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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

74 listings found

2012 Honda Civic LX

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

2012 Honda Civic LX

Andalusia, AL

Fair PriceModerate · 27
$7,500Mileage not verified

Market: $6,799 – $13,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1309 days listed (based on current market benchmarks)

Andalusia, AL

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Troy, AL

UnscoredInsufficient · 0
$8,290129,731 mi

Troy, AL

2010 Honda Civic LX

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

2010 Honda Civic LX

Dothan, AL

UnscoredLimited · 18
$8,990180,451 mi

Comparison: 18 similar vehicles

Dothan, AL

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Chipley, FL

UnscoredInsufficient · 0
$11,99583,590 mi

Chipley, FL

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Troy, AL

UnscoredModerate · 25
$12,290144,894 mi

Comparison: 25 similar vehicles

Troy, AL

2014 Honda Civic EX-L

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

2014 Honda Civic EX-L

Dothan, AL

UnscoredLimited · 5
$14,50081,570 mi

Comparison: 5 similar vehicles

Dothan, AL

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Brundidge, AL

UnscoredModerate · 32
$14,995164,350 mi

Comparison: 32 similar vehicles

Brundidge, AL

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Elba, AL

Fair PriceModerate · 31
$16,987111,832 mi

Market: $12,766 – $21,045

Comparison: 31 similar vehicles

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

Elba, AL

2017 BMW 4 Series 430i

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

2017 BMW 4 Series 430i

Troy, AL

UnscoredInsufficient · 0
$17,29048,928 mi

Troy, AL

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Troy, AL

UnscoredLimited · 8
$17,69097,512 mi

Comparison: 8 similar vehicles

Troy, AL

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Troy, AL

UnscoredInsufficient · 3
$17,888104,100 mi

Comparison: 3 similar vehicles

Troy, AL

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Enterprise, AL

UnscoredLimited · 10
$18,048124,897 mi

Comparison: 10 similar vehicles

Enterprise, AL

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Dothan, AL

UnscoredLimited · 11
$18,598131,449 mi

Comparison: 11 similar vehicles

Dothan, AL

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Troy, AL

UnscoredInsufficient · 3
$18,712124,574 mi

Comparison: 3 similar vehicles

Troy, AL

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Andalusia, AL

OverpricedModerate · 28
$18,99084,074 mi

Market: $8,990 – $18,397

Comparison: 28 similar vehicles

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

Andalusia, AL

2015 Ford Mustang GT

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

2015 Ford Mustang GT

Ozark, AL

Fair PriceModerate · 22
$21,987107,497 mi

Market: $18,499 – $24,750

Comparison: 22 similar vehicles

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

Ozark, AL

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Enterprise, AL

OverpricedLimited · 11
$22,68297,283 mi

Market: $14,995 – $21,499

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Enterprise, AL

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Troy, AL

Fair PriceRobust · 61
$23,29086,475 mi

Market: $18,497 – $25,881

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Troy, AL

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Abbeville, AL

Fair PriceLimited · 16
$23,50049,769 mi

Market: $20,592 – $31,170

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Abbeville, AL

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Enterprise, AL

UnscoredInsufficient · 0
$23,67055,189 mi

Enterprise, AL

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Ozark, AL

UnscoredInsufficient · 0
$24,63218,992 mi

Ozark, AL

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Enterprise, AL

Fair PriceLimited · 15
$24,68565,476 mi

Market: $13,499 – $27,590

Comparison: 15 similar vehicles

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

Enterprise, AL

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Dothan, AL

UnscoredInsufficient · 0
$25,53940,726 mi

Dothan, AL

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Abbeville, AL

Fair PriceRobust · 121
$27,50053,500 mi

Market: $24,588 – $29,441

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Abbeville, AL

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Ozark, AL

UnscoredInsufficient · 0
$27,68259,190 mi

Ozark, AL

2023 Mazda MX-5 Miata RF Grand Touring

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

2023 Mazda MX-5 Miata RF Grand Touring

Dothan, AL

UnscoredInsufficient · 0
$30,59425,288 mi

Dothan, AL

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Ozark, AL

UnscoredLimited · 9
$31,18757,053 mi

Comparison: 9 similar vehicles

Ozark, AL

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Ozark, AL

UnscoredInsufficient · 0
$31,48742,457 mi

Ozark, AL

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Dothan, AL

UnscoredLimited · 6
$31,53035,102 mi

Comparison: 6 similar vehicles

Dothan, AL

2016 Chevrolet Camaro 2SS

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

2016 Chevrolet Camaro 2SS

Troy, AL

UnscoredInsufficient · 0
$31,99039,568 mi

Troy, AL

2024 Chevrolet Camaro 1LT

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

2024 Chevrolet Camaro 1LT

Dothan, AL

UnscoredLimited · 9
$31,99831,433 mi

Comparison: 9 similar vehicles

Dothan, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Dothan, AL

UnscoredInsufficient · 4
$32,649Mileage not verified

Comparison: 4 similar vehicles

Dothan, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Elba, AL

Fair PriceRobust · 809
$33,487Mileage not verified

Market: $26,638 – $43,983

Comparison: 809 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Elba, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Ozark, AL

UnscoredInsufficient · 3
$33,727Mileage not verified

Comparison: 3 similar vehicles

Ozark, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Dothan, AL

UnscoredInsufficient · 4
$34,338Mileage not verified

Comparison: 4 similar vehicles

Dothan, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Dothan, AL

UnscoredInsufficient · 4
$34,960Mileage not verified

Comparison: 4 similar vehicles

Dothan, AL

2022 Ford Mustang GT Premium

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

2022 Ford Mustang GT Premium

Elba, AL

UnscoredLimited · 7
$37,50365,213 mi

Comparison: 7 similar vehicles

Elba, AL

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

Troy, AL

Fair PriceRobust · 50
$38,05958,776 mi

Market: $26,529 – $42,164

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Troy, AL

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

Elba, AL

Fair PriceRobust · 295
$40,064Mileage not verified

Market: $31,352 – $51,164

Comparison: 295 similar vehicles

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

Elba, AL

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

Enterprise, AL

Fair PriceModerate · 20
$40,233Mileage not verified

Market: $40,396 – $49,843

Comparison: 20 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 384 days listed (based on current market benchmarks)

Enterprise, AL

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Ozark, AL

UnscoredLimited · 9
$41,9626,691 mi

Comparison: 9 similar vehicles

Ozark, AL

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Troy, AL

Fair PriceLimited · 16
$42,99023,637 mi

Market: $27,995 – $43,216

Comparison: 16 similar vehicles

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

Troy, AL

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Dothan, AL

UnscoredInsufficient · 0
$44,949Mileage not verified

Dothan, AL

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Enterprise, AL

UnscoredInsufficient · 0
$45,250Mileage not verified

Enterprise, AL

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Enterprise, AL

Fair PriceLimited · 18
$46,618Mileage not verified

Market: $45,432 – $48,348

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Enterprise, AL

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Dothan, AL

Fair PriceModerate · 21
$46,675Mileage not verified

Market: $45,432 – $48,348

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Dothan, AL

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Dothan, AL

Fair PriceLimited · 12
$47,66618,038 mi

Market: $44,939 – $49,899

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Dothan, AL

2016 Dodge Challenger SRT

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

2016 Dodge Challenger SRT

Andalusia, AL

UnscoredInsufficient · 0
$47,99041,460 mi

Andalusia, AL

2025 Ford Mustang GT

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

2025 Ford Mustang GT

Dothan, AL

Fair PriceLimited · 10
$47,9951,390 mi

Market: $44,670 – $48,135

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Dothan, AL

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Andalusia, AL

Fair PriceLimited · 16
$48,174Mileage not verified

Market: $45,390 – $48,348

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Andalusia, 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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