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. 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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

59 listings found

2011 Mercedes-Benz GLK-Class GLK350

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

2011 Mercedes-Benz GLK-Class GLK350

Oakbrook Terrace, IL

UnscoredLimited · 6
$8,366107,040 mi

Comparison: 6 similar vehicles

Oakbrook Terrace, IL

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Oakbrook Terrace, IL

UnscoredInsufficient · 3
$8,97780,219 mi

Comparison: 3 similar vehicles

Oakbrook Terrace, IL

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Oakbrook Terrace, IL

UnscoredLimited · 8
$9,977109,262 mi

Comparison: 8 similar vehicles

Oakbrook Terrace, IL

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Oakbrook Terrace, IL

Fair PriceModerate · 33
$12,800114,889 mi

Market: $7,651 – $29,995

Comparison: 33 similar vehicles

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

Oakbrook Terrace, IL

2009 Mercedes-Benz SL-Class SL550

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

2009 Mercedes-Benz SL-Class SL550

Oakbrook Terrace, IL

UnscoredInsufficient · 3
$13,49974,357 mi

Comparison: 3 similar vehicles

Oakbrook Terrace, IL

2017 Mercedes-Benz GLA-Class GLA250

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

2017 Mercedes-Benz GLA-Class GLA250

Oakbrook Terrace, IL

Fair PriceLimited · 12
$15,70067,501 mi

Market: $10,999 – $16,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 386 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2017 Mercedes-Benz Sprinter Cargo Van Base

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

2017 Mercedes-Benz Sprinter Cargo Van Base

Oakbrook Terrace, IL

UnscoredLimited · 6
$16,300203,322 mi

Comparison: 6 similar vehicles

Oakbrook Terrace, IL

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

Oakbrook Terrace, IL

UnscoredInsufficient · 3
$19,88348,218 mi

Comparison: 3 similar vehicles

Oakbrook Terrace, IL

2020 Mercedes-Benz GLA GLA250

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

2020 Mercedes-Benz GLA GLA250

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$19,89945,118 mi

Oakbrook Terrace, IL

2017 Mercedes-Benz GLE-Class AMG GLE43

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

2017 Mercedes-Benz GLE-Class AMG GLE43

Oakbrook Terrace, IL

UnscoredLimited · 6
$19,977105,918 mi

Comparison: 6 similar vehicles

Oakbrook Terrace, IL

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Oakbrook Terrace, IL

Fair PriceModerate · 22
$22,37781,953 mi

Market: $19,364 – $27,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2020 Mercedes-Benz GLE GLE350

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

2020 Mercedes-Benz GLE GLE350

Oakbrook Terrace, IL

Fair PriceRobust · 54
$23,37094,329 mi

Market: $17,992 – $35,300

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2021 Mercedes-Benz GLB Base

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

2021 Mercedes-Benz GLB Base

Oakbrook Terrace, IL

UnscoredLimited · 7
$25,11740,611 mi

Comparison: 7 similar vehicles

Oakbrook Terrace, IL

2023 Mercedes-Benz GLB Base

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

2023 Mercedes-Benz GLB Base

Oakbrook Terrace, IL

UnscoredLimited · 9
$26,39928,232 mi

Comparison: 9 similar vehicles

Oakbrook Terrace, IL

2023 Mercedes-Benz CLA 250

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

2023 Mercedes-Benz CLA 250

Oakbrook Terrace, IL

Great DealLimited · 14
$26,80031,747 mi

Market: $28,720 – $31,990

Comparison: 14 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 221 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Oakbrook Terrace, IL

UnscoredLimited · 13
$27,16271,061 mi

Comparison: 13 similar vehicles

Oakbrook Terrace, IL

2022 Mercedes-Benz GLB Base

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

2022 Mercedes-Benz GLB Base

Oakbrook Terrace, IL

OverpricedLimited · 10
$28,27930,393 mi

Market: $24,990 – $28,092

Comparison: 10 similar vehicles

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

Oakbrook Terrace, IL

2019 Mercedes-Benz E-Class E450

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

2019 Mercedes-Benz E-Class E450

Oakbrook Terrace, IL

UnscoredLimited · 9
$29,90368,248 mi

Comparison: 9 similar vehicles

Oakbrook Terrace, IL

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Oakbrook Terrace, IL

Fair PriceLimited · 14
$29,91242,080 mi

Market: $27,990 – $32,904

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2024 Mercedes-Benz GLB Base

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

2024 Mercedes-Benz GLB Base

Oakbrook Terrace, IL

UnscoredLimited · 5
$32,01523,907 mi

Comparison: 5 similar vehicles

Oakbrook Terrace, IL

2022 Mercedes-Benz E-Class E350

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

2022 Mercedes-Benz E-Class E350

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$32,98750,156 mi

Oakbrook Terrace, IL

2020 Mercedes-Benz GLS GLS450

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

2020 Mercedes-Benz GLS GLS450

Oakbrook Terrace, IL

Fair PriceLimited · 18
$32,99962,604 mi

Market: $26,995 – $33,900

Comparison: 18 similar vehicles

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

Oakbrook Terrace, IL

2021 Mercedes-Benz GLC AMG GLC43

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

2021 Mercedes-Benz GLC AMG GLC43

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$36,31147,345 mi

Oakbrook Terrace, IL

2023 Mercedes-Benz EQE Base

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

2023 Mercedes-Benz EQE Base

Oakbrook Terrace, IL

UnscoredInsufficient · 4
$38,49530,136 mi

Comparison: 4 similar vehicles

Oakbrook Terrace, IL

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Oakbrook Terrace, IL

Fair PriceLimited · 15
$40,01524,166 mi

Market: $35,995 – $43,810

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2021 Mercedes-Benz GLE GLE450

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

2021 Mercedes-Benz GLE GLE450

Oakbrook Terrace, IL

UnscoredInsufficient · 4
$40,39542,644 mi

Comparison: 4 similar vehicles

Oakbrook Terrace, IL

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Oakbrook Terrace, IL

Fair PriceRobust · 134
$44,5879,899 mi

Market: $32,500 – $88,866

Comparison: 134 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2025 Mercedes-Benz E-Class E350

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

2025 Mercedes-Benz E-Class E350

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$44,77129,248 mi

Oakbrook Terrace, IL

2025 Mercedes-Benz GLE GLE350

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

2025 Mercedes-Benz GLE GLE350

Oakbrook Terrace, IL

Fair PriceModerate · 45
$46,25718,989 mi

Market: $42,888 – $88,866

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2024 Mercedes-Benz GLE GLE350

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

2024 Mercedes-Benz GLE GLE350

Oakbrook Terrace, IL

UnscoredInsufficient · 3
$48,8779,393 mi

Comparison: 3 similar vehicles

Oakbrook Terrace, IL

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Oakbrook Terrace, IL

Fair PriceRobust · 656
$49,655Mileage not verified

Market: $45,642 – $88,866

Comparison: 656 similar vehicles

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

Oakbrook Terrace, IL

2021 Mercedes-Benz GLE Coupe GLE 53 AMG

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

2021 Mercedes-Benz GLE Coupe GLE 53 AMG

Oakbrook Terrace, IL

Fair PriceLimited · 16
$50,41271,280 mi

Market: $50,003 – $88,866

Comparison: 16 similar vehicles

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

Oakbrook Terrace, IL

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Oakbrook Terrace, IL

Fair PriceRobust · 821
$51,475Mileage not verified

Market: $24,989 – $72,967

Comparison: 821 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Oakbrook Terrace, IL

Fair PriceRobust · 744
$54,115Mileage not verified

Market: $24,695 – $73,920

Comparison: 744 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 274 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2020 Mercedes-Benz AMG GT 4-Door Coupe 53

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

2020 Mercedes-Benz AMG GT 4-Door Coupe 53

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$58,28331,500 mi

Oakbrook Terrace, IL

2026 Mercedes-Benz GLE GLE350

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

2026 Mercedes-Benz GLE GLE350

Oakbrook Terrace, IL

Fair PriceRobust · 476
$60,4958,929 mi

Market: $56,322 – $88,866

Comparison: 476 similar vehicles

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

Oakbrook Terrace, IL

2024 Mercedes-Benz GLS Base

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

2024 Mercedes-Benz GLS Base

Oakbrook Terrace, IL

Fair PriceLimited · 18
$61,50737,650 mi

Market: $59,840 – $88,866

Comparison: 18 similar vehicles

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

Oakbrook Terrace, IL

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Oakbrook Terrace, IL

Fair PriceRobust · 949
$62,185Mileage not verified

Market: $46,312 – $88,866

Comparison: 949 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Oakbrook Terrace, IL

Fair PriceRobust · 2081
$63,440Mileage not verified

Market: $50,741 – $88,866

Comparison: 2081 similar vehicles

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

Oakbrook Terrace, IL

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Oakbrook Terrace, IL

Fair PriceRobust · 949
$64,235Mileage not verified

Market: $46,312 – $88,866

Comparison: 949 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Oakbrook Terrace, IL

Fair PriceRobust · 949
$64,265Mileage not verified

Market: $46,312 – $88,866

Comparison: 949 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2009 Mercedes-Benz SL-Class SL63 AMG

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

2009 Mercedes-Benz SL-Class SL63 AMG

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$67,77615,169 mi

Oakbrook Terrace, IL

2026 Mercedes-Benz E-Class E350

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

2026 Mercedes-Benz E-Class E350

Oakbrook Terrace, IL

Fair PriceRobust · 186
$74,445Mileage not verified

Market: $58,312 – $88,866

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2026 Mercedes-Benz GLE GLE350

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

2026 Mercedes-Benz GLE GLE350

Oakbrook Terrace, IL

Fair PriceRobust · 741
$76,080Mileage not verified

Market: $58,312 – $88,866

Comparison: 741 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2027 Mercedes-Benz GLE GLE350

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

2027 Mercedes-Benz GLE GLE350

Oakbrook Terrace, IL

Fair PriceRobust · 441
$78,490Mileage not verified

Market: $70,481 – $88,866

Comparison: 441 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2027 Mercedes-Benz GLE GLE450

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

2027 Mercedes-Benz GLE GLE450

Oakbrook Terrace, IL

Fair PriceRobust · 605
$80,900Mileage not verified

Market: $77,708 – $98,083

Comparison: 605 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2023 Mercedes-Benz GLS AMG GLS63

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

2023 Mercedes-Benz GLS AMG GLS63

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$81,40327,890 mi

Oakbrook Terrace, IL

2026 Mercedes-Benz GLE GLE450

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

2026 Mercedes-Benz GLE GLE450

Oakbrook Terrace, IL

Fair PriceRobust · 328
$82,575Mileage not verified

Market: $70,022 – $91,082

Comparison: 328 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2026 Mercedes-Benz GLS Base

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

2026 Mercedes-Benz GLS Base

Oakbrook Terrace, IL

Fair PriceRobust · 290
$96,270Mileage not verified

Market: $83,599 – $127,897

Comparison: 290 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Oakbrook Terrace, IL

2027 Mercedes-Benz GLS

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

2027 Mercedes-Benz GLS

Oakbrook Terrace, IL

UnscoredInsufficient · 0
$100,700Mileage not verified

Oakbrook Terrace, IL

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 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, and exports.
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

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.