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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 9, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 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

649 listings found

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Artesia, NM

UnscoredInsufficient · 4
$35,469Mileage not verified

Comparison: 4 similar vehicles

Artesia, NM

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Carlsbad, NM

UnscoredInsufficient · 4
$35,469Mileage not verified

Comparison: 4 similar vehicles

Carlsbad, NM

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Artesia, NM

Fair PriceRobust · 231
$36,025Mileage not verified

Market: $29,370 – $39,581

Comparison: 231 similar vehicles

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

Artesia, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Carlsbad, NM

UnscoredInsufficient · 3
$41,069Mileage not verified

Comparison: 3 similar vehicles

Carlsbad, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Artesia, NM

UnscoredInsufficient · 3
$41,069Mileage not verified

Comparison: 3 similar vehicles

Artesia, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Artesia, NM

UnscoredInsufficient · 3
$41,664Mileage not verified

Comparison: 3 similar vehicles

Artesia, NM

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Artesia, NM

UnscoredInsufficient · 3
$41,664Mileage not verified

Comparison: 3 similar vehicles

Artesia, NM

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Carlsbad, NM

Fair PriceModerate · 44
$44,179Mileage not verified

Market: $41,990 – $48,200

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Carlsbad, NM

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Carlsbad, NM

Fair PriceRobust · 161
$44,334Mileage not verified

Market: $40,415 – $51,095

Comparison: 161 similar vehicles

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

Carlsbad, 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

Artesia, NM

Fair PriceLimited · 13
$45,939Mileage not verified

Market: $46,120 – $53,065

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Artesia, NM

2027 Jeep Cherokee Overland

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

2027 Jeep Cherokee Overland

Carlsbad, NM

UnscoredInsufficient · 0
$47,384Mileage not verified

Carlsbad, NM

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Artesia, NM

Fair PriceLimited · 14
$47,834Mileage not verified

Market: $48,282 – $56,190

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Artesia, NM

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Carlsbad, NM

Fair PriceRobust · 141
$48,130Mileage not verified

Market: $48,125 – $62,305

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Carlsbad, 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

Artesia, NM

Fair PriceLimited · 13
$48,234Mileage not verified

Market: $45,939 – $53,065

Comparison: 13 similar vehicles

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

Artesia, NM

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Carlsbad, NM

Fair PriceLimited · 14
$49,059Mileage not verified

Market: $47,834 – $56,190

Comparison: 14 similar vehicles

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

Carlsbad, NM

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Carlsbad, NM

Fair PriceRobust · 65
$49,334Mileage not verified

Market: $44,620 – $54,521

Comparison: 65 similar vehicles

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

Carlsbad, 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

Artesia, NM

UnscoredInsufficient · 4
$49,629Mileage not verified

Comparison: 4 similar vehicles

Artesia, NM

2027 Jeep Wrangler 4-Door Sport S

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

2027 Jeep Wrangler 4-Door Sport S

Artesia, NM

UnscoredInsufficient · 3
$50,259Mileage not verified

Comparison: 3 similar vehicles

Artesia, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Artesia, NM

Fair PriceLimited · 13
$50,889Mileage not verified

Market: $51,799 – $54,764

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 days listed (based on current market benchmarks)

Artesia, NM

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Artesia, NM

Great DealLimited · 13
$51,466Mileage not verified

Market: $53,734 – $57,454

Comparison: 13 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 54 days listed (based on current market benchmarks)

Artesia, NM

2027 Jeep Wrangler 4-Door Sport S

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

2027 Jeep Wrangler 4-Door Sport S

Carlsbad, NM

UnscoredInsufficient · 3
$51,759Mileage not verified

Comparison: 3 similar vehicles

Carlsbad, 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

Artesia, NM

UnscoredInsufficient · 3
$51,884Mileage not verified

Comparison: 3 similar vehicles

Artesia, NM

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Artesia, NM

Fair PriceLimited · 10
$51,999Mileage not verified

Market: $51,999 – $52,709

Comparison: 10 similar vehicles

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

Artesia, NM

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Carlsbad, NM

Fair PriceLimited · 10
$51,999Mileage not verified

Market: $51,999 – $52,709

Comparison: 10 similar vehicles

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

Carlsbad, NM

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Carlsbad, NM

Fair PriceLimited · 10
$51,999Mileage not verified

Market: $51,999 – $52,709

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Carlsbad, NM

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Artesia, NM

Fair PriceLimited · 10
$52,209Mileage not verified

Market: $51,999 – $52,709

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Artesia, NM

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Carlsbad, NM

UnscoredLimited · 5
$52,254Mileage not verified

Comparison: 5 similar vehicles

Carlsbad, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Carlsbad, NM

Fair PriceLimited · 13
$52,294Mileage not verified

Market: $50,889 – $54,764

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Carlsbad, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Carlsbad, NM

Fair PriceLimited · 13
$52,394Mileage not verified

Market: $50,889 – $54,764

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Carlsbad, NM

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Artesia, NM

Fair PriceLimited · 10
$52,434Mileage not verified

Market: $51,999 – $52,709

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Artesia, NM

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Carlsbad, NM

UnscoredLimited · 5
$52,559Mileage not verified

Comparison: 5 similar vehicles

Carlsbad, 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

Carlsbad, NM

UnscoredInsufficient · 3
$52,659Mileage not verified

Comparison: 3 similar vehicles

Carlsbad, NM

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Carlsbad, NM

OverpricedLimited · 10
$52,709Mileage not verified

Market: $51,999 – $52,434

Comparison: 10 similar vehicles

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

Carlsbad, NM

2027 Jeep Wrangler 4-Door Sport S

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

2027 Jeep Wrangler 4-Door Sport S

Carlsbad, NM

UnscoredInsufficient · 4
$52,779Mileage not verified

Comparison: 4 similar vehicles

Carlsbad, NM

2027 RAM 1500 Pickup Tradesman

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

2027 RAM 1500 Pickup Tradesman

Artesia, NM

Fair PriceModerate · 41
$53,329Mileage not verified

Market: $44,070 – $57,979

Comparison: 41 similar vehicles

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

Artesia, NM

2027 RAM 1500 Pickup Tradesman

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

2027 RAM 1500 Pickup Tradesman

Carlsbad, NM

Fair PriceModerate · 41
$53,329Mileage not verified

Market: $44,070 – $57,979

Comparison: 41 similar vehicles

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

Carlsbad, NM

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Artesia, NM

UnscoredLimited · 6
$53,514Mileage not verified

Comparison: 6 similar vehicles

Artesia, NM

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Artesia, NM

Fair PriceLimited · 13
$53,734Mileage not verified

Market: $51,466 – $57,454

Comparison: 13 similar vehicles

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

Artesia, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Artesia, NM

Fair PriceLimited · 14
$54,169Mileage not verified

Market: $50,889 – $54,764

Comparison: 14 similar vehicles

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

Artesia, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Artesia, NM

Fair PriceLimited · 14
$54,169Mileage not verified

Market: $50,889 – $54,764

Comparison: 14 similar vehicles

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

Artesia, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Artesia, NM

Fair PriceLimited · 14
$54,259Mileage not verified

Market: $50,889 – $54,764

Comparison: 14 similar vehicles

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

Artesia, NM

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Carlsbad, NM

Fair PriceLimited · 19
$54,679Mileage not verified

Market: $55,124 – $58,799

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Carlsbad, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Carlsbad, NM

Fair PriceLimited · 14
$54,764Mileage not verified

Market: $50,889 – $54,764

Comparison: 14 similar vehicles

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

Carlsbad, NM

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Artesia, NM

Fair PriceLimited · 14
$54,764Mileage not verified

Market: $50,889 – $54,764

Comparison: 14 similar vehicles

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

Artesia, NM

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Carlsbad, NM

Fair PriceLimited · 19
$55,124Mileage not verified

Market: $54,679 – $58,799

Comparison: 19 similar vehicles

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

Carlsbad, NM

2027 Jeep Gladiator Rewind

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

2027 Jeep Gladiator Rewind

Artesia, NM

UnscoredInsufficient · 4
$55,814Mileage not verified

Comparison: 4 similar vehicles

Artesia, NM

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Artesia, NM

Fair PriceModerate · 20
$55,854Mileage not verified

Market: $54,679 – $60,400

Comparison: 20 similar vehicles

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

Artesia, NM

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Carlsbad, NM

Fair PriceLimited · 13
$55,929Mileage not verified

Market: $51,466 – $57,454

Comparison: 13 similar vehicles

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

Carlsbad, NM

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Artesia, NM

Fair PriceModerate · 20
$55,949Mileage not verified

Market: $54,679 – $60,400

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Artesia, NM

2027 Jeep Grand Cherokee Limited Reserve

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

2027 Jeep Grand Cherokee Limited Reserve

Artesia, NM

UnscoredLimited · 9
$55,989Mileage not verified

Comparison: 9 similar vehicles

Artesia, 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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