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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 12, 2026

6M+

Unique vehicles analyzed

as of October 11, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

2,470 listings found

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Grand Forks, ND

Fair PriceLimited · 12
$25,983Mileage not verified

Market: $25,997 – $30,700

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 29 days listed (based on current market benchmarks)

Grand Forks, ND

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Grand Forks, ND

Fair PriceLimited · 12
$25,997Mileage not verified

Market: $25,983 – $30,700

Comparison: 12 similar vehicles

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

Grand Forks, ND

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Grand Forks, ND

UnscoredInsufficient · 4
$26,523Mileage not verified

Comparison: 4 similar vehicles

Grand Forks, ND

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Grand Forks, ND

UnscoredInsufficient · 4
$26,645Mileage not verified

Comparison: 4 similar vehicles

Grand Forks, ND

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Grand Forks, ND

UnscoredInsufficient · 4
$26,780Mileage not verified

Comparison: 4 similar vehicles

Grand Forks, ND

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Grand Forks, ND

Fair PriceLimited · 10
$27,963Mileage not verified

Market: $27,963 – $28,514

Comparison: 10 similar vehicles

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

Grand Forks, ND

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Grand Forks, ND

UnscoredLimited · 9
$27,963Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Grand Forks, ND

UnscoredLimited · 9
$27,963Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Grand Forks, ND

UnscoredLimited · 9
$27,963Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Grand Forks, ND

UnscoredLimited · 9
$28,514Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Grand Forks, ND

UnscoredLimited · 9
$28,514Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2027 Kia Seltos S

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

2027 Kia Seltos S

Grand Forks, ND

UnscoredLimited · 6
$30,524Mileage not verified

Comparison: 6 similar vehicles

Grand Forks, ND

2027 Kia Sportage LX

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

2027 Kia Sportage LX

Grand Forks, ND

UnscoredInsufficient · 3
$32,183Mileage not verified

Comparison: 3 similar vehicles

Grand Forks, ND

2027 Kia Sportage LX

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

2027 Kia Sportage LX

Grand Forks, ND

UnscoredInsufficient · 3
$32,649Mileage not verified

Comparison: 3 similar vehicles

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$33,134Mileage not verified

Market: $33,714 – $38,291

Comparison: 38 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 102 days listed (based on current market benchmarks)

Grand Forks, ND

2027 Kia Sportage EX

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

2027 Kia Sportage EX

Grand Forks, ND

Great DealLimited · 13
$33,399Mileage not verified

Market: $34,714 – $35,774

Comparison: 13 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$33,714Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$33,714Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$34,160Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

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

Grand Forks, ND

Fair PriceLimited · 16
$34,219Mileage not verified

Market: $32,427 – $35,300

Comparison: 16 similar vehicles

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

Grand Forks, ND

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Grand Forks, ND

UnscoredLimited · 5
$34,424Mileage not verified

Comparison: 5 similar vehicles

Grand Forks, ND

2027 Kia Sportage S Hybrid

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

2027 Kia Sportage S Hybrid

Grand Forks, ND

UnscoredInsufficient · 0
$34,504Mileage not verified

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Finley, ND

Fair PriceRobust · 271
$35,045197 mi

Market: $30,515 – $38,670

Comparison: 271 similar vehicles

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

Finley, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,133Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,559Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,559Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,559Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,569Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,569Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,569Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,569Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,569Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

2027 Kia Sportage EX

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

2027 Kia Sportage EX

Grand Forks, ND

OverpricedLimited · 13
$35,774Mileage not verified

Market: $33,399 – $35,734

Comparison: 13 similar vehicles

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grand Forks, ND

Fair PriceModerate · 38
$35,842Mileage not verified

Market: $33,134 – $38,291

Comparison: 38 similar vehicles

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

Grand Forks, ND

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

Grand Forks, ND

Fair PriceLimited · 13
$35,975Mileage not verified

Market: $35,849 – $37,405

Comparison: 13 similar vehicles

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

Grand Forks, ND

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Thief River Falls, MN

Fair PriceModerate · 35
$36,185225 mi

Market: $33,134 – $38,291

Comparison: 35 similar vehicles

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

Thief River Falls, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Oslo, MN

UnscoredInsufficient · 0
$36,365Mileage not verified

Oslo, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Oslo, MN

UnscoredInsufficient · 0
$36,365Mileage not verified

Oslo, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Red Lake Falls, MN

Fair PriceModerate · 35
$36,385Mileage not verified

Market: $33,134 – $38,291

Comparison: 35 similar vehicles

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

Red Lake Falls, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Red Lake Falls, MN

Fair PriceModerate · 35
$36,385Mileage not verified

Market: $33,134 – $38,291

Comparison: 35 similar vehicles

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

Red Lake Falls, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grafton, ND

Fair PriceModerate · 35
$36,390Mileage not verified

Market: $33,134 – $38,291

Comparison: 35 similar vehicles

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

Grafton, ND

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Thief River Falls, MN

UnscoredLimited · 7
$36,495Mileage not verified

Comparison: 7 similar vehicles

Thief River Falls, MN

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Thief River Falls, MN

UnscoredLimited · 7
$36,495Mileage not verified

Comparison: 7 similar vehicles

Thief River Falls, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Oslo, MN

UnscoredInsufficient · 0
$36,630Mileage not verified

Oslo, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Oslo, MN

Fair PriceModerate · 35
$36,630Mileage not verified

Market: $33,134 – $38,291

Comparison: 35 similar vehicles

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

Oslo, MN

2027 Kia Sportage X-Line

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

2027 Kia Sportage X-Line

Grand Forks, ND

Fair PriceLimited · 12
$36,699Mileage not verified

Market: $36,504 – $40,109

Comparison: 12 similar vehicles

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

Grand Forks, ND

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Ada, MN

Fair PriceLimited · 18
$36,740Mileage not verified

Market: $35,741 – $38,665

Comparison: 18 similar vehicles

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

Ada, MN

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Grand Forks, ND

UnscoredLimited · 5
$36,839Mileage not verified

Comparison: 5 similar vehicles

Grand Forks, ND

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Thief River Falls, MN

UnscoredLimited · 7
$36,840Mileage not verified

Comparison: 7 similar vehicles

Thief River Falls, MN

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Grand Forks, ND

UnscoredLimited · 5
$36,849Mileage not verified

Comparison: 5 similar vehicles

Grand Forks, ND

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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