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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

266 listings found

2001 Ford Mustang Standard

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

2001 Ford Mustang Standard

Boaz, AL

UnscoredInsufficient · 0
$1,900300,016 mi

Boaz, AL

1998 Chevrolet Camaro Base

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

1998 Chevrolet Camaro Base

Munford, AL

UnscoredInsufficient · 0
$3,000Mileage not verified

Munford, AL

2002 Honda Civic LX

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

2002 Honda Civic LX

Boaz, AL

UnscoredLimited · 8
$4,900179,129 mi

Comparison: 8 similar vehicles

Boaz, AL

2002 Honda Accord EX Leather

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

2002 Honda Accord EX Leather

Anniston, AL

UnscoredInsufficient · 0
$5,995260,892 mi

Anniston, AL

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Albertville, AL

UnscoredInsufficient · 0
$6,89991,917 mi

Albertville, AL

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Odenville, AL

UnscoredLimited · 7
$6,995164,093 mi

Comparison: 7 similar vehicles

Odenville, AL

2011 Honda Civic EX

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

2011 Honda Civic EX

Huntsville, AL

UnscoredLimited · 17
$7,358275,847 mi

Comparison: 17 similar vehicles

Huntsville, AL

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Odenville, AL

UnscoredInsufficient · 4
$7,995184,445 mi

Comparison: 4 similar vehicles

Odenville, AL

No Photo

2013 Hyundai Genesis Coupe Base

Anniston, AL

UnscoredInsufficient · 3
$8,500137,070 mi

Comparison: 3 similar vehicles

Anniston, AL

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Anniston, AL

UnscoredLimited · 12
$8,995197,588 mi

Comparison: 12 similar vehicles

Anniston, AL

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Oxford, AL

UnscoredModerate · 29
$8,995240,623 mi

Comparison: 29 similar vehicles

Oxford, AL

2013 Hyundai Genesis Coupe Premium

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

2013 Hyundai Genesis Coupe Premium

Rainbow City, AL

UnscoredInsufficient · 0
$9,398114,867 mi

Rainbow City, AL

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Fort Payne, AL

Fair PriceModerate · 35
$9,900102,854 mi

Market: $8,995 – $17,413

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Fort Payne, AL

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Odenville, AL

UnscoredLimited · 12
$9,995172,205 mi

Comparison: 12 similar vehicles

Odenville, AL

2013 Honda Civic LX

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

2013 Honda Civic LX

Oxford, AL

Fair PriceRobust · 60
$9,995106,596 mi

Market: $5,099 – $13,977

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 621 days listed (based on current market benchmarks)

Oxford, AL

2018 Audi A5 Coupe Premium

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

2018 Audi A5 Coupe Premium

Gadsden, AL

UnscoredInsufficient · 0
$10,795155,127 mi

Gadsden, AL

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Fort Payne, AL

UnscoredLimited · 7
$10,900124,516 mi

Comparison: 7 similar vehicles

Fort Payne, AL

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Albertville, AL

UnscoredLimited · 6
$10,90097,014 mi

Comparison: 6 similar vehicles

Albertville, AL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Albertville, AL

UnscoredModerate · 26
$10,950132,000 mi

Comparison: 26 similar vehicles

Albertville, AL

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Cullman, AL

UnscoredInsufficient · 4
$10,99574,000 mi

Comparison: 4 similar vehicles

Cullman, AL

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Gadsden, AL

UnscoredModerate · 24
$11,122156,076 mi

Comparison: 24 similar vehicles

Gadsden, AL

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Fort Payne, AL

Salvage title
$11,50090,861 mi

Fort Payne, AL

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Arab, AL

Fair PriceLimited · 13
$11,90098,054 mi

Market: $7,499 – $13,900

Comparison: 13 similar vehicles

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

Arab, AL

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Munford, AL

UnscoredInsufficient · 0
$11,995170,478 mi

Munford, AL

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Anniston, AL

UnscoredModerate · 36
$12,995155,670 mi

Comparison: 36 similar vehicles

Anniston, AL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Anniston, AL

UnscoredLimited · 17
$12,995189,336 mi

Comparison: 17 similar vehicles

Anniston, AL

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Albertville, AL

UnscoredInsufficient · 0
$12,99558,306 mi

Albertville, AL

2010 Chevrolet Camaro LS

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

2010 Chevrolet Camaro LS

Anniston, AL

UnscoredLimited · 6
$12,995148,512 mi

Comparison: 6 similar vehicles

Anniston, AL

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Huntsville, AL

UnscoredModerate · 43
$13,704146,005 mi

Comparison: 43 similar vehicles

Huntsville, AL

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Gadsden, AL

UnscoredModerate · 31
$13,995129,245 mi

Comparison: 31 similar vehicles

Gadsden, AL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Alexandria, AL

UnscoredModerate · 25
$13,995121,560 mi

Comparison: 25 similar vehicles

Alexandria, AL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Anniston, AL

UnscoredModerate · 25
$13,995140,959 mi

Comparison: 25 similar vehicles

Anniston, AL

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

Rome, GA

UnscoredInsufficient · 3
$14,225104,067 mi

Comparison: 3 similar vehicles

Rome, GA

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Boaz, AL

Fair PriceRobust · 53
$14,900112,252 mi

Market: $11,900 – $22,753

Comparison: 53 similar vehicles

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

Boaz, AL

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Arab, AL

UnscoredInsufficient · 3
$14,90085,834 mi

Comparison: 3 similar vehicles

Arab, AL

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Fort Payne, AL

Fair PriceLimited · 14
$14,99082,879 mi

Market: $7,995 – $15,962

Comparison: 14 similar vehicles

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

Fort Payne, AL

2013 Nissan 370Z Coupe Touring

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

2013 Nissan 370Z Coupe Touring

Cullman, AL

UnscoredInsufficient · 4
$15,000124,870 mi

Comparison: 4 similar vehicles

Cullman, AL

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Oxford, AL

Fair PriceRobust · 73
$16,232116,795 mi

Market: $9,999 – $22,046

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Oxford, AL

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Rome, GA

UnscoredInsufficient · 4
$16,48992,783 mi

Comparison: 4 similar vehicles

Rome, GA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Scottsboro, AL

Fair PriceLimited · 14
$16,49997,738 mi

Market: $11,400 – $18,900

Comparison: 14 similar vehicles

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

Scottsboro, AL

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Gadsden, AL

UnscoredInsufficient · 4
$16,58881,468 mi

Comparison: 4 similar vehicles

Gadsden, AL

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Fort Payne, AL

UnscoredLimited · 9
$16,89664,842 mi

Comparison: 9 similar vehicles

Fort Payne, AL

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Albertville, AL

Fair PriceLimited · 13
$16,916113,278 mi

Market: $12,005 – $19,990

Comparison: 13 similar vehicles

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

Albertville, AL

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Anniston, AL

UnscoredModerate · 20
$16,990161,125 mi

Comparison: 20 similar vehicles

Anniston, AL

2021 Ford Mustang EcoBoost Premium

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

2021 Ford Mustang EcoBoost Premium

Boaz, AL

Fair PriceModerate · 38
$17,900113,648 mi

Market: $14,995 – $24,991

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Boaz, AL

2020 Honda Civic Sport

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

2020 Honda Civic Sport

Gadsden, AL

Fair PriceRobust · 62
$17,99584,790 mi

Market: $9,999 – $21,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Gadsden, AL

2019 BMW 4 Series 430i

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

2019 BMW 4 Series 430i

Albertville, AL

Fair PriceModerate · 45
$17,99882,503 mi

Market: $9,800 – $25,399

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Albertville, AL

2019 Chevrolet Camaro 1LS

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

2019 Chevrolet Camaro 1LS

Huntsville, AL

UnscoredInsufficient · 0
$18,23257,489 mi

Huntsville, AL

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

Albertville, AL

Fair PriceModerate · 29
$18,291110,312 mi

Market: $12,485 – $22,793

Comparison: 29 similar vehicles

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

Albertville, AL

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Pell City, AL

Fair PriceModerate · 35
$18,38898,816 mi

Market: $16,000 – $20,998

Comparison: 35 similar vehicles

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

Pell City, AL

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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