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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

1,291 listings found

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Hobbs, NM

UnscoredInsufficient · 3
$23,880Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Hobbs, NM

UnscoredInsufficient · 3
$24,680Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Hobbs, NM

Fair PriceRobust · 378
$24,720Mileage not verified

Market: $24,385 – $27,979

Comparison: 378 similar vehicles

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

Hobbs, NM

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Hobbs, NM

UnscoredInsufficient · 3
$25,080Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Hobbs, NM

UnscoredInsufficient · 3
$25,080Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Hobbs, NM

Fair PriceRobust · 400
$25,200Mileage not verified

Market: $24,192 – $27,875

Comparison: 400 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Hobbs, NM

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Hobbs, NM

Fair PriceRobust · 379
$26,195Mileage not verified

Market: $25,324 – $32,160

Comparison: 379 similar vehicles

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

Hobbs, NM

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Hobbs, NM

Fair PriceRobust · 75
$26,449Mileage not verified

Market: $24,678 – $29,615

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Hobbs, NM

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Hobbs, NM

Fair PriceRobust · 75
$26,859Mileage not verified

Market: $24,678 – $29,615

Comparison: 75 similar vehicles

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

Hobbs, NM

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Hobbs, NM

Fair PriceRobust · 379
$28,600Mileage not verified

Market: $25,324 – $32,160

Comparison: 379 similar vehicles

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

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Denver City, TX

UnscoredLimited · 5
$31,715Mileage not verified

Comparison: 5 similar vehicles

Denver City, TX

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Hobbs, NM

Fair PriceRobust · 325
$31,750Mileage not verified

Market: $26,090 – $33,060

Comparison: 325 similar vehicles

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

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hobbs, NM

UnscoredLimited · 5
$32,859Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hobbs, NM

UnscoredLimited · 5
$32,859Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hobbs, NM

UnscoredLimited · 5
$32,859Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hobbs, NM

Fair PriceRobust · 202
$32,859Mileage not verified

Market: $26,224 – $39,581

Comparison: 202 similar vehicles

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

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hobbs, NM

UnscoredLimited · 5
$33,605Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Hobbs, NM

Fair PriceModerate · 34
$34,874Mileage not verified

Market: $34,140 – $37,040

Comparison: 34 similar vehicles

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

Hobbs, NM

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Hobbs, NM

Fair PriceModerate · 34
$34,874Mileage not verified

Market: $34,140 – $37,040

Comparison: 34 similar vehicles

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

Hobbs, NM

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Hobbs, NM

Fair PriceModerate · 45
$34,889Mileage not verified

Market: $30,640 – $41,719

Comparison: 45 similar vehicles

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

Hobbs, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hobbs, NM

UnscoredLimited · 5
$35,954Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Hobbs, NM

UnscoredLimited · 6
$36,279Mileage not verified

Comparison: 6 similar vehicles

Hobbs, NM

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Denver City, TX

UnscoredInsufficient · 3
$36,615Mileage not verified

Comparison: 3 similar vehicles

Denver City, TX

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Hobbs, NM

UnscoredInsufficient · 3
$36,670Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Hobbs, NM

UnscoredInsufficient · 3
$36,670Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Hobbs, NM

Fair PriceRobust · 274
$36,880Mileage not verified

Market: $35,240 – $45,870

Comparison: 274 similar vehicles

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

Hobbs, NM

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Hobbs, NM

Fair PriceRobust · 274
$36,880Mileage not verified

Market: $35,240 – $45,870

Comparison: 274 similar vehicles

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

Hobbs, NM

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Hobbs, NM

Fair PriceRobust · 274
$36,880Mileage not verified

Market: $35,240 – $45,870

Comparison: 274 similar vehicles

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

Hobbs, NM

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Hobbs, NM

UnscoredInsufficient · 3
$37,165Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Hobbs, NM

Fair PriceModerate · 45
$37,224Mileage not verified

Market: $30,640 – $41,719

Comparison: 45 similar vehicles

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

Hobbs, NM

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Hobbs, NM

Fair PriceRobust · 67
$38,254Mileage not verified

Market: $36,120 – $43,638

Comparison: 67 similar vehicles

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

Hobbs, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Hobbs, NM

Fair PriceLimited · 19
$40,869Mileage not verified

Market: $40,350 – $41,959

Comparison: 19 similar vehicles

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

Hobbs, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Hobbs, NM

Fair PriceLimited · 19
$41,069Mileage not verified

Market: $40,350 – $41,959

Comparison: 19 similar vehicles

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

Hobbs, NM

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Hobbs, NM

UnscoredInsufficient · 0
$41,864Mileage not verified

Hobbs, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Hobbs, NM

OverpricedLimited · 19
$41,959Mileage not verified

Market: $40,350 – $41,664

Comparison: 19 similar vehicles

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

Hobbs, 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

Hobbs, NM

UnscoredLimited · 6
$43,919Mileage not verified

Comparison: 6 similar vehicles

Hobbs, NM

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Andrews, TX

UnscoredLimited · 7
$44,090Mileage not verified

Comparison: 7 similar vehicles

Andrews, TX

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Andrews, TX

UnscoredLimited · 7
$44,090Mileage not verified

Comparison: 7 similar vehicles

Andrews, TX

2027 Toyota Unknown

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

2027 Toyota Unknown

Hobbs, NM

UnscoredInsufficient · 0
$44,378Mileage not verified

Hobbs, 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

Hobbs, NM

UnscoredLimited · 6
$44,514Mileage not verified

Comparison: 6 similar vehicles

Hobbs, NM

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Hobbs, NM

Fair PriceRobust · 152
$44,620Mileage not verified

Market: $40,159 – $51,095

Comparison: 152 similar vehicles

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

Hobbs, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Hobbs, NM

UnscoredLimited · 5
$44,914Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Hobbs, NM

UnscoredLimited · 5
$45,909Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Andrews, TX

Fair PriceModerate · 49
$45,995Mileage not verified

Market: $43,020 – $51,360

Comparison: 49 similar vehicles

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

Andrews, TX

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Hobbs, NM

UnscoredLimited · 5
$48,114Mileage not verified

Comparison: 5 similar vehicles

Hobbs, NM

2027 Dodge Durango GT HEMI V8

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

2027 Dodge Durango GT HEMI V8

Hobbs, NM

UnscoredInsufficient · 3
$48,234Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Dodge Durango GT HEMI V8

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

2027 Dodge Durango GT HEMI V8

Hobbs, NM

UnscoredInsufficient · 3
$48,434Mileage not verified

Comparison: 3 similar vehicles

Hobbs, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Denver City, TX

UnscoredLimited · 5
$49,365Mileage not verified

Comparison: 5 similar vehicles

Denver City, TX

2027 Jeep Wrangler 4-Door Sport

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

2027 Jeep Wrangler 4-Door Sport

Hobbs, NM

UnscoredLimited · 9
$49,409Mileage not verified

Comparison: 9 similar vehicles

Hobbs, NM

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Hobbs, NM

UnscoredLimited · 5
$49,809Mileage not verified

Comparison: 5 similar vehicles

Hobbs, 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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