevrolet Malibu 1LS

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

2016 Chevrolet Malibu 1LS

Ocala, FL

Fair PriceLimited · 15
$9,50074,320 mi

Market: $4,995 – $13,795

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Ocala, FL

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

Ocala, FL

Unscored
$9,994181,735 mi

Comparison: 17 similar vehicles

Ocala, FL

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Ocala, FL

OverpricedLimited · 15
$9,99589,345 mi

Market: $2,495 – $8,500

Comparison: 15 similar vehicles

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

Ocala, FL

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Ocala, FL

Unscored
$10,004152,918 mi

Comparison: 9 similar vehicles

Ocala, FL

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Ocala, FL

Fair PriceRobust · 61
$10,013101,284 mi

Market: $4,000 – $11,450

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 432 days listed (based on current market benchmarks)

Ocala, FL

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Ocala, FL

Fair PriceLimited · 12
$10,49579,565 mi

Market: $6,900 – $13,599

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Ocala, FL

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Ocala, FL

Fair PriceModerate · 26
$10,495107,872 mi

Market: $1,395 – $11,499

Comparison: 26 similar vehicles

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

Ocala, FL

No Photo

2019 Chevrolet Trax LT

Ocala, FL

Unscored
$10,500136,560 mi

Comparison: 24 similar vehicles

Ocala, FL

2018 Chevrolet Volt LT

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

2018 Chevrolet Volt LT

Ocala, FL

Unscored
$10,694104,252 mi

Comparison: 5 similar vehicles

Ocala, FL

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

Ocala, FL

UnscoredInsufficient · 3
$10,829211,205 mi

Comparison: 3 similar vehicles

Ocala, FL

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Ocala, FL

Unscored
$10,900127,520 mi

Comparison: 51 similar vehicles

Ocala, FL

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Ocala, FL

Unscored
$11,498110,644 mi

Comparison: 9 similar vehicles

Ocala, FL

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Ocala, FL

UnscoredInsufficient · 4
$11,500114,860 mi

Comparison: 4 similar vehicles

Ocala, FL

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Ocala, FL

Unscored
$11,788142,922 mi

Comparison: 21 similar vehicles

Ocala, FL

2014 Chevrolet Silverado 1500 Z71 LTZ

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

2014 Chevrolet Silverado 1500 Z71 LTZ

Ocala, FL

UnscoredInsufficient · 0
$11,995221,328 mi

Ocala, FL

2012 Chevrolet Express LS

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

2012 Chevrolet Express LS

Ocala, FL

UnscoredInsufficient · 0
$12,21996,171 mi

Ocala, FL

2020 Chevrolet Spark LS

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

2020 Chevrolet Spark LS

Ocala, FL

Unscored
$12,59573,694 mi

Comparison: 7 similar vehicles

Ocala, FL

2019 Chevrolet Tahoe LS

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

2019 Chevrolet Tahoe LS

Ocala, FL

Unscored
$12,637209,765 mi

Comparison: 32 similar vehicles

Ocala, FL

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Ocala, FL

UnscoredInsufficient · 0
$12,79327,382 mi

Ocala, FL

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Ocala, FL

Fair PriceLimited · 10
$12,983108,146 mi

Market: $3,000 – $13,800

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Ocala, FL

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

Ocala, FL

Unscored
$12,995204,915 mi

Comparison: 7 similar vehicles

Ocala, FL

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Ocala, FL

Unscored
$13,500186,910 mi

Comparison: 39 similar vehicles

Ocala, FL

2018 Chevrolet Sonic LS

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

2018 Chevrolet Sonic LS

Ocala, FL

UnscoredInsufficient · 0
$13,60088,048 mi

Ocala, FL

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 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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