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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

41 listings found

2017 Chevrolet Sonic LS

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

2017 Chevrolet Sonic LS

Rimersburg, PA

UnscoredInsufficient · 4
$7,94861,952 mi

Comparison: 4 similar vehicles

Rimersburg, PA

2008 smart fortwo passion

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

2008 smart fortwo passion

Rimersburg, PA

UnscoredInsufficient · 0
$8,99057,605 mi

Rimersburg, PA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Rimersburg, PA

UnscoredLimited · 9
$11,99057,275 mi

Comparison: 9 similar vehicles

Rimersburg, PA

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Rimersburg, PA

Fair PriceModerate · 21
$12,28763,971 mi

Market: $6,950 – $12,995

Comparison: 21 similar vehicles

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

Rimersburg, PA

2011 Scion xB Base

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

2011 Scion xB Base

Rimersburg, PA

UnscoredInsufficient · 0
$12,99037,326 mi

Rimersburg, PA

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Rimersburg, PA

UnscoredInsufficient · 0
$13,89046,768 mi

Rimersburg, PA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Rimersburg, PA

UnscoredInsufficient · 0
$13,99048,806 mi

Rimersburg, PA

2017 Jeep Renegade Trailhawk

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

2017 Jeep Renegade Trailhawk

Rimersburg, PA

UnscoredInsufficient · 0
$14,82649,448 mi

Rimersburg, PA

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Rimersburg, PA

UnscoredInsufficient · 0
$14,99055,937 mi

Rimersburg, PA

2013 Mercedes-Benz M-Class ML550

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

2013 Mercedes-Benz M-Class ML550

Rimersburg, PA

UnscoredInsufficient · 0
$15,50069,519 mi

Rimersburg, PA

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Rimersburg, PA

Fair PriceModerate · 24
$15,87148,736 mi

Market: $10,950 – $18,020

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Rimersburg, PA

2023 Kia Rio S

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

2023 Kia Rio S

Rimersburg, PA

UnscoredLimited · 5
$15,99027,714 mi

Comparison: 5 similar vehicles

Rimersburg, PA

2020 Hyundai Kona SEL

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

2020 Hyundai Kona SEL

Rimersburg, PA

UnscoredLimited · 9
$15,99057,281 mi

Comparison: 9 similar vehicles

Rimersburg, PA

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Rimersburg, PA

UnscoredInsufficient · 3
$15,99047,204 mi

Comparison: 3 similar vehicles

Rimersburg, PA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Rimersburg, PA

OverpricedRobust · 105
$16,29067,291 mi

Market: $6,700 – $16,143

Comparison: 105 similar vehicles

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

Rimersburg, PA

2017 Nissan Rogue Sport SV

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

2017 Nissan Rogue Sport SV

Rimersburg, PA

UnscoredInsufficient · 0
$16,36337,057 mi

Rimersburg, PA

2019 Subaru Forester Base

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

2019 Subaru Forester Base

Rimersburg, PA

UnscoredLimited · 6
$16,80166,095 mi

Comparison: 6 similar vehicles

Rimersburg, PA

2024 Kia Soul LX

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

2024 Kia Soul LX

Rimersburg, PA

Fair PriceModerate · 41
$16,89036,077 mi

Market: $15,970 – $20,247

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 299 days listed (based on current market benchmarks)

Rimersburg, PA

2016 Honda Civic LX

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

2016 Honda Civic LX

Rimersburg, PA

Fair PriceRobust · 52
$16,94462,837 mi

Market: $9,248 – $17,722

Comparison: 52 similar vehicles

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

Rimersburg, PA

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Rimersburg, PA

UnscoredInsufficient · 0
$17,39928,346 mi

Rimersburg, PA

2022 Nissan Versa Sedan SV

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

2022 Nissan Versa Sedan SV

Rimersburg, PA

UnscoredInsufficient · 0
$17,59017,873 mi

Rimersburg, PA

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Rimersburg, PA

UnscoredLimited · 7
$17,64968,509 mi

Comparison: 7 similar vehicles

Rimersburg, PA

2022 Hyundai Elantra SEL

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

2022 Hyundai Elantra SEL

Rimersburg, PA

UnscoredLimited · 7
$17,99037,803 mi

Comparison: 7 similar vehicles

Rimersburg, PA

2022 Volkswagen Tiguan S

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

2022 Volkswagen Tiguan S

Rimersburg, PA

Fair PriceModerate · 22
$18,39061,713 mi

Market: $15,398 – $19,195

Comparison: 22 similar vehicles

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

Rimersburg, PA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Rimersburg, PA

UnscoredInsufficient · 3
$18,80045,180 mi

Comparison: 3 similar vehicles

Rimersburg, PA

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

Rimersburg, PA

Fair PriceRobust · 85
$18,99065,440 mi

Market: $10,885 – $25,084

Comparison: 85 similar vehicles

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

Rimersburg, PA

2012 Honda Crosstour EX-L V6

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

2012 Honda Crosstour EX-L V6

Rimersburg, PA

UnscoredInsufficient · 0
$18,99027,560 mi

Rimersburg, PA

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Rimersburg, PA

UnscoredInsufficient · 0
$19,42623,623 mi

Rimersburg, PA

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Rimersburg, PA

Fair PriceRobust · 56
$19,99066,707 mi

Market: $13,400 – $24,480

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Rimersburg, PA

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Rimersburg, PA

UnscoredLimited · 9
$20,20037,610 mi

Comparison: 9 similar vehicles

Rimersburg, PA

2016 Nissan Frontier PRO-4X

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

2016 Nissan Frontier PRO-4X

Rimersburg, PA

UnscoredInsufficient · 3
$21,37068,737 mi

Comparison: 3 similar vehicles

Rimersburg, PA

2020 Chevrolet Colorado Work Truck

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

2020 Chevrolet Colorado Work Truck

Rimersburg, PA

Fair PriceModerate · 37
$21,89064,837 mi

Market: $11,998 – $21,990

Comparison: 37 similar vehicles

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

Rimersburg, PA

2020 Honda Civic EX

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

2020 Honda Civic EX

Rimersburg, PA

UnscoredInsufficient · 0
$21,89040,577 mi

Rimersburg, PA

2018 Honda Accord EX-L

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

2018 Honda Accord EX-L

Rimersburg, PA

UnscoredInsufficient · 4
$22,62644,971 mi

Comparison: 4 similar vehicles

Rimersburg, PA

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Rimersburg, PA

UnscoredInsufficient · 0
$22,99043,688 mi

Rimersburg, PA

2015 RAM 1500 Pickup Laramie

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

2015 RAM 1500 Pickup Laramie

Rimersburg, PA

Fair PriceModerate · 20
$23,60070,475 mi

Market: $13,498 – $26,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Rimersburg, PA

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Rimersburg, PA

OverpricedRobust · 111
$24,20060,929 mi

Market: $9,266 – $23,478

Comparison: 111 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Rimersburg, PA

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

Rimersburg, PA

Fair PriceModerate · 42
$24,79264,098 mi

Market: $13,450 – $26,000

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Rimersburg, PA

2020 Honda CR-V EX

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

2020 Honda CR-V EX

Rimersburg, PA

UnscoredLimited · 5
$24,99037,468 mi

Comparison: 5 similar vehicles

Rimersburg, PA

2020 Jeep Gladiator Sport S

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

2020 Jeep Gladiator Sport S

Rimersburg, PA

UnscoredInsufficient · 3
$25,39469,535 mi

Comparison: 3 similar vehicles

Rimersburg, PA

2019 Ford F-350 Super Duty Lariat

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

2019 Ford F-350 Super Duty Lariat

Rimersburg, PA

UnscoredRobust · 89
$37,990187,083 mi

Comparison: 89 similar vehicles

Rimersburg, PA

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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