MASON SHIP-REVIEW QUEUE — 69 candidates · review=NEEDED · nothing live · DISARMED
SHIP 16
HOLD 15
DATA-BLOCKED 38
Each card: legacy-live vs Mason-v2 side-by-side, parity %, gates, VLM-consensus, and the machine's SHIP/HOLD/DATA-BLOCKED call with reasoning. Food first. Your job is the fast yes/no.
FOOD (18)
Fluffy Fluffy Dessert Cafe SHIP
food · parity 100% · 0 gaps · 63 photos
100% applicable parity, 0 framework gap(s), 63 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): - There are empty or placeholder areas on the page that could be filled with content.
- The text "Fluffy Fluffy Dessert Cafe" overlaps with the image of the dessert.
- The contrast between the white text and the light-colored background is weak, making it difficult to read.
Marcelo Restaurant & Pescaderia SHIP
food · parity 98% · 1 gaps · 26 photos
98% applicable parity, 1 framework gap(s), 26 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Telva Sweet Bakery SHIP
food · parity 98% · 1 gaps · 34 photos
98% applicable parity, 1 framework gap(s), 34 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
The Middle East Best Food SHIP
food · parity 98% · 1 gaps · 27 photos
98% applicable parity, 1 framework gap(s), 27 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
La Nueva Alameda Cafeteria HOLD
food · parity 93% · 3 gaps · 9 photos
93% parity with 3 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
The Corner Barbershop HOLD
food · parity 92% · 3 gaps · 21 photos
92% parity with 3 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
JuanCafe HOLD
food · parity 90% · 4 gaps · 9 photos
90% parity with 4 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Bistro Café DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Cafe Croissant DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Eli's Cafe DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
GALIANO Restaurant & Cafeteria DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Joe's Restaurant DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
LuBlu Bakery & Cafe DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Pizza Onne West Flagler DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
thedeck DATA-BLOCKED
food · parity 83% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Maria's Greek Restaurant DATA-BLOCKED
food · parity 80% · 8 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Mary's Cafe DATA-BLOCKED
food · parity 78% · 9 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Palace Cafe & Dairy DATA-BLOCKED
food · parity 72% · 11 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
BEAUTY (1)
Lucky Nails HOLD
beauty · parity 95% · 2 gaps · 10 photos
95% parity with 2 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
RETAIL (10)
The B12 Store HOLD
retail · parity 90% · 4 gaps · 16 photos
90% parity with 4 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Cigars in the Grove HOLD
retail · parity 89% · 4 gaps · 16 photos
89% parity with 4 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Las Mercedes Minimarket HOLD
retail · parity 89% · 4 gaps · 8 photos
89% parity with 4 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Boca Brazil Supermarket HOLD
retail · parity 86% · 5 gaps · 16 photos
86% parity with 5 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
MZ Performance HOLD
retail · parity 86% · 5 gaps · 10 photos
86% parity with 5 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Alfa Smokes DATA-BLOCKED
retail · parity 79% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Y&C Motorcycles DATA-BLOCKED
retail · parity 77% · 9 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Fache Motorcycles & Scooters sales-repairs shop DATA-BLOCKED
retail · parity 74% · 10 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Suarez Bicycles Assembly DATA-BLOCKED
retail · parity 74% · 9 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Electric Scooter Doctors DATA-BLOCKED
retail · parity 71% · 10 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
AUTO (40)
Braniff Paint & Body SHIP
auto · parity 100% · 0 gaps · 2 photos
100% applicable parity, 0 framework gap(s), 2 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
AAA Tires & Service SHIP
auto · parity 97% · 1 gaps · 13 photos
97% applicable parity, 1 framework gap(s), 13 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Autologic SHIP
auto · parity 97% · 1 gaps · 2 photos
97% applicable parity, 1 framework gap(s), 2 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Blue Bay Carwash & Detailing LLC SHIP
auto · parity 97% · 1 gaps · 16 photos
97% applicable parity, 1 framework gap(s), 16 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Brads Automotive Repair Inc SHIP
auto · parity 97% · 1 gaps · 3 photos
97% applicable parity, 1 framework gap(s), 3 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Cañero Tire Corporation SHIP
auto · parity 97% · 1 gaps · 10 photos
97% applicable parity, 1 framework gap(s), 10 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Detailing Center Miami Dade SHIP
auto · parity 97% · 1 gaps · 16 photos
97% applicable parity, 1 framework gap(s), 16 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Euro American Classics & Body Shop SHIP
auto · parity 97% · 1 gaps · 16 photos
97% applicable parity, 1 framework gap(s), 16 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Guane Auto Center SHIP
auto · parity 97% · 1 gaps · 12 photos
97% applicable parity, 1 framework gap(s), 12 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
JB Tire DATA-BLOCKED
auto · parity 97% · 1 gaps · 1 photos
only 1 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Pet Epoque Grooming SHIP
auto · parity 97% · 1 gaps · 22 photos
97% applicable parity, 1 framework gap(s), 22 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Signature Car Wash SHIP
auto · parity 97% · 1 gaps · 10 photos
97% applicable parity, 1 framework gap(s), 10 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Tires & Auto Services SHIP
auto · parity 97% · 1 gaps · 10 photos
97% applicable parity, 1 framework gap(s), 10 real photos — clears the bar; recommend ship after your visual sign-off
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Unique Auto Body DATA-BLOCKED
auto · parity 97% · 1 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Auto Repair at Sunrise Shell Gas station HOLD
auto · parity 95% · 2 gaps · 16 photos
95% parity with 2 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Miami Frame Shop HOLD
auto · parity 95% · 2 gaps · 16 photos
95% parity with 2 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
A.R. TIRES, INC HOLD
auto · parity 94% · 2 gaps · 16 photos
94% parity with 2 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): - There are no empty or placeholder areas visible on the page.
- The text "Visit us" is cut off by the blue button.
- The layout appears to be broken, with elements overlapping each other.
- The text "A.R. TIRES, INC" overlaps with the image of a car engine.
441 Auto Clinic DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Auto Tire DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
DA Performance - Call For An Appointment DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Dale's Tires DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Downtown Auto Repair DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
MD NEW & USED TIRES DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Miami Paint & Body Shop HOLD
auto · parity 92% · 3 gaps · 4 photos
92% parity with 3 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Q Motors of Miami DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Top of The Line Mobile detailing | ceramic coatings DATA-BLOCKED
auto · parity 92% · 3 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
American Tire and Auto Center DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Chief Mobile Auto LLC DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Delta Auto Parts DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Lazaro Auto Service LLC DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Mario Tire & Mechanic Shop DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
MEDINA AUTO REPAIR DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Pines Auto Tags 2 DATA-BLOCKED
auto · parity 89% · 4 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Bud & Mack’s Auto Repair and Sales Inc. HOLD
auto · parity 86% · 5 gaps · 2 photos
86% parity with 5 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Car Wash HOLD
auto · parity 84% · 6 gaps · 10 photos
84% parity with 6 gap(s) — close but a few per-vertical items remain; hold for one polish pass or accept as-is
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Mobile Mechanic R&R DATA-BLOCKED
auto · parity 84% · 6 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
RESERVE Detailing®️ DATA-BLOCKED
auto · parity 83% · 6 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Tonys Mobile Auto Body Repair DATA-BLOCKED
auto · parity 82% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
Pro Oil Change & Car Wash DATA-BLOCKED
auto · parity 81% · 7 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects
On-Site Mobile Oil Change DATA-BLOCKED
auto · parity 80% · 8 gaps · 0 photos
only 0 photo(s) on file — cannot clear photo-gated quality bars; needs a photo source (Street-View fallback or owner upload) before it can ship truthfully
BEFORE (legacy live)
AFTER (Mason v2)
AFTER mobile 390px
VLM-consensus (S2): no consensus visual defects