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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 4, 2026

6.8M+

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

282 listings found

2006 Mercury Milan Base

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

2006 Mercury Milan Base

Ellijay, GA

Salvage title
$6,900129,617 mi

Ellijay, GA

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Ellijay, GA

Fair PriceRobust · 83
$7,900114,913 mi

Market: $5,900 – $17,991

Comparison: 83 similar vehicles

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

Ellijay, GA

2017 Audi Q3 Premium Plus

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

2017 Audi Q3 Premium Plus

Ellijay, GA

Fair PriceModerate · 25
$7,990112,642 mi

Market: $6,966 – $14,549

Comparison: 25 similar vehicles

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

Ellijay, GA

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Ellijay, GA

UnscoredInsufficient · 3
$7,998179,357 mi

Comparison: 3 similar vehicles

Ellijay, GA

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Ellijay, GA

Fair PriceLimited · 18
$8,900118,806 mi

Market: $4,999 – $14,994

Comparison: 18 similar vehicles

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

Ellijay, GA

2011 Cadillac CTS Performance Collection

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

2011 Cadillac CTS Performance Collection

Ellijay, GA

UnscoredInsufficient · 0
$8,900112,921 mi

Ellijay, GA

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Ellijay, GA

UnscoredInsufficient · 4
$8,990137,166 mi

Comparison: 4 similar vehicles

Ellijay, GA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Ellijay, GA

UnscoredInsufficient · 4
$8,998130,605 mi

Comparison: 4 similar vehicles

Ellijay, GA

2018 Nissan Rogue Sport S

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

2018 Nissan Rogue Sport S

Ellijay, GA

Fair PriceModerate · 32
$9,858116,941 mi

Market: $6,550 – $18,969

Comparison: 32 similar vehicles

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

Ellijay, GA

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Ellijay, GA

Fair PriceRobust · 61
$9,900110,560 mi

Market: $4,950 – $15,305

Comparison: 61 similar vehicles

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

Ellijay, GA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Ellijay, GA

Unscored
$9,900133,262 mi

Comparison: 58 similar vehicles

Ellijay, GA

2017 Jeep Cherokee Sport Altitude

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

2017 Jeep Cherokee Sport Altitude

Ellijay, GA

Fair PriceLimited · 14
$9,936117,276 mi

Market: $3,990 – $16,900

Comparison: 14 similar vehicles

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

Ellijay, GA

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Ellijay, GA

Unscored
$9,988135,427 mi

Comparison: 34 similar vehicles

Ellijay, GA

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Ellijay, GA

Fair PriceModerate · 30
$9,995112,771 mi

Market: $4,499 – $10,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Ellijay, GA

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Ellijay, GA

Unscored
$10,508146,119 mi

Comparison: 33 similar vehicles

Ellijay, GA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Ellijay, GA

Unscored
$10,900130,000 mi

Comparison: 5 similar vehicles

Ellijay, GA

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Ellijay, GA

Fair PriceRobust · 64
$10,90090,110 mi

Market: $6,995 – $31,718

Comparison: 64 similar vehicles

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

Ellijay, GA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Ellijay, GA

Unscored
$10,90092,471 mi

Comparison: 5 similar vehicles

Ellijay, GA

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Ellijay, GA

Fair PriceModerate · 24
$10,900110,739 mi

Market: $5,490 – $10,985

Comparison: 24 similar vehicles

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

Ellijay, GA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Ellijay, GA

Unscored
$10,900118,993 mi

Comparison: 6 similar vehicles

Ellijay, GA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Ellijay, GA

Fair PriceModerate · 42
$10,950107,632 mi

Market: $4,000 – $16,540

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Ellijay, GA

2013 Honda Civic EX

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

2013 Honda Civic EX

Ellijay, GA

Unscored
$10,990127,291 mi

Comparison: 38 similar vehicles

Ellijay, GA

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Ellijay, GA

UnscoredInsufficient · 3
$11,90084,682 mi

Comparison: 3 similar vehicles

Ellijay, GA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Ellijay, GA

Unscored
$11,990139,040 mi

Comparison: 44 similar vehicles

Ellijay, GA

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Ellijay, GA

Unscored
$12,808133,842 mi

Comparison: 61 similar vehicles

Ellijay, GA

2021 Kia Seltos EX

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

2021 Kia Seltos EX

Ellijay, GA

Unscored
$12,900124,169 mi

Comparison: 25 similar vehicles

Ellijay, GA

2020 Hyundai Tucson SE

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

2020 Hyundai Tucson SE

Ellijay, GA

Fair PriceModerate · 43
$12,90080,215 mi

Market: $10,200 – $15,998

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Ellijay, GA

2007 Toyota 4Runner SR5

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

2007 Toyota 4Runner SR5

Ellijay, GA

UnscoredInsufficient · 3
$12,900149,894 mi

Comparison: 3 similar vehicles

Ellijay, GA

2005 Ford F-350 Super Duty Lariat

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

2005 Ford F-350 Super Duty Lariat

Ellijay, GA

UnscoredInsufficient · 4
$12,900249,457 mi

Comparison: 4 similar vehicles

Ellijay, GA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Ellijay, GA

Fair PriceRobust · 158
$12,950108,426 mi

Market: $6,299 – $19,854

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Ellijay, GA

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Ellijay, GA

Unscored
$12,990166,508 mi

Comparison: 86 similar vehicles

Ellijay, GA

No Photo

2017 Lincoln MKC Select

Ellijay, GA

Fair PriceModerate · 44
$12,99567,206 mi

Market: $6,980 – $20,000

Comparison: 44 similar vehicles

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

Ellijay, GA

2020 Subaru Crosstrek Limited

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

2020 Subaru Crosstrek Limited

Ellijay, GA

Unscored
$12,999142,386 mi

Comparison: 26 similar vehicles

Ellijay, GA

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Ellijay, GA

Unscored
$12,999120,483 mi

Comparison: 86 similar vehicles

Ellijay, GA

2021 GMC Savana Cargo Work Van

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

2021 GMC Savana Cargo Work Van

Ellijay, GA

Unscored
$13,000165,559 mi

Comparison: 19 similar vehicles

Ellijay, GA

No Photo

2015 Toyota Avalon XLE Touring

Ellijay, GA

Unscored
$13,675123,402 mi

Comparison: 7 similar vehicles

Ellijay, GA

2022 Hyundai Kona SE

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

2022 Hyundai Kona SE

Ellijay, GA

UnscoredInsufficient · 3
$13,90094,701 mi

Comparison: 3 similar vehicles

Ellijay, GA

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Ellijay, GA

Unscored
$13,990194,043 mi

Comparison: 101 similar vehicles

Ellijay, GA

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Ellijay, GA

Fair PriceRobust · 51
$13,99098,704 mi

Market: $6,950 – $17,377

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Ellijay, GA

2015 Honda Odyssey Touring Elite

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

2015 Honda Odyssey Touring Elite

Ellijay, GA

UnscoredInsufficient · 3
$13,995165,508 mi

Comparison: 3 similar vehicles

Ellijay, GA

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Ellijay, GA

Fair PriceRobust · 85
$13,996113,493 mi

Market: $9,800 – $21,995

Comparison: 85 similar vehicles

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

Ellijay, GA

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Ellijay, GA

Unscored
$14,50094,671 mi

Comparison: 7 similar vehicles

Ellijay, GA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Ellijay, GA

OverpricedModerate · 44
$14,53596,751 mi

Market: $4,450 – $14,300

Comparison: 44 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Ellijay, GA

2012 INFINITI G Sedan 37 Sport

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

2012 INFINITI G Sedan 37 Sport

Ellijay, GA

UnscoredInsufficient · 0
$14,535142,729 mi

Ellijay, GA

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Ellijay, GA

UnscoredInsufficient · 3
$14,858100,601 mi

Comparison: 3 similar vehicles

Ellijay, GA

2019 Chevrolet Traverse RS

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

2019 Chevrolet Traverse RS

Ellijay, GA

Unscored
$14,996147,574 mi

Comparison: 25 similar vehicles

Ellijay, GA

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Ellijay, GA

Fair PriceRobust · 72
$15,90091,755 mi

Market: $7,899 – $21,997

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ellijay, GA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Ellijay, GA

UnscoredInsufficient · 0
$15,93628,302 mi

Ellijay, GA

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Ellijay, GA

Unscored
$15,99573,987 mi

Comparison: 5 similar vehicles

Ellijay, GA

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Ellijay, GA

Great DealModerate · 45
$16,07697,126 mi

Market: $17,499 – $25,563

Comparison: 45 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 151 days listed (based on current market benchmarks)

Ellijay, GA

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 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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