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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

1,335 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

Abilene, TX

Fair PriceRobust · 1802
$23,480Mileage not verified

Market: $22,554 – $27,143

Comparison: 1802 similar vehicles

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

Abilene, TX

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Abilene, TX

Fair PriceRobust · 2554
$25,315Mileage not verified

Market: $23,400 – $33,832

Comparison: 2554 similar vehicles

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

Abilene, TX

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Abilene, TX

Fair PriceRobust · 2554
$25,520Mileage not verified

Market: $23,400 – $33,832

Comparison: 2554 similar vehicles

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

Abilene, TX

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Abilene, TX

Fair PriceRobust · 2554
$25,865Mileage not verified

Market: $23,400 – $33,832

Comparison: 2554 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Abilene, TX

2027 Mitsubishi Outlander Sport S

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

2027 Mitsubishi Outlander Sport S

Abilene, TX

Fair PriceRobust · 294
$26,315Mileage not verified

Market: $21,813 – $34,725

Comparison: 294 similar vehicles

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

Abilene, TX

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Abilene, TX

UnscoredInsufficient · 3
$26,530Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Abilene, TX

UnscoredInsufficient · 3
$26,855Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Abilene, TX

UnscoredInsufficient · 3
$27,185Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Abilene, TX

Fair PriceRobust · 1228
$27,740Mileage not verified

Market: $25,138 – $34,697

Comparison: 1228 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Abilene, TX

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Abilene, TX

UnscoredInsufficient · 3
$28,855Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2027 Nissan KICKS SR

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

2027 Nissan KICKS SR

Abilene, TX

Fair PriceRobust · 999
$29,850Mileage not verified

Market: $26,427 – $34,536

Comparison: 999 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Abilene, TX

2027 Nissan KICKS Rock Creek

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

2027 Nissan KICKS Rock Creek

Abilene, TX

OverpricedLimited · 12
$31,205Mileage not verified

Comparison: 12 similar vehicles

Abilene, TX

2027 Nissan Unknown SV

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

2027 Nissan Unknown SV

Abilene, TX

Fair PriceRobust · 861
$31,580Mileage not verified

Market: $28,738 – $37,265

Comparison: 861 similar vehicles

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

Abilene, TX

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Anson, TX

Fair PriceRobust · 316
$32,620Mileage not verified

Market: $30,640 – $41,719

Comparison: 316 similar vehicles

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

Anson, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Anson, TX

Fair PriceRobust · 1940
$35,950Mileage not verified

Market: $23,974 – $39,475

Comparison: 1940 similar vehicles

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

Anson, TX

2027 Nissan Rogue

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

2027 Nissan Rogue

Abilene, TX

UnscoredInsufficient · 0
$36,135Mileage not verified

Abilene, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Haskell, TX

Fair PriceRobust · 2043
$37,010Mileage not verified

Market: $23,974 – $39,475

Comparison: 2043 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Haskell, TX

2027 Nissan Unknown SV

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

2027 Nissan Unknown SV

Abilene, TX

OverpricedRobust · 861
$37,265Mileage not verified

Market: $28,738 – $37,195

Comparison: 861 similar vehicles

Abilene, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$37,955Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$38,405Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$38,530Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Nissan Rogue

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

2027 Nissan Rogue

Abilene, TX

UnscoredInsufficient · 0
$39,135Mileage not verified

Abilene, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$40,250Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Anson, TX

Fair PriceRobust · 487
$40,580Mileage not verified

Market: $28,582 – $43,720

Comparison: 487 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Anson, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$41,595Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$41,920Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Nissan Frontier SV

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

2027 Nissan Frontier SV

Abilene, TX

UnscoredLimited · 6
$42,215Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Haskell, TX

Fair PriceRobust · 301
$42,225Mileage not verified

Market: $28,582 – $43,370

Comparison: 301 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Haskell, TX

2027 Nissan Frontier PRO-4X

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

2027 Nissan Frontier PRO-4X

Abilene, TX

Fair PriceRobust · 333
$43,290Mileage not verified

Market: $39,598 – $54,580

Comparison: 333 similar vehicles

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

Abilene, TX

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Abilene, TX

Fair PriceRobust · 216
$43,362Mileage not verified

Market: $39,301 – $51,312

Comparison: 216 similar vehicles

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

Abilene, TX

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Abilene, TX

UnscoredLimited · 7
$43,495Mileage not verified

Comparison: 7 similar vehicles

Abilene, TX

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Anson, TX

UnscoredLimited · 5
$44,415Mileage not verified

Comparison: 5 similar vehicles

Anson, TX

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

Abilene, TX

Fair PriceRobust · 154
$44,507Mileage not verified

Market: $42,257 – $69,616

Comparison: 154 similar vehicles

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

Abilene, TX

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

Abilene, TX

Fair PriceRobust · 154
$44,507Mileage not verified

Market: $42,257 – $69,616

Comparison: 154 similar vehicles

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

Abilene, TX

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

Abilene, TX

Fair PriceRobust · 154
$44,795Mileage not verified

Market: $42,257 – $69,616

Comparison: 154 similar vehicles

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

Abilene, TX

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Anson, TX

Fair PriceRobust · 135
$45,364Mileage not verified

Market: $42,194 – $49,138

Comparison: 135 similar vehicles

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

Anson, TX

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Haskell, TX

Fair PriceRobust · 1453
$45,865Mileage not verified

Market: $35,317 – $55,258

Comparison: 1453 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Haskell, TX

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

Abilene, TX

UnscoredLimited · 8
$46,098Mileage not verified

Comparison: 8 similar vehicles

Abilene, TX

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Anson, TX

Fair PriceRobust · 135
$46,164Mileage not verified

Market: $42,194 – $49,138

Comparison: 135 similar vehicles

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

Anson, TX

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Anson, TX

Fair PriceRobust · 135
$46,785Mileage not verified

Market: $42,194 – $49,138

Comparison: 135 similar vehicles

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

Anson, TX

2027 Nissan Murano Dark Armor

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

2027 Nissan Murano Dark Armor

Abilene, TX

Fair PriceRobust · 317
$47,320Mileage not verified

Market: $42,971 – $52,744

Comparison: 317 similar vehicles

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

Abilene, TX

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Anson, TX

Fair PriceLimited · 11
$50,524Mileage not verified

Market: $49,725 – $51,425

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Anson, TX

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Anson, TX

Fair PriceLimited · 11
$50,674Mileage not verified

Market: $49,725 – $51,425

Comparison: 11 similar vehicles

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

Anson, TX

2027 Buick Enclave Preferred

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

2027 Buick Enclave Preferred

Anson, TX

UnscoredLimited · 6
$51,034Mileage not verified

Comparison: 6 similar vehicles

Anson, TX

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Abilene, TX

Fair PriceLimited · 13
$51,625Mileage not verified

Market: $45,360 – $70,490

Comparison: 13 similar vehicles

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

Abilene, TX

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Abilene, TX

Fair PriceLimited · 13
$51,715Mileage not verified

Market: $45,360 – $70,490

Comparison: 13 similar vehicles

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

Abilene, TX

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

Abilene, TX

UnscoredLimited · 8
$51,845Mileage not verified

Comparison: 8 similar vehicles

Abilene, TX

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

Abilene, TX

UnscoredInsufficient · 3
$53,168Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

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

Abilene, TX

UnscoredInsufficient · 3
$53,414Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

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

Abilene, TX

UnscoredInsufficient · 3
$53,600Mileage not verified

Comparison: 3 similar vehicles

Abilene, 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, 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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