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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

400 listings found

2011 Ford Econoline

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

2011 Ford Econoline

Ellwood City, PA

UnscoredInsufficient · 0
$4,995127,255 mi

Ellwood City, PA

2008 GMC C5500

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

2008 GMC C5500

Ellwood City, PA

UnscoredInsufficient · 0
$6,995167,242 mi

Ellwood City, PA

2008 Ford Econoline

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

2008 Ford Econoline

Ellwood City, PA

UnscoredInsufficient · 0
$7,495199,176 mi

Ellwood City, PA

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Ellwood City, PA

UnscoredModerate · 25
$8,495128,586 mi

Comparison: 25 similar vehicles

Ellwood City, PA

2019 Kia Sedona EX

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

2019 Kia Sedona EX

Ellwood City, PA

UnscoredLimited · 13
$9,999145,730 mi

Comparison: 13 similar vehicles

Ellwood City, PA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Ellwood City, PA

UnscoredLimited · 6
$9,999117,643 mi

Comparison: 6 similar vehicles

Ellwood City, PA

2016 Jeep Cherokee 75th Anniversary

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

2016 Jeep Cherokee 75th Anniversary

Ellwood City, PA

UnscoredLimited · 17
$9,999128,869 mi

Comparison: 17 similar vehicles

Ellwood City, PA

2016 Ford Escape SE

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

2016 Ford Escape SE

Ellwood City, PA

Fair PriceLimited · 12
$9,999112,343 mi

Market: $3,900 – $15,093

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 479 days listed (based on current market benchmarks)

Ellwood City, PA

2015 Kia Soul Base

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

2015 Kia Soul Base

Ellwood City, PA

Fair PriceLimited · 13
$9,999109,840 mi

Market: $3,485 – $12,888

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Ellwood City, PA

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Ellwood City, PA

UnscoredLimited · 5
$9,99960,884 mi

Comparison: 5 similar vehicles

Ellwood City, PA

2012 Chevrolet Colorado Work Truck

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

2012 Chevrolet Colorado Work Truck

Ellwood City, PA

UnscoredInsufficient · 0
$10,495125,904 mi

Ellwood City, PA

2018 Jeep Compass Altitude

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

2018 Jeep Compass Altitude

Ellwood City, PA

Salvage title
$10,99986,381 mi

Ellwood City, PA

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Ellwood City, PA

UnscoredLimited · 8
$11,49576,358 mi

Comparison: 8 similar vehicles

Ellwood City, PA

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Ellwood City, PA

UnscoredLimited · 6
$11,495133,770 mi

Comparison: 6 similar vehicles

Ellwood City, PA

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Ellwood City, PA

UnscoredModerate · 24
$11,495141,728 mi

Comparison: 24 similar vehicles

Ellwood City, PA

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Ellwood City, PA

UnscoredLimited · 7
$11,99971,638 mi

Comparison: 7 similar vehicles

Ellwood City, PA

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Ellwood City, PA

UnscoredInsufficient · 3
$11,999110,198 mi

Comparison: 3 similar vehicles

Ellwood City, PA

2015 Chrysler 300 S

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

2015 Chrysler 300 S

Ellwood City, PA

UnscoredInsufficient · 3
$12,495120,480 mi

Comparison: 3 similar vehicles

Ellwood City, PA

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Ellwood City, PA

Fair PriceRobust · 58
$12,999104,085 mi

Market: $9,726 – $16,485

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)

Ellwood City, PA

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

Ellwood City, PA

UnscoredInsufficient · 3
$12,999152,639 mi

Comparison: 3 similar vehicles

Ellwood City, PA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Ellwood City, PA

UnscoredInsufficient · 0
$13,71941,689 mi

Ellwood City, PA

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Ellwood City, PA

UnscoredLimited · 7
$13,999146,363 mi

Comparison: 7 similar vehicles

Ellwood City, PA

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Ellwood City, PA

UnscoredModerate · 27
$13,999159,813 mi

Comparison: 27 similar vehicles

Ellwood City, PA

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Ellwood City, PA

UnscoredInsufficient · 4
$14,27189,571 mi

Comparison: 4 similar vehicles

Ellwood City, PA

2018 Chevrolet Trax Premier

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

2018 Chevrolet Trax Premier

Ellwood City, PA

UnscoredInsufficient · 0
$14,48240,311 mi

Ellwood City, PA

2020 Hyundai Santa Fe SEL

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

2020 Hyundai Santa Fe SEL

Ellwood City, PA

Fair PriceRobust · 58
$14,999119,676 mi

Market: $9,700 – $19,831

Comparison: 58 similar vehicles

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

Ellwood City, PA

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Ellwood City, PA

Fair PriceModerate · 48
$14,999109,015 mi

Market: $6,999 – $19,500

Comparison: 48 similar vehicles

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

Ellwood City, PA

2022 Nissan Altima SV

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

2022 Nissan Altima SV

Ellwood City, PA

Fair PriceModerate · 46
$15,98582,837 mi

Market: $12,200 – $20,274

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Ellwood City, PA

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Ellwood City, PA

Fair PriceModerate · 20
$16,495109,607 mi

Market: $11,198 – $20,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Ellwood City, PA

2013 Chevrolet Silverado 2500HD LT

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

2013 Chevrolet Silverado 2500HD LT

Ellwood City, PA

UnscoredModerate · 31
$16,999157,001 mi

Comparison: 31 similar vehicles

Ellwood City, PA

2012 Chevrolet Colorado 1LT

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

2012 Chevrolet Colorado 1LT

Ellwood City, PA

UnscoredInsufficient · 0
$16,99956,620 mi

Ellwood City, PA

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Ellwood City, PA

Fair PriceModerate · 22
$17,48556,748 mi

Market: $16,938 – $19,975

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Ellwood City, PA

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Ellwood City, PA

UnscoredRobust · 79
$17,509123,304 mi

Comparison: 79 similar vehicles

Ellwood City, PA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Ellwood City, PA

Fair PriceRobust · 58
$17,68563,849 mi

Market: $5,900 – $19,875

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ellwood City, PA

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Ellwood City, PA

UnscoredInsufficient · 3
$18,50996,534 mi

Comparison: 3 similar vehicles

Ellwood City, PA

2018 GMC Canyon Denali

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

2018 GMC Canyon Denali

Ellwood City, PA

UnscoredModerate · 25
$18,999133,557 mi

Comparison: 25 similar vehicles

Ellwood City, PA

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Ellwood City, PA

Fair PriceLimited · 15
$19,08538,239 mi

Market: $18,498 – $19,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Ellwood City, PA

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Ellwood City, PA

Fair PriceRobust · 91
$19,48522,611 mi

Market: $19,298 – $23,378

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Ellwood City, PA

2023 Jeep Compass Latitude Lux

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

2023 Jeep Compass Latitude Lux

Ellwood City, PA

UnscoredInsufficient · 3
$19,99820,223 mi

Comparison: 3 similar vehicles

Ellwood City, PA

2019 Chevrolet Suburban LS

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

2019 Chevrolet Suburban LS

Ellwood City, PA

Fair PriceLimited · 11
$19,999119,025 mi

Market: $14,196 – $22,995

Comparison: 11 similar vehicles

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

Ellwood City, PA

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Ellwood City, PA

Fair PriceLimited · 16
$19,999119,869 mi

Market: $13,995 – $24,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Ellwood City, PA

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

Ellwood City, PA

Fair PriceModerate · 21
$19,999108,147 mi

Market: $10,995 – $23,078

Comparison: 21 similar vehicles

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

Ellwood City, PA

2024 Volkswagen Tiguan SE R-LINE BLACK

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

2024 Volkswagen Tiguan SE R-LINE BLACK

Ellwood City, PA

UnscoredModerate · 37
$20,48588,898 mi

Comparison: 37 similar vehicles

Ellwood City, PA

2023 Kia Sportage LX Hybrid

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

2023 Kia Sportage LX Hybrid

Ellwood City, PA

UnscoredInsufficient · 3
$20,78581,106 mi

Comparison: 3 similar vehicles

Ellwood City, PA

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Ellwood City, PA

Fair PriceRobust · 102
$20,88318,125 mi

Market: $20,280 – $24,743

Comparison: 102 similar vehicles

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

Ellwood City, PA

2024 Chevrolet TrailBlazer LS

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

2024 Chevrolet TrailBlazer LS

Ellwood City, PA

Fair PriceLimited · 12
$20,98513,076 mi

Market: $18,998 – $22,969

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Ellwood City, PA

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Ellwood City, PA

UnscoredLimited · 12
$20,98535,006 mi

Comparison: 12 similar vehicles

Ellwood City, PA

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Ellwood City, PA

Great DealLimited · 11
$20,98538,424 mi

Market: $22,723 – $24,169

Comparison: 11 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Ellwood City, PA

2020 Chevrolet Silverado 1500 Custom

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

2020 Chevrolet Silverado 1500 Custom

Ellwood City, PA

UnscoredLimited · 16
$20,999135,982 mi

Comparison: 16 similar vehicles

Ellwood City, PA

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Ellwood City, PA

UnscoredLimited · 6
$21,18543,842 mi

Comparison: 6 similar vehicles

Ellwood City, 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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