Vision batch 002: print_mockup_potential=low; best_candidate_tile=none; Dense tree canopy dominates center tile; property/backyard is obscured.; Dense tree cover; possible driveway/clearing visible but no clear house + backyard/lot view together.; House and lot are visible, but dense trees and shadows obscure backyard/usable land; z18 gives broader context but less property detail. Google quality is usable but not clearly better than typical Mapbox/Bing due to canopy obstruction.; Mostly dense tree canopy with no clearly visible house or usable backyard/lot view. Center/red tile is obscured.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Strong exterior/yard and mountain-view seating shots; no aerial or hot tub/pool visible.; z19 provides the best balance of house, driveway/frontage, and rear/tree-lot context; z20 is more detailed but too tight, z18 is useful for setting. Google quality is usable but somewhat dark/shadowed, likely not clearly better than typical Mapbox/Bing.; Center/red tile shows street, driveway/structures, and nearby yards; useful neighborhood/lot context, though the likely house/backyard is partly cropped and somewhat blurry.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: many ground-level exterior/patio/yard views showing house and yard context; no aerial or top-down/elevated overview.; z19 best balances house, driveway, and backyard/lot context; z20 is closer but softer/partly shadowed. Google quality usable, not clearly better than typical Mapbox/Bing.; Center/red tile includes the house, driveway, and surrounding residential lot context; somewhat soft but usable.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial or elevated view. Exterior photos 26-30 show house with fenced yard/lot context from ground level; 29-30 appear best for house plus yard together.; z19 gives useful view of house, small lot, street/rail context; z20 is closer but less complete. Google quality usable/comparable, with some shadows.; Red center tile is mostly roadway with only partial property edge; middle-left gives the clearest house-and-yard context.

Vision batch 002: print_mockup_potential=low; best_candidate_tile=none; Center tile shows roadway and pale open ground; no usable backyard scene.; Goal review: no aerial/top-down shot, but several wide exterior ground-level photos show house with large surrounding lawn/lot; photos 7 and 6 are strongest for house+yard context.; z19 shows the house and landscaped lot near the crosshair, though the coordinate is on the road and house is offset. Google imagery is clear, likely as good as or slightly better than typical Mapbox/Bing here.; Red center tile is mainly road/vacant ground, but bottom-center shows a clear house with driveway and lot/backyard area.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial/elevated view visible. Wide ground-level yard/driveway/rear exterior shots give some sense of lot, but not top-down.; z19 clearly captures house, driveway, yard/treed lot, and road access; z20 is detailed but tighter. Google quality good, comparable to or better than typical Mapbox/Bing despite shadows.; Red center tile shows the house, yard/driveway, and surrounding lot well, though partly shaded by trees.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no true aerial/top-down. Photos 26-30 are the best available elevated/backyard-view candidates showing yard/lot context and views, but little to no full house-plus-backyard together.; Clear overhead of house, driveway, yard, and lot context.; Center/red tile includes the likely residence, yard, and street context; usable but slightly soft/blurred with partial tree/shadow interference.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial. Several ground-level exterior/deck/yard views show house-adjacent outdoor areas and lot feel, but not a top-down overview.; Useful for wooded lot and driveway context; house is partly visible but obscured by trees/shadow.; Center/red tile shows driveway/trees and only partial building context. Bottom-middle provides the clearest house + surrounding lot view.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no drone/top-down. Several ground-level yard shots show house plus large lot/backyard well; photo 20 appears elevated/front-window view but not backyard-focused.; z19 provides a good top-down view of house, yard, and parcel context; z20 is usable but blurrier.; Center/red tile gives a clear overhead of house, yard, driveway, and street context; good house-plus-lot candidate.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial/top-down view. Good ground-level yard and rear/side house views, including lawn, hedge, patio, and lot edges.; House and lot are visible, but tree cover and shadows obscure much of the backyard/lot detail.; Center/red tile includes house and treed yard/lot, though tree cover and partial edge placement reduce clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no true aerial. Multiple exterior house-and-yard views; photo 24 is an elevated/deck view outward, useful for context but not a full house/backyard overview.; z20 gives a close, useful view of the structure and immediate lot; z19 adds broader context.; Center/red tile captures house, adjacent yard, driveway/access, and surrounding lot context well.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: photos 3/4 are elevated/scenic mountain views but do not show house with backyard/lot; only front exterior context visible.; z20 has no usable imagery; z19/z18 show the house area and treed lot/backyard context, though partly obscured by trees.; Center tile shows backyard/lot and part of the house, though the structure is partially cut off at the right edge and tree cover reduces clarity.

Vision batch 001: print_mockup_potential=low; best_candidate_tile=none; Center tile is dominated by cul-de-sac pavement with only partial neighboring structures and lawns.; Goal review: no clear aerial/top-down house-plus-yard image. Exterior and deck/yard photos provide partial ground-level context only.; Good overhead showing cul-de-sac setting, house, yard/lot, and adjacent open land; z20 is too tight/cropped.; Center/red tile mainly shows cul-de-sac/driveways with only partial buildings; bottom-left has a better house+yard view, but target coverage is uncertain.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial/top-down images. Front exterior and rear/yard snow views exist, but they do not show house and backyard/lot together from above.; House and immediate lot are visible; z19 gives better full-parcel context than tight z20. Some shadows/adjacent structures reduce clarity.; Center/red tile shows the likely house and rear yard/lot context, though imagery is somewhat blurry.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no true aerial/top-down/elevated view visible. Best candidates are ground-level exterior shots showing house with portions of yard/lot; backyard/lot context is limited.; Clear overhead view of house, driveway, and surrounding yard/lot; z19 also useful for context.; Center/red tile captures house, driveway/street, and yard area together; resolution is soft but usable.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Only one clear exterior/front-yard shot; remainder appears interior-focused.; House and lot are visible; z19 provides better parcel context, while z20 is tighter but partly affected by shadows/trees.; Center/red tile shows property along the road with house/yard context; lot shape and backyard are somewhat indistinct due to blur.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial/top-down/elevated property overview visible. Rear yard/deck ground-level shots show backyard and house portions.; z19/z18 show the building cluster, parking/drive areas, and surrounding lot context; some shadows/trees obscure details and z20 is too tight. Google quality is comparable to typical Mapbox/Bing, perhaps slightly better in urban context.; Center/red tile is heavily obscured by trees; possible house/yard context visible but backyard/lot is not clearly defined.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: several elevated deck/view shots, but they emphasize scenery/yard context and do not clearly show the house and backyard/lot together from above.; z19 clearly shows nearby houses, road frontage, and lot/yard context; z20 is tighter and less contextual, z18 broader. Google quality appears good and likely better than typical Mapbox/Bing for this sheet.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Only visible outdoor candidate is front exterior/driveway in snow; no backyard sequence.; z19 provides the clearest usable elevated/top-down view of buildings and lot context; z20 is blurry/cropped with a black band, z18 is useful for broader context. Google quality is mixed—z19 decent, z20 worse than typical Mapbox/Bing.

Vision batch 002: print_mockup_potential=low; best_candidate_tile=none; Center tile appears to be vacant or underdeveloped terrain; no usable backyard candidate.; Goal review: no aerial/top-down or backyard/lot overview apparent. Only useful exterior context is photo 1 front elevation; remaining images are interiors or views through windows.; Useful for lot and construction footprint/foundation, but not a finished house; z19 shows the build area, road, and lot context best. z18 adds neighborhood/parcel context. Google quality is clear and likely better than typical Mapbox/Bing for this developing area.

Vision batch 002: print_mockup_potential=low; best_candidate_tile=none; Mostly bare land/road with no clear residence or backyard amenity in the center tile.; Goal review: no aerial or meaningful elevated lot view. Only front exterior is useful for property context; backyard/lot relationship is not shown.; z19 shows the house, driveway, lawn/backyard area, and surrounding lot context together; z20 is sharper but too cropped. Google quality is clear and likely better than typical Mapbox/Bing for this sheet.

Vision batch 001: print_mockup_potential=low; best_candidate_tile=none; Blurry, mostly wooded or undeveloped view with road frontage; no clear property or backyard feature.; Goal review: only ground-level front exterior/driveway views found; no aerial/elevated backyard or lot overview visible.; z19 gives a strong top-down view of house, yard, driveway, and lot edges; z20 is detailed but more cropped. Google quality is sharp and likely better than typical Mapbox/Bing.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial/top-down/elevated lot view found. Best candidates are ground-level front exterior views showing house and some yard/setting, but not backyard/lot together.; z19 shows house and yard/lot together, but shadows, trees, and slightly soft imagery reduce interpretability; z20 is too cropped/blurry. Google quality appears worse than the clearer Whiskey Jack/Black Hawk sheets and may be only comparable to or worse than typical Mapbox/Bing.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: only ground-level front/exterior candidates visible; no aerial/elevated or backyard/lot overview showing house and yard together.; z19 gives the best full-lot context with house, yard, and adjacent street; some tree/shadow obstruction limits clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: no aerial/top-down/elevated house-and-lot view found. Photo 1 shows house with front lawn; photo 30 shows backyard/patio/trees but not house and lot together.; z19 provides usable view of house, street frontage, and yard/lot; some tree shadow/cover limits backyard clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Goal review: good ground-level exterior/yard context, especially rear/side, but no aerial/top-down/elevated overview visible.; z20 shows roof footprint and immediate lot/backyard area, though shadows and neighboring structures reduce clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear top-down view of house, driveway, and yard/lot; z19 also useful for neighborhood context.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; z19 gives usable view of house/driveway and adjacent lot context; z20 is detailed but cropped/tight.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; z19 shows house and surrounding yard/lot, though trees/shadows partially obscure details; z18 provides broader context.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear overhead view of house, lot, driveway/yard context; z20 is closer but partly tight, z19 best balances detail and full parcel context.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and surrounding yard/lot are visible with good neighborhood context; z20 is usable but cropped/tight.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Townhouse/row-home setting visible with frontage, building footprint, and limited rear/side context; z19 gives best lot context.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Useful view of house and immediate lot context, though shadows/trees and dense surroundings reduce clarity; z19 preferable to tight z20.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; z20 unavailable, but z19 provides a usable elevated view of the home/lot area among trees; partial obstruction from vegetation.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House, yard, driveway/street frontage, and surrounding lot context are visible; z19 is most useful.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and yard visible with neighborhood context; backyard partly obscured by trees/shadow.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear top-down view of house, yard, driveway, and lot surroundings.

Vision batch 002: print_mockup_potential=low; best_candidate_tile=none; Mostly road and vacant/bare lot; house appears only in adjacent tile, not a strong backyard crop.; Goal review: only front exterior plus interiors visible; no aerial/elevated backyard or lot coverage.; Very clear imagery; house, backyard/lot, driveway, and lot boundaries/context visible.

Vision batch 002: print_mockup_potential=low; best_candidate_tile=center; Center tile includes house/driveway but backyard is indistinct and image is washed out.; House, yard, driveway, and surrounding lot are clearly visible; z19 balances detail and full lot context.

Vision batch 001: print_mockup_potential=low; best_candidate_tile=none; Very blurry and mostly road, trees, and undeveloped land; no clear house or usable backyard crop.; House and large undeveloped/wooded lot area are visible, though the structure is near the image edge at z20; z19 gives better overall lot context.

Vision batch 002: print_mockup_potential=low; best_candidate_tile=center; Center tile shows driveway/roadside and building edge; backyard not clearly visible.; Clear elevated/top-down view of house, driveway, surrounding yard/lot, and neighboring context; z20 is closer but partial.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and lot are visible with neighborhood context, though imagery is somewhat soft and shadows obscure parts of yard.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Residential property and lot are visible, but trees/shadows and dense neighboring structures reduce clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Useful neighborhood and lot context with house/driveway visible; z20 is sharper but too tight/partially offset, while z19 shows more complete parcel surroundings.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House, street, and rear/side lot context are visible; some tree cover and shadow reduce clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Good view of house, lawn, driveway/street frontage, and broader lot context.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and surrounding treed lot/yard visible; z20 is closer but partly clipped/shadowed.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear view of house, yard, driveway/lot context, and adjacent pond/road.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and lot are visible, though tree cover and shadows obscure parts of the backyard.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House, driveway, road frontage, and surrounding lot/backyard context visible; z20 has more detail but tighter crop.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Shows building/complex and surrounding grounds/parking/pool; useful site context, though not a detached house/backyard view.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Building and surrounding lot are visible, though shadows/trees and street-side placement limit backyard clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear overhead view of house, yard, driveway, and adjacent lot boundaries; z20 provides useful detail.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; z19 gives the clearest full house/lot context; z20 is closer but more cropped/blurred.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and yard/lot are visible, though tree shadow and dense neighboring structures reduce clarity.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; z19 provides the best house/lot context, but trees/shadows and coordinate placement make the exact parcel somewhat less clear.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; z19 shows house and surrounding lot/backyard context; z20 is closer but blurrier and more cropped.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear overhead view of house, yard, driveway, and lot boundaries/context; z20 is useful but tighter.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear top-down view of house, driveway, street frontage, and most of lot/backyard context; z20 close but slightly cropped, z19 best overall.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear view of house, yard, driveway, outbuildings/adjacent lot features, and street context; z19 is most useful.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; House and lot are visible with neighborhood context, though tree cover/shadows obscure some backyard detail; z20 is usable but tight.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Property and surrounding residential lots are visible; shadows and adjacent structures reduce clarity of yard boundaries. z19 gives best balance.

Automated placeholder detection: all aerial tiles appear to be Esri no-imagery placeholders; use MLS/contact-sheet path instead.; Clear overhead view of house, driveway, yard, and surrounding lot context; z20 also good for close detail.