Skip to main content
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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 2, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.1M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

No Photo

2027 Nissan KICKS S

West Springfield, MA

UnscoredInsufficient · 3
$25,784Mileage not verified

Comparison: 3 similar vehicles

West Springfield, MA

No Photo

2027 Chevrolet Bolt LT

Norwood, MA

Fair PriceModerate · 26
$25,834Mileage not verified

Market: $25,198$32,289

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Norwood, MA

No Photo

2027 Chevrolet Bolt LT

Brockton, MA

UnscoredLimited · 7
$25,860Mileage not verified

Comparison: 7 similar vehicles

Brockton, MA

No Photo

2027 Chevrolet Bolt LT

Brockton, MA

UnscoredLimited · 7
$25,860Mileage not verified

Comparison: 7 similar vehicles

Brockton, MA

No Photo

2027 Chevrolet Bolt LT

Brockton, MA

UnscoredLimited · 7
$25,860Mileage not verified

Comparison: 7 similar vehicles

Brockton, MA

No Photo

2027 Chevrolet Bolt LT

Brockton, MA

UnscoredLimited · 7
$25,860Mileage not verified

Comparison: 7 similar vehicles

Brockton, MA

No Photo

2027 Chevrolet Bolt LT

Norwood, MA

Fair PriceModerate · 26
$26,0902,441 mi

Market: $25,198$32,289

Comparison: 26 similar vehicles

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

Norwood, MA

No Photo

2027 Chevrolet Bolt LT

Norwood, MA

Fair PriceModerate · 26
$26,0902,020 mi

Market: $25,198$32,289

Comparison: 26 similar vehicles

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

Norwood, MA

No Photo

2027 Nissan KICKS S

Danvers, MA

Fair PriceLimited · 10
$26,764Mileage not verified

Market: $25,584$26,794

Comparison: 10 similar vehicles

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

Danvers, MA

No Photo

2027 Nissan KICKS S

Danvers, MA

Fair PriceLimited · 10
$26,764Mileage not verified

Market: $25,584$26,794

Comparison: 10 similar vehicles

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

Danvers, MA

No Photo

2027 Kia Seltos LX

Attleboro, MA

Great DealModerate · 29
$26,884Mileage not verified

Market: $27,914$29,595

Comparison: 29 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Attleboro, MA

No Photo

2027 Chevrolet Bolt LT

Hudson, MA

Fair PriceRobust · 90
$27,606Mileage not verified

Market: $25,198$32,669

Comparison: 90 similar vehicles

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

Hudson, MA

No Photo

2027 Hyundai Kona SE

Seekonk, MA

UnscoredInsufficient · 4
$27,790Mileage not verified

Comparison: 4 similar vehicles

Seekonk, MA

No Photo

2027 Kia Seltos LX

Quincy, MA

UnscoredLimited · 6
$27,914Mileage not verified

Comparison: 6 similar vehicles

Quincy, MA

No Photo

2027 Hyundai Kona SE

Raynham, MA

UnscoredLimited · 9
$27,935Mileage not verified

Comparison: 9 similar vehicles

Raynham, MA

No Photo

2027 Kia Seltos LX

Quincy, MA

UnscoredLimited · 7
$27,964Mileage not verified

Comparison: 7 similar vehicles

Quincy, MA

No Photo

2027 Chevrolet Bolt LT

Amesbury, MA

Great DealModerate · 47
$28,286Mileage not verified

Market: $28,751$30,845

Comparison: 47 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 29 days listed (based on current market benchmarks)

Amesbury, MA

No Photo

2027 Kia Seltos LX

Lynn, MA

Fair PriceModerate · 26
$28,324Mileage not verified

Market: $26,884$29,595

Comparison: 26 similar vehicles

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

Lynn, MA

No Photo

2027 Hyundai Kona SE

West Springfield, MA

UnscoredInsufficient · 4
$28,359Mileage not verified

Comparison: 4 similar vehicles

West Springfield, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,371Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Haverhill, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,371Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,371Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,371Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Kia Seltos LX

Quincy, MA

UnscoredLimited · 6
$28,385Mileage not verified

Comparison: 6 similar vehicles

Quincy, MA

No Photo

2027 Hyundai Kona SE

Barnstable, MA

UnscoredInsufficient · 3
$28,409Mileage not verified

Comparison: 3 similar vehicles

Barnstable, MA

No Photo

2027 Kia Seltos S

Shrewsbury, MA

Great DealModerate · 28
$28,438Mileage not verified

Market: $28,880$32,655

Comparison: 28 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 98 days listed (based on current market benchmarks)

Shrewsbury, MA

No Photo

2027 Nissan KICKS SV

Raynham, MA

UnscoredLimited · 6
$28,470Mileage not verified

Comparison: 6 similar vehicles

Raynham, MA

No Photo

2027 Hyundai Kona SEL Sport

Fall River, MA

UnscoredLimited · 5
$28,485Mileage not verified

Comparison: 5 similar vehicles

Fall River, MA

No Photo

2027 Hyundai Kona SE

West Springfield, MA

UnscoredInsufficient · 4
$28,489Mileage not verified

Comparison: 4 similar vehicles

West Springfield, MA

No Photo

2027 Nissan KICKS SV

Raynham, MA

UnscoredLimited · 6
$28,510Mileage not verified

Comparison: 6 similar vehicles

Raynham, MA

No Photo

2027 Nissan KICKS SV

Lynnfield, MA

Fair PriceModerate · 38
$28,514Mileage not verified

Market: $28,514$30,339

Comparison: 38 similar vehicles

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

Lynnfield, MA

No Photo

2027 Nissan KICKS SV

Danvers, MA

Fair PriceModerate · 21
$28,514Mileage not verified

Market: $28,514$29,839

Comparison: 21 similar vehicles

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

Danvers, MA

No Photo

2027 Kia Seltos LX

Quincy, MA

UnscoredLimited · 6
$28,540Mileage not verified

Comparison: 6 similar vehicles

Quincy, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,601Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Kia Seltos LX

Dartmouth, MA

Fair PriceModerate · 23
$28,605Mileage not verified

Market: $26,884$29,445

Comparison: 23 similar vehicles

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

Dartmouth, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,665Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Hyundai Kona SE

Barnstable, MA

UnscoredInsufficient · 3
$28,684Mileage not verified

Comparison: 3 similar vehicles

Barnstable, MA

No Photo

2027 Kia Seltos LX

Shrewsbury, MA

Fair PriceModerate · 23
$28,700Mileage not verified

Market: $26,884$29,445

Comparison: 23 similar vehicles

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

Shrewsbury, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,728Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Kia Seltos LX

Lawrence, MA

Fair PriceModerate · 23
$28,733Mileage not verified

Market: $27,914$29,595

Comparison: 23 similar vehicles

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

Lawrence, MA

No Photo

2027 Hyundai Kona SEL Sport

Fall River, MA

UnscoredLimited · 5
$28,750Mileage not verified

Comparison: 5 similar vehicles

Fall River, MA

No Photo

2027 Chevrolet Bolt LT

Woburn, MA

Fair PriceLimited · 10
$28,780Mileage not verified

Market: $28,780$29,775

Comparison: 10 similar vehicles

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

Woburn, MA

No Photo

2027 Hyundai Kona Essential

North Attleborough, MA

Great DealRobust · 114
$28,785Mileage not verified

Market: $28,840$30,590

Comparison: 114 similar vehicles

North Attleborough, MA

No Photo

2027 Hyundai Kona SEL Sport

Fall River, MA

UnscoredLimited · 5
$28,790Mileage not verified

Comparison: 5 similar vehicles

Fall River, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,792Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,804Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Honda HR-V LX

Haverhill, MA

Fair PriceLimited · 17
$28,804Mileage not verified

Market: $28,371$30,005

Comparison: 17 similar vehicles

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

Haverhill, MA

No Photo

2027 Chevrolet Bolt LT

Lynn, MA

Fair PriceRobust · 90
$28,827Mileage not verified

Market: $25,198$32,669

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Lynn, MA

No Photo

2027 Kia Seltos LX

Quincy, MA

UnscoredLimited · 7
$28,830Mileage not verified

Comparison: 7 similar vehicles

Quincy, MA

No Photo

2027 Hyundai Kona SEL Sport

Fall River, MA

UnscoredLimited · 5
$28,830Mileage not verified

Comparison: 5 similar vehicles

Fall River, MA

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 adds a price below the comparable market range. 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.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot velocity is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
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 undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing 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 used only as context that can withhold a verdict on extreme-mileage vehicles rather than adjust the comparable prices. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available in the the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
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?
OAV's inventory standardization and Price-to-Market analysis is protected by U.S. Patent No. 12,236,477. The 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.

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.