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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

85 listings found

2022 Chevrolet Bolt EV LT

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

2022 Chevrolet Bolt EV LT

Marlin, TX

UnscoredInsufficient · 0
$15,72489,347 mi

Marlin, TX

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Waxahachie, TX

UnscoredInsufficient · 3
$19,99146,551 mi

Comparison: 3 similar vehicles

Waxahachie, TX

2021 Ford Mustang Mach-E Premium RWD

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

2021 Ford Mustang Mach-E Premium RWD

Corsicana, TX

UnscoredInsufficient · 3
$24,44163,270 mi

Comparison: 3 similar vehicles

Corsicana, TX

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Marlin, TX

UnscoredLimited · 8
$24,62415,923 mi

Comparison: 8 similar vehicles

Marlin, TX

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Waxahachie, TX

UnscoredLimited · 5
$24,66822,699 mi

Comparison: 5 similar vehicles

Waxahachie, TX

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Marlin, TX

Fair PriceRobust · 100
$25,12421,262 mi

Market: $23,911 – $25,998

Comparison: 100 similar vehicles

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

Marlin, TX

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Waxahachie, TX

UnscoredLimited · 5
$25,30083,074 mi

Comparison: 5 similar vehicles

Waxahachie, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Corsicana, TX

UnscoredLimited · 8
$25,415Mileage not verified

Comparison: 8 similar vehicles

Corsicana, TX

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Midlothian, TX

UnscoredLimited · 9
$25,99582,741 mi

Comparison: 9 similar vehicles

Midlothian, TX

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Waco, TX

UnscoredLimited · 5
$26,423Mileage not verified

Comparison: 5 similar vehicles

Waco, TX

2025 Ford Mustang Mach-E Select RWD

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

2025 Ford Mustang Mach-E Select RWD

Cleburne, TX

UnscoredInsufficient · 0
$27,98320,141 mi

Cleburne, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Marlin, TX

Fair PriceRobust · 389
$28,145Mileage not verified

Market: $23,033 – $37,417

Comparison: 389 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Marlin, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Waxahachie, TX

Fair PriceLimited · 14
$28,723Mileage not verified

Market: $24,871 – $37,417

Comparison: 14 similar vehicles

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

Waxahachie, TX

2022 Tesla Model Y Performance

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

2022 Tesla Model Y Performance

Waco, TX

Fair PriceModerate · 43
$28,99083,149 mi

Market: $24,214 – $31,590

Comparison: 43 similar vehicles

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

Waco, TX

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Waco, TX

Fair PriceRobust · 198
$28,995Mileage not verified

Market: $27,220 – $41,842

Comparison: 198 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Waco, TX

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Waco, TX

Fair PriceModerate · 48
$29,200Mileage not verified

Market: $15,700 – $30,223

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Waco, TX

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

West, TX

UnscoredInsufficient · 0
$29,2235,103 mi

West, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Waxahachie, TX

Fair PriceLimited · 14
$29,760Mileage not verified

Market: $24,871 – $37,417

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Waxahachie, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Waxahachie, TX

Fair PriceLimited · 14
$29,985Mileage not verified

Market: $24,871 – $37,417

Comparison: 14 similar vehicles

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

Waxahachie, TX

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Waco, TX

UnscoredInsufficient · 0
$30,220Mileage not verified

Waco, TX

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Waco, TX

OverpricedModerate · 48
$30,223Mileage not verified

Market: $15,700 – $29,200

Comparison: 48 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Waco, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Cleburne, TX

OverpricedLimited · 12
$30,700Mileage not verified

Market: $24,871 – $29,985

Comparison: 12 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Cleburne, TX

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Waco, TX

OverpricedRobust · 50
$31,023Mileage not verified

Market: $17,845 – $28,998

Comparison: 50 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Waco, TX

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Waco, TX

Fair PriceModerate · 22
$32,22041,599 mi

Market: $29,995 – $62,535

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Waco, TX

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Waco, TX

OverpricedRobust · 81
$32,223Mileage not verified

Market: $19,995 – $31,900

Comparison: 81 similar vehicles

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

Waco, TX

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

West, TX

Fair PriceLimited · 14
$33,21715,735 mi

Market: $30,000 – $35,696

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

West, TX

2022 Tesla Model Y Long Range

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

2022 Tesla Model Y Long Range

Waco, TX

OverpricedModerate · 32
$33,223Mileage not verified

Market: $21,888 – $33,000

Comparison: 32 similar vehicles

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

Waco, TX

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Waxahachie, TX

UnscoredLimited · 9
$33,985Mileage not verified

Comparison: 9 similar vehicles

Waxahachie, TX

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Cleburne, TX

Fair PriceLimited · 14
$34,444Mileage not verified

Market: $28,251 – $34,985

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 257 days listed (based on current market benchmarks)

Cleburne, TX

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Hillsboro, TX

Fair PriceRobust · 222
$34,545Mileage not verified

Market: $33,622 – $50,335

Comparison: 222 similar vehicles

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

Hillsboro, TX

2023 Cadillac LYRIQ Luxury

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

2023 Cadillac LYRIQ Luxury

Marlin, TX

UnscoredLimited · 6
$34,82420,165 mi

Comparison: 6 similar vehicles

Marlin, TX

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Waxahachie, TX

UnscoredLimited · 9
$34,985Mileage not verified

Comparison: 9 similar vehicles

Waxahachie, TX

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Cleburne, TX

Fair PriceModerate · 32
$36,116Mileage not verified

Market: $34,301 – $43,330

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Cleburne, TX

2026 Volvo EX30 Plus

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

2026 Volvo EX30 Plus

Temple, TX

Fair PriceLimited · 16
$37,927Mileage not verified

Market: $36,510 – $50,364

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 260 days listed (based on current market benchmarks)

Temple, TX

2025 Tesla Model Y Long Range

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

2025 Tesla Model Y Long Range

Waco, TX

UnscoredInsufficient · 0
$39,000Mileage not verified

Waco, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$39,214Mileage not verified

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 404 days listed (based on current market benchmarks)

Cleburne, TX

2025 Tesla Model 3 Long Range

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

2025 Tesla Model 3 Long Range

Waco, TX

UnscoredInsufficient · 4
$40,223Mileage not verified

Comparison: 4 similar vehicles

Waco, TX

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Waco, TX

UnscoredLimited · 5
$40,409Mileage not verified

Comparison: 5 similar vehicles

Waco, TX

2025 Cadillac LYRIQ Sport 1

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

2025 Cadillac LYRIQ Sport 1

Waco, TX

UnscoredInsufficient · 0
$40,800Mileage not verified

Waco, TX

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Waco, TX

UnscoredLimited · 5
$40,822Mileage not verified

Comparison: 5 similar vehicles

Waco, TX

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Waco, TX

UnscoredLimited · 5
$40,832Mileage not verified

Comparison: 5 similar vehicles

Waco, TX

2026 Honda Prologue EX

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

2026 Honda Prologue EX

Waco, TX

Fair PriceRobust · 69
$42,275Mileage not verified

Market: $35,675 – $46,573

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Waco, TX

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Waco, TX

UnscoredLimited · 5
$42,286Mileage not verified

Comparison: 5 similar vehicles

Waco, TX

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Waxahachie, TX

Fair PriceModerate · 35
$42,400Mileage not verified

Market: $34,301 – $46,002

Comparison: 35 similar vehicles

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

Waxahachie, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$42,512Mileage not verified

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 372 days listed (based on current market benchmarks)

Cleburne, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$42,512Mileage not verified

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 326 days listed (based on current market benchmarks)

Cleburne, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$42,512Mileage not verified

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 329 days listed (based on current market benchmarks)

Cleburne, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$42,512Mileage not verified

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 326 days listed (based on current market benchmarks)

Cleburne, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$42,512Mileage not verified

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 365 days listed (based on current market benchmarks)

Cleburne, TX

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Cleburne, TX

Fair PriceModerate · 27
$42,5122,120 mi

Market: $33,631 – $48,757

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 329 days listed (based on current market benchmarks)

Cleburne, 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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