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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 13, 2026

7.2M+

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

217 listings found

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Pittsburg, KS

UnscoredInsufficient · 4
$4,900228,022 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2009 Ford Fusion S

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

2009 Ford Fusion S

Pittsburg, KS

UnscoredInsufficient · 0
$4,999207,100 mi

Pittsburg, KS

2014 Ford Fusion SE Hybrid

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

2014 Ford Fusion SE Hybrid

Pittsburg, KS

Unscored
$5,286188,500 mi

Comparison: 9 similar vehicles

Pittsburg, KS

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Pittsburg, KS

Unscored
$7,900112,819 mi

Comparison: 9 similar vehicles

Pittsburg, KS

2008 Ford F-150 Lariat

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

2008 Ford F-150 Lariat

Pittsburg, KS

UnscoredInsufficient · 4
$7,900165,001 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Pittsburg, KS

Unscored
$7,950199,644 mi

Comparison: 6 similar vehicles

Pittsburg, KS

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Pittsburg, KS

Unscored
$7,950141,643 mi

Comparison: 8 similar vehicles

Pittsburg, KS

No Photo

2011 Ford F-250 Super Duty XL

Pittsburg, KS

Unscored
$7,995185,589 mi

Comparison: 9 similar vehicles

Pittsburg, KS

2001 Ford Escape XLS

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

2001 Ford Escape XLS

Pittsburg, KS

UnscoredInsufficient · 0
$7,999230,077 mi

Pittsburg, KS

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Pittsburg, KS

UnscoredInsufficient · 4
$8,750199,682 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Pittsburg, KS

Unscored
$8,90067,262 mi

Comparison: 7 similar vehicles

Pittsburg, KS

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Pittsburg, KS

UnscoredInsufficient · 4
$8,900254,424 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Pittsburg, KS

Unscored
$8,950159,029 mi

Comparison: 48 similar vehicles

Pittsburg, KS

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Pittsburg, KS

Fair PriceModerate · 38
$8,950108,212 mi

Market: $6,000 – $17,295

Comparison: 38 similar vehicles

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

Pittsburg, KS

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Pittsburg, KS

UnscoredInsufficient · 4
$8,950144,893 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Pittsburg, KS

Unscored
$8,999226,678 mi

Comparison: 8 similar vehicles

Pittsburg, KS

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Pittsburg, KS

Fair PriceModerate · 32
$9,300118,075 mi

Market: $3,495 – $15,995

Comparison: 32 similar vehicles

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

Pittsburg, KS

2019 Kia Optima S

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

2019 Kia Optima S

Pittsburg, KS

Fair PriceLimited · 13
$9,450106,096 mi

Market: $9,295 – $14,689

Comparison: 13 similar vehicles

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

Pittsburg, KS

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Pittsburg, KS

Fair PriceModerate · 49
$9,850118,504 mi

Market: $8,500 – $16,483

Comparison: 49 similar vehicles

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

Pittsburg, KS

2013 Hyundai Tucson Limited

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

2013 Hyundai Tucson Limited

Pittsburg, KS

UnscoredInsufficient · 0
$9,950125,754 mi

Pittsburg, KS

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Pittsburg, KS

Fair PriceLimited · 14
$10,55070,264 mi

Market: $6,999 – $15,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Pittsburg, KS

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Pittsburg, KS

Unscored
$10,90089,093 mi

Comparison: 7 similar vehicles

Pittsburg, KS

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Pittsburg, KS

UnscoredInsufficient · 4
$10,950138,244 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Pittsburg, KS

Unscored
$10,950143,015 mi

Comparison: 6 similar vehicles

Pittsburg, KS

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Pittsburg, KS

Unscored
$10,950131,820 mi

Comparison: 15 similar vehicles

Pittsburg, KS

2009 Nissan Frontier SE

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

2009 Nissan Frontier SE

Pittsburg, KS

UnscoredInsufficient · 0
$10,950132,819 mi

Pittsburg, KS

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Pittsburg, KS

Unscored
$11,450153,899 mi

Comparison: 18 similar vehicles

Pittsburg, KS

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Pittsburg, KS

Unscored
$11,90098,714 mi

Comparison: 6 similar vehicles

Pittsburg, KS

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Pittsburg, KS

UnscoredInsufficient · 3
$11,900156,304 mi

Comparison: 3 similar vehicles

Pittsburg, KS

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Pittsburg, KS

Unscored
$11,900143,033 mi

Comparison: 17 similar vehicles

Pittsburg, KS

2006 Ford F-150

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

2006 Ford F-150

Pittsburg, KS

UnscoredInsufficient · 0
$11,90081,994 mi

Pittsburg, KS

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Pittsburg, KS

Fair PriceLimited · 17
$11,950108,571 mi

Market: $8,495 – $14,950

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Pittsburg, KS

2009 Jeep Wrangler Unlimited Sahara

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

2009 Jeep Wrangler Unlimited Sahara

Pittsburg, KS

Unscored
$11,950144,583 mi

Comparison: 8 similar vehicles

Pittsburg, KS

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Pittsburg, KS

Fair PriceLimited · 15
$12,28674,263 mi

Market: $7,499 – $12,990

Comparison: 15 similar vehicles

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

Pittsburg, KS

2016 Ford C-Max SE

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

2016 Ford C-Max SE

Pittsburg, KS

UnscoredInsufficient · 0
$12,28666,075 mi

Pittsburg, KS

2007 GMC Sierra 3500 SLE2

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

2007 GMC Sierra 3500 SLE2

Pittsburg, KS

UnscoredInsufficient · 0
$12,900Mileage not verified

Pittsburg, KS

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Pittsburg, KS

Unscored
$12,950144,880 mi

Comparison: 24 similar vehicles

Pittsburg, KS

2012 GMC Yukon SLT

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

2012 GMC Yukon SLT

Pittsburg, KS

Unscored
$12,950142,671 mi

Comparison: 8 similar vehicles

Pittsburg, KS

2018 Ford Focus SE

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

2018 Ford Focus SE

Pittsburg, KS

UnscoredInsufficient · 0
$12,99558,459 mi

Pittsburg, KS

No Photo

2018 Ford Escape SE

Pittsburg, KS

UnscoredInsufficient · 0
$12,9957,936 mi

Pittsburg, KS

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Pittsburg, KS

Fair PriceModerate · 36
$13,286100,000 mi

Market: $9,900 – $15,398

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Pittsburg, KS

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Pittsburg, KS

Fair PriceLimited · 15
$13,28670,545 mi

Market: $13,286 – $16,099

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Pittsburg, KS

2018 Hyundai IONIQ Blue

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

2018 Hyundai IONIQ Blue

Pittsburg, KS

Great DealLimited · 17
$13,28653,041 mi

Market: $14,500 – $14,613

Comparison: 17 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 69 days listed (based on current market benchmarks)

Pittsburg, KS

2021 Ford Escape S

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

2021 Ford Escape S

Pittsburg, KS

Unscored
$14,28686,677 mi

Comparison: 5 similar vehicles

Pittsburg, KS

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Pittsburg, KS

Great DealModerate · 31
$14,28672,795 mi

Market: $15,049 – $16,584

Comparison: 31 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 71 days listed (based on current market benchmarks)

Pittsburg, KS

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Pittsburg, KS

Unscored
$14,28661,625 mi

Comparison: 10 similar vehicles

Pittsburg, KS

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Pittsburg, KS

Fair PriceModerate · 25
$14,28637,823 mi

Market: $14,286 – $17,099

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Pittsburg, KS

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Pittsburg, KS

Fair PriceModerate · 20
$14,28640,759 mi

Market: $14,286 – $15,286

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Pittsburg, KS

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Pittsburg, KS

Fair PriceLimited · 15
$14,28655,235 mi

Market: $14,286 – $15,286

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Pittsburg, KS

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Pittsburg, KS

Fair PriceLimited · 15
$14,28658,641 mi

Market: $14,286 – $15,286

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Pittsburg, KS

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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