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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 6, 2026

5.9M+

Unique vehicles analyzed

as of October 6, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

623 listings found

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Alamogordo, NM

UnscoredLimited · 5
$26,132Mileage not verified

Comparison: 5 similar vehicles

Alamogordo, NM

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Alamogordo, NM

Fair PriceLimited · 15
$28,313Mileage not verified

Market: $26,062 – $29,978

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Alamogordo, NM

Fair PriceModerate · 44
$28,599Mileage not verified

Market: $28,375 – $31,802

Comparison: 44 similar vehicles

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

Alamogordo, NM

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Alamogordo, NM

Fair PriceModerate · 44
$29,054Mileage not verified

Market: $28,375 – $31,802

Comparison: 44 similar vehicles

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

Alamogordo, NM

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Alamogordo, NM

Fair PriceModerate · 44
$30,099Mileage not verified

Market: $28,375 – $31,802

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Alamogordo, NM

Fair PriceRobust · 59
$30,299Mileage not verified

Market: $29,850 – $33,602

Comparison: 59 similar vehicles

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

Alamogordo, NM

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Alamogordo, NM

Fair PriceRobust · 59
$30,754Mileage not verified

Market: $29,850 – $33,602

Comparison: 59 similar vehicles

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

Alamogordo, NM

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Alamogordo, NM

Fair PriceRobust · 59
$30,854Mileage not verified

Market: $29,850 – $33,602

Comparison: 59 similar vehicles

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

Alamogordo, NM

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Alamogordo, NM

UnscoredInsufficient · 3
$31,052Mileage not verified

Comparison: 3 similar vehicles

Alamogordo, NM

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Alamogordo, NM

UnscoredLimited · 5
$31,510Mileage not verified

Comparison: 5 similar vehicles

Alamogordo, NM

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Alamogordo, NM

UnscoredLimited · 5
$32,267Mileage not verified

Comparison: 5 similar vehicles

Alamogordo, NM

2027 Toyota Unknown

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

2027 Toyota Unknown

Alamogordo, NM

UnscoredInsufficient · 0
$32,992Mileage not verified

Alamogordo, NM

2027 Honda CR-V LX

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

2027 Honda CR-V LX

Alamogordo, NM

Fair PriceModerate · 22
$33,974Mileage not verified

Market: $33,750 – $36,722

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Toyota Unknown

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

2027 Toyota Unknown

Alamogordo, NM

UnscoredInsufficient · 0
$35,148Mileage not verified

Alamogordo, NM

2027 Toyota Unknown

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

2027 Toyota Unknown

Alamogordo, NM

UnscoredInsufficient · 0
$35,492Mileage not verified

Alamogordo, NM

2027 Toyota Unknown

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

2027 Toyota Unknown

Alamogordo, NM

UnscoredInsufficient · 0
$35,623Mileage not verified

Alamogordo, NM

2027 Honda CR-V EX

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

2027 Honda CR-V EX

Alamogordo, NM

Fair PriceModerate · 31
$36,004Mileage not verified

Market: $35,100 – $38,239

Comparison: 31 similar vehicles

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

Alamogordo, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Alamogordo, NM

Fair PriceRobust · 158
$36,450Mileage not verified

Market: $30,995 – $39,581

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Alamogordo, NM

UnscoredLimited · 5
$37,702Mileage not verified

Comparison: 5 similar vehicles

Alamogordo, NM

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Alamogordo, NM

UnscoredLimited · 6
$39,299Mileage not verified

Comparison: 6 similar vehicles

Alamogordo, NM

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Alamogordo, NM

UnscoredLimited · 6
$39,299Mileage not verified

Comparison: 6 similar vehicles

Alamogordo, NM

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Alamogordo, NM

UnscoredLimited · 6
$39,299Mileage not verified

Comparison: 6 similar vehicles

Alamogordo, NM

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Alamogordo, NM

UnscoredLimited · 6
$39,299Mileage not verified

Comparison: 6 similar vehicles

Alamogordo, NM

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Alamogordo, NM

UnscoredLimited · 6
$39,754Mileage not verified

Comparison: 6 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$41,124Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$41,124Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$41,124Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$41,579Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V TrailSport

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

2027 Honda CR-V TrailSport

Alamogordo, NM

Fair PriceLimited · 14
$41,654Mileage not verified

Market: $40,875 – $42,262

Comparison: 14 similar vehicles

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

Alamogordo, NM

2027 Honda CR-V TrailSport

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

2027 Honda CR-V TrailSport

Alamogordo, NM

Fair PriceLimited · 14
$41,654Mileage not verified

Market: $40,875 – $42,262

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Toyota Unknown

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

2027 Toyota Unknown

Alamogordo, NM

UnscoredInsufficient · 0
$42,292Mileage not verified

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$42,524Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$42,624Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$43,079Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Alamogordo, NM

UnscoredLimited · 7
$43,079Mileage not verified

Comparison: 7 similar vehicles

Alamogordo, NM

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Alamogordo, NM

Fair PriceRobust · 91
$43,089Mileage not verified

Market: $39,786 – $50,978

Comparison: 91 similar vehicles

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

Alamogordo, NM

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Alamogordo, NM

Fair PriceLimited · 16
$43,334Mileage not verified

Market: $42,415 – $45,000

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Alamogordo, NM

Fair PriceModerate · 35
$45,062Mileage not verified

Market: $42,540 – $48,200

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Ruidoso Downs, NM

Fair PriceRobust · 122
$45,182Mileage not verified

Market: $40,159 – $51,095

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Ruidoso Downs, NM

2027 Honda Odyssey EX-L

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

2027 Honda Odyssey EX-L

Alamogordo, NM

Fair PriceLimited · 19
$45,239Mileage not verified

Market: $44,915 – $47,332

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Alamogordo, NM

Fair PriceRobust · 171
$45,965Mileage not verified

Market: $43,174 – $55,694

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Ruidoso, NM

UnscoredInsufficient · 0
$46,194Mileage not verified

Ruidoso, NM

2027 Jeep Wrangler 2-Door Sport

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

2027 Jeep Wrangler 2-Door Sport

Alamogordo, NM

UnscoredLimited · 8
$46,482Mileage not verified

Comparison: 8 similar vehicles

Alamogordo, NM

2027 Honda Odyssey EX-L

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

2027 Honda Odyssey EX-L

Alamogordo, NM

Fair PriceLimited · 19
$46,634Mileage not verified

Market: $44,915 – $47,332

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Ruidoso, NM

Fair PriceRobust · 106
$46,664Mileage not verified

Market: $40,560 – $51,097

Comparison: 106 similar vehicles

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

Ruidoso, NM

2027 Honda Odyssey Sport L

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

2027 Honda Odyssey Sport L

Alamogordo, NM

UnscoredInsufficient · 0
$46,794Mileage not verified

Alamogordo, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ruidoso, NM

Fair PriceRobust · 214
$49,180Mileage not verified

Market: $42,298 – $55,694

Comparison: 214 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Ruidoso, NM

2027 Jeep Wrangler 2-Door Willys

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

2027 Jeep Wrangler 2-Door Willys

Alamogordo, NM

UnscoredInsufficient · 0
$50,382Mileage not verified

Alamogordo, NM

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Alamogordo, NM

Fair PriceRobust · 88
$52,138Mileage not verified

Market: $48,125 – $62,305

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Alamogordo, NM

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Ruidoso, NM

Fair PriceRobust · 97
$53,464Mileage not verified

Market: $45,955 – $56,229

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Ruidoso, NM

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
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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