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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

97 listings found

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Morrison, IL

UnscoredLimited · 5
$6,939106,851 mi

Comparison: 5 similar vehicles

Morrison, IL

2000 Chevrolet Camaro Base

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

2000 Chevrolet Camaro Base

Clinton, IA

UnscoredInsufficient · 0
$6,999126,389 mi

Clinton, IA

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Davenport, IA

UnscoredInsufficient · 0
$7,407113,947 mi

Davenport, IA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Davenport, IA

UnscoredLimited · 9
$7,939174,163 mi

Comparison: 9 similar vehicles

Davenport, IA

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Davenport, IA

UnscoredLimited · 12
$7,999176,719 mi

Comparison: 12 similar vehicles

Davenport, IA

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

East Moline, IL

UnscoredInsufficient · 0
$8,050166,300 mi

East Moline, IL

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Monmouth, IL

UnscoredInsufficient · 4
$8,149106,261 mi

Comparison: 4 similar vehicles

Monmouth, IL

2012 Honda Civic EX

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

2012 Honda Civic EX

Milan, IL

UnscoredModerate · 27
$8,495137,036 mi

Comparison: 27 similar vehicles

Milan, IL

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Rock Island, IL

UnscoredInsufficient · 4
$8,900111,000 mi

Comparison: 4 similar vehicles

Rock Island, IL

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Davenport, IA

UnscoredInsufficient · 4
$9,75076,903 mi

Comparison: 4 similar vehicles

Davenport, IA

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Davenport, IA

Fair PriceLimited · 10
$9,800103,698 mi

Market: $5,595 – $17,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Davenport, IA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Davenport, IA

UnscoredInsufficient · 4
$9,900119,285 mi

Comparison: 4 similar vehicles

Davenport, IA

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

Muscatine, IA

UnscoredInsufficient · 0
$9,99598,245 mi

Muscatine, IA

2010 Honda Accord EX

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

2010 Honda Accord EX

Davenport, IA

OverpricedLimited · 18
$9,995160,000 mi

Market: $5,995 – $7,995

Comparison: 18 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Davenport, IA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Davenport, IA

UnscoredLimited · 9
$10,27993,439 mi

Comparison: 9 similar vehicles

Davenport, IA

2008 Audi TT Base

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

2008 Audi TT Base

Bettendorf, IA

UnscoredInsufficient · 0
$10,930108,169 mi

Bettendorf, IA

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Davenport, IA

UnscoredInsufficient · 3
$12,000107,952 mi

Comparison: 3 similar vehicles

Davenport, IA

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Rock Island, IL

UnscoredLimited · 5
$12,50066,073 mi

Comparison: 5 similar vehicles

Rock Island, IL

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Davenport, IA

UnscoredLimited · 6
$12,88385,443 mi

Comparison: 6 similar vehicles

Davenport, IA

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Bettendorf, IA

UnscoredLimited · 7
$13,99865,767 mi

Comparison: 7 similar vehicles

Bettendorf, IA

2016 Honda Civic EX

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

2016 Honda Civic EX

Davenport, IA

Fair PriceModerate · 30
$14,900104,179 mi

Market: $8,962 – $19,990

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Davenport, IA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Davenport, IA

Fair PriceLimited · 11
$15,820104,438 mi

Market: $7,995 – $18,338

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Davenport, IA

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Davenport, IA

UnscoredLimited · 11
$16,99993,892 mi

Comparison: 11 similar vehicles

Davenport, IA

2018 Ford Mustang EcoBoost Premium

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

2018 Ford Mustang EcoBoost Premium

Galesburg, IL

UnscoredInsufficient · 0
$18,99949,400 mi

Galesburg, IL

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Muscatine, IA

UnscoredLimited · 6
$19,99587,890 mi

Comparison: 6 similar vehicles

Muscatine, IA

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Muscatine, IA

Fair PriceLimited · 11
$20,300108,092 mi

Market: $12,998 – $23,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Muscatine, IA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Rock Island, IL

Salvage title
$20,90021,695 mi

Rock Island, IL

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Sterling, IL

UnscoredLimited · 10
$22,18797,134 mi

Comparison: 10 similar vehicles

Sterling, IL

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Clinton, IA

UnscoredLimited · 9
$22,59560,817 mi

Comparison: 9 similar vehicles

Clinton, IA

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Pleasant Valley, IA

Fair PriceModerate · 28
$23,49546,527 mi

Market: $23,776 – $24,990

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 34 days listed (based on current market benchmarks)

Pleasant Valley, IA

2012 Chevrolet Camaro 1SS

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

2012 Chevrolet Camaro 1SS

Galesburg, IL

UnscoredInsufficient · 0
$25,21026,132 mi

Galesburg, IL

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Clinton, IA

UnscoredInsufficient · 0
$25,69543,498 mi

Clinton, IA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Clinton, IA

UnscoredInsufficient · 3
$26,69566,137 mi

Comparison: 3 similar vehicles

Clinton, IA

2015 Lexus RC 350

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

2015 Lexus RC 350

Davenport, IA

UnscoredInsufficient · 0
$26,78857,575 mi

Davenport, IA

2017 Dodge Challenger T/A

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

2017 Dodge Challenger T/A

Davenport, IA

UnscoredInsufficient · 0
$27,99771,334 mi

Davenport, IA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

East Moline, IL

UnscoredInsufficient · 0
$28,84265,548 mi

East Moline, IL

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Sterling, IL

Fair PriceLimited · 19
$29,70369,755 mi

Market: $25,582 – $88,866

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Sterling, IL

2015 Dodge Challenger SRT

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

2015 Dodge Challenger SRT

Rock Falls, IL

UnscoredInsufficient · 0
$29,99523,039 mi

Rock Falls, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Galesburg, IL

Fair PriceRobust · 500
$32,346Mileage not verified

Market: $29,059 – $88,866

Comparison: 500 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Galesburg, IL

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Milan, IL

UnscoredInsufficient · 4
$33,79310,442 mi

Comparison: 4 similar vehicles

Milan, IL

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Davenport, IA

Fair PriceModerate · 21
$33,99526,388 mi

Market: $31,272 – $88,866

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Davenport, IA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Davenport, IA

UnscoredInsufficient · 3
$34,2287,101 mi

Comparison: 3 similar vehicles

Davenport, IA

2023 Ford Mustang GT Premium

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

2023 Ford Mustang GT Premium

East Moline, IL

UnscoredInsufficient · 0
$36,22140,231 mi

East Moline, IL

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Moline, IL

Fair PriceModerate · 29
$36,4226,182 mi

Market: $32,902 – $36,998

Comparison: 29 similar vehicles

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

Moline, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Galesburg, IL

Fair PriceRobust · 500
$36,745Mileage not verified

Market: $29,059 – $88,866

Comparison: 500 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Galesburg, IL

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Moline, IL

UnscoredLimited · 6
$36,911Mileage not verified

Comparison: 6 similar vehicles

Moline, IL

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

East Moline, IL

Fair PriceModerate · 23
$38,00830,469 mi

Market: $27,896 – $44,900

Comparison: 23 similar vehicles

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

East Moline, IL

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Davenport, IA

Fair PriceLimited · 17
$38,392Mileage not verified

Market: $36,999 – $43,735

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 575 days listed (based on current market benchmarks)

Davenport, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Moline, IL

Fair PriceRobust · 50
$39,838Mileage not verified

Market: $35,438 – $44,542

Comparison: 50 similar vehicles

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

Moline, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Bettendorf, IA

Fair PriceRobust · 434
$40,161Mileage not verified

Market: $19,250 – $88,866

Comparison: 434 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Bettendorf, IA

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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