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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

44 listings found

2002 Pontiac Firebird Base

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

2002 Pontiac Firebird Base

San Angelo, TX

UnscoredInsufficient · 0
$6,900Mileage not verified

San Angelo, TX

1999 Cadillac Eldorado Base

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

1999 Cadillac Eldorado Base

San Angelo, TX

UnscoredInsufficient · 0
$7,224124,961 mi

San Angelo, TX

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

San Angelo, TX

UnscoredLimited · 5
$7,900230,764 mi

Comparison: 5 similar vehicles

San Angelo, 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

San Angelo, TX

UnscoredInsufficient · 0
$9,999177,357 mi

San Angelo, TX

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

San Angelo, TX

UnscoredLimited · 9
$10,995170,085 mi

Comparison: 9 similar vehicles

San Angelo, TX

2013 Subaru BRZ Limited

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

2013 Subaru BRZ Limited

San Angelo, TX

UnscoredInsufficient · 0
$12,900141,081 mi

San Angelo, TX

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

San Angelo, TX

UnscoredInsufficient · 0
$13,999123,445 mi

San Angelo, TX

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

San Angelo, TX

UnscoredInsufficient · 3
$15,999114,543 mi

Comparison: 3 similar vehicles

San Angelo, TX

2015 Ford Mustang V6

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

2015 Ford Mustang V6

San Angelo, TX

Fair PriceLimited · 13
$16,82379,636 mi

Market: $12,999 – $18,224

Comparison: 13 similar vehicles

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

San Angelo, TX

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

San Angelo, TX

UnscoredInsufficient · 0
$18,99994,755 mi

San Angelo, TX

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

San Angelo, TX

UnscoredInsufficient · 0
$23,64044,237 mi

San Angelo, TX

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

Ballinger, TX

UnscoredLimited · 8
$23,88686,805 mi

Comparison: 8 similar vehicles

Ballinger, TX

2017 Cadillac ATS Coupe Premium Luxury

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

2017 Cadillac ATS Coupe Premium Luxury

San Angelo, TX

UnscoredInsufficient · 0
$27,99751,611 mi

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$30,495Mileage not verified

Market: $30,835 – $34,130

Comparison: 20 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 308 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$30,835Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

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

San Angelo, TX

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

San Angelo, TX

Fair PriceLimited · 19
$31,30340,735 mi

Market: $26,877 – $32,223

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,440Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,440Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,440Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,440Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

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

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,440Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

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

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,440Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$31,935Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

Fair PriceModerate · 20
$33,635Mileage not verified

Market: $30,495 – $34,130

Comparison: 20 similar vehicles

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

San Angelo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

San Angelo, TX

OverpricedModerate · 20
$34,130Mileage not verified

Market: $30,495 – $33,635

Comparison: 20 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

San Angelo, TX

2022 Toyota Supra Base

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

2022 Toyota Supra Base

San Angelo, TX

UnscoredInsufficient · 0
$35,22382,883 mi

San Angelo, TX

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

San Angelo, TX

UnscoredInsufficient · 0
$38,025Mileage not verified

San Angelo, TX

2012 Ford Mustang Boss 302

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

2012 Ford Mustang Boss 302

San Angelo, TX

UnscoredInsufficient · 0
$38,50028,021 mi

San Angelo, TX

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

San Angelo, TX

Fair PriceRobust · 188
$39,805Mileage not verified

Market: $32,124 – $57,440

Comparison: 188 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

San Angelo, TX

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

San Angelo, TX

Fair PriceRobust · 188
$41,140Mileage not verified

Market: $32,124 – $57,440

Comparison: 188 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

San Angelo, TX

2014 Chevrolet Corvette Z51

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

2014 Chevrolet Corvette Z51

San Angelo, TX

UnscoredInsufficient · 0
$42,18149,194 mi

San Angelo, TX

2014 Chevrolet Camaro ZL1

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

2014 Chevrolet Camaro ZL1

San Angelo, TX

UnscoredInsufficient · 0
$43,50032,264 mi

San Angelo, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

San Angelo, TX

Fair PriceRobust · 67
$47,405Mileage not verified

Market: $45,409 – $59,819

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

San Angelo, TX

2027 Nissan Z Sport

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

2027 Nissan Z Sport

San Angelo, TX

Fair PriceModerate · 21
$47,655Mileage not verified

Market: $45,231 – $48,695

Comparison: 21 similar vehicles

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

San Angelo, TX

2021 Chevrolet Camaro 2SS

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

2021 Chevrolet Camaro 2SS

San Angelo, TX

UnscoredInsufficient · 0
$49,00012,000 mi

San Angelo, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

San Angelo, TX

Fair PriceRobust · 67
$49,525Mileage not verified

Market: $45,409 – $59,819

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

San Angelo, TX

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

San Angelo, TX

Fair PriceRobust · 151
$58,865Mileage not verified

Market: $48,565 – $175,110

Comparison: 151 similar vehicles

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

San Angelo, TX

2023 Chevrolet Corvette 2LT

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

2023 Chevrolet Corvette 2LT

San Angelo, TX

UnscoredLimited · 5
$71,40013,972 mi

Comparison: 5 similar vehicles

San Angelo, TX

2021 Dodge Challenger SRT

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

2021 Dodge Challenger SRT

San Angelo, TX

UnscoredInsufficient · 0
$73,22449,556 mi

San Angelo, TX

2020 Chevrolet Corvette 3LT

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

2020 Chevrolet Corvette 3LT

San Angelo, TX

UnscoredInsufficient · 0
$75,9002,390 mi

San Angelo, TX

2023 Dodge Challenger SRT

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

2023 Dodge Challenger SRT

San Angelo, TX

Fair PriceLimited · 16
$77,500723 mi

Market: $68,158 – $95,013

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

San Angelo, TX

2018 Chevrolet Camaro ZL1

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

2018 Chevrolet Camaro ZL1

San Angelo, TX

UnscoredInsufficient · 0
$79,9507,516 mi

San Angelo, TX

2022 Dodge Challenger SRT

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

2022 Dodge Challenger SRT

San Angelo, TX

UnscoredInsufficient · 0
$120,000Mileage not verified

San Angelo, TX

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Ballinger, TX

Fair PriceLimited · 19
$165,835Mileage not verified

Market: $140,589 – $264,300

Comparison: 19 similar vehicles

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

Ballinger, 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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