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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 22, 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

138 listings found

2000 Honda Accord LX

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

2000 Honda Accord LX

Mabank, TX

UnscoredInsufficient · 0
$4,995200,634 mi

Mabank, TX

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Waco, TX

Fair PriceLimited · 14
$7,995117,927 mi

Market: $5,500 – $15,680

Comparison: 14 similar vehicles

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

Waco, TX

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Hillsboro, TX

UnscoredLimited · 5
$11,220128,959 mi

Comparison: 5 similar vehicles

Hillsboro, TX

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Hillsboro, TX

Fair PriceLimited · 11
$11,635107,810 mi

Market: $9,999 – $14,000

Comparison: 11 similar vehicles

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

Hillsboro, TX

2003 Ford Mustang GT Deluxe

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

2003 Ford Mustang GT Deluxe

Red Oak, TX

UnscoredInsufficient · 0
$11,77764,601 mi

Red Oak, TX

2010 Honda Civic LX

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

2010 Honda Civic LX

Hutchins, TX

UnscoredInsufficient · 4
$12,99064,531 mi

Comparison: 4 similar vehicles

Hutchins, TX

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Red Oak, TX

UnscoredLimited · 6
$13,977124,274 mi

Comparison: 6 similar vehicles

Red Oak, TX

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Hutchins, TX

OverpricedLimited · 14
$14,99067,950 mi

Market: $3,999 – $14,988

Comparison: 14 similar vehicles

Hutchins, TX

No Photo

2015 BMW 4 Series 428i

Seagoville, TX

UnscoredLimited · 6
$15,900113,385 mi

Comparison: 6 similar vehicles

Seagoville, TX

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Mexia, TX

Fair PriceModerate · 35
$16,00085,667 mi

Market: $12,692 – $17,888

Comparison: 35 similar vehicles

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

Mexia, TX

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Ennis, TX

UnscoredInsufficient · 3
$16,09873,570 mi

Comparison: 3 similar vehicles

Ennis, TX

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Hutchins, TX

UnscoredInsufficient · 0
$16,59047,363 mi

Hutchins, TX

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Hillsboro, TX

Fair PriceModerate · 29
$16,843114,037 mi

Market: $12,598 – $21,966

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Hillsboro, TX

2005 Jaguar XK Series XKR Coupe

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

2005 Jaguar XK Series XKR Coupe

Midlothian, TX

UnscoredInsufficient · 0
$16,99577,361 mi

Midlothian, TX

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Athens, TX

UnscoredRobust · 57
$16,997124,268 mi

Comparison: 57 similar vehicles

Athens, TX

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Ennis, TX

Fair PriceModerate · 35
$17,233117,529 mi

Market: $11,995 – $23,225

Comparison: 35 similar vehicles

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

Ennis, TX

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Lancaster, TX

Fair PriceLimited · 16
$17,79189,477 mi

Market: $10,850 – $18,777

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1100 days listed (based on current market benchmarks)

Lancaster, TX

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Hutchins, TX

UnscoredLimited · 8
$17,990109,393 mi

Comparison: 8 similar vehicles

Hutchins, TX

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Lancaster, TX

UnscoredLimited · 6
$17,995106,338 mi

Comparison: 6 similar vehicles

Lancaster, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Seagoville, TX

UnscoredLimited · 8
$19,50085,984 mi

Comparison: 8 similar vehicles

Seagoville, TX

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

West, TX

Fair PriceModerate · 31
$20,22265,276 mi

Market: $12,997 – $28,224

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

West, TX

2016 Honda Civic EX

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

2016 Honda Civic EX

Hutchins, TX

UnscoredInsufficient · 0
$20,99037,525 mi

Hutchins, TX

2016 Scion FR-S Base

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

2016 Scion FR-S Base

Hutchins, TX

UnscoredInsufficient · 0
$20,99048,341 mi

Hutchins, TX

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Hutchins, TX

UnscoredInsufficient · 3
$21,99080,792 mi

Comparison: 3 similar vehicles

Hutchins, TX

2017 Honda Civic LX

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

2017 Honda Civic LX

Hutchins, TX

UnscoredInsufficient · 0
$22,99015,829 mi

Hutchins, TX

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

Hutchins, TX

UnscoredInsufficient · 0
$22,99034,463 mi

Hutchins, TX

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Hutchins, TX

UnscoredLimited · 6
$23,59066,090 mi

Comparison: 6 similar vehicles

Hutchins, TX

2013 Chevrolet Camaro 2SS

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

2013 Chevrolet Camaro 2SS

Hutchins, TX

UnscoredInsufficient · 4
$23,59070,963 mi

Comparison: 4 similar vehicles

Hutchins, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Waxahachie, TX

UnscoredInsufficient · 4
$25,13139,391 mi

Comparison: 4 similar vehicles

Waxahachie, TX

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Corsicana, TX

Fair PriceModerate · 47
$25,99529,411 mi

Market: $22,400 – $30,376

Comparison: 47 similar vehicles

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

Corsicana, TX

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Mabank, TX

Fair PriceModerate · 22
$26,11694,150 mi

Market: $17,725 – $31,998

Comparison: 22 similar vehicles

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

Mabank, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Hutchins, TX

UnscoredLimited · 9
$27,99028,849 mi

Comparison: 9 similar vehicles

Hutchins, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Mabank, TX

Fair PriceRobust · 67
$28,657Mileage not verified

Market: $28,732 – $40,770

Comparison: 67 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 111 days listed (based on current market benchmarks)

Mabank, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Mabank, TX

Fair PriceRobust · 67
$28,732Mileage not verified

Market: $28,657 – $40,770

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Mabank, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Athens, TX

Fair PriceRobust · 66
$28,969Mileage not verified

Market: $28,657 – $40,770

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Athens, TX

2014 Ford Mustang GT

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

2014 Ford Mustang GT

Midlothian, TX

UnscoredInsufficient · 0
$28,99551,170 mi

Midlothian, TX

2021 BMW 4 Series 430i

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

2021 BMW 4 Series 430i

DeSoto, TX

UnscoredInsufficient · 3
$29,50055,482 mi

Comparison: 3 similar vehicles

DeSoto, TX

2022 Ford Mustang EcoBoost Premium

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

2022 Ford Mustang EcoBoost Premium

Hutchins, TX

UnscoredInsufficient · 0
$29,59027,126 mi

Hutchins, TX

2021 Mercedes-Benz C-Class Coupe C300

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

2021 Mercedes-Benz C-Class Coupe C300

Hutchins, TX

UnscoredInsufficient · 0
$29,59038,894 mi

Hutchins, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Corsicana, TX

Fair PriceRobust · 95
$29,967Mileage not verified

Market: $28,137 – $40,770

Comparison: 95 similar vehicles

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

Corsicana, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Hutchins, TX

UnscoredLimited · 9
$29,99023,254 mi

Comparison: 9 similar vehicles

Hutchins, TX

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Hutchins, TX

UnscoredLimited · 6
$29,99047,347 mi

Comparison: 6 similar vehicles

Hutchins, TX

2017 Lexus RC 350

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

2017 Lexus RC 350

Hutchins, TX

UnscoredInsufficient · 0
$29,99046,817 mi

Hutchins, TX

2017 Lexus RC 300

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

2017 Lexus RC 300

Hutchins, TX

UnscoredInsufficient · 0
$29,99049,279 mi

Hutchins, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Corsicana, TX

Fair PriceRobust · 95
$30,454Mileage not verified

Market: $28,137 – $40,770

Comparison: 95 similar vehicles

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

Corsicana, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Corsicana, TX

Fair PriceRobust · 95
$30,467Mileage not verified

Market: $28,137 – $40,770

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Corsicana, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Mabank, TX

Fair PriceRobust · 67
$30,473Mileage not verified

Market: $28,657 – $40,770

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Mabank, TX

2023 BMW 2 Series 230i

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

2023 BMW 2 Series 230i

Hutchins, TX

UnscoredInsufficient · 0
$30,99032,676 mi

Hutchins, TX

2016 Chevrolet Camaro 2SS

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

2016 Chevrolet Camaro 2SS

Hutchins, TX

UnscoredLimited · 5
$30,99075,613 mi

Comparison: 5 similar vehicles

Hutchins, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Hillsboro, TX

Fair PriceLimited · 13
$31,581Mileage not verified

Market: $31,072 – $37,451

Comparison: 13 similar vehicles

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

Hillsboro, TX

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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