klosr mark klosr beta / testflight Precomputed public example · not live inventory

Campaign placement

Pilot-stage Manhattan placement for small campaign teams and independent storefront operators. One ranked brief with a lead recommendation and comparison rail. Scores are modeled heuristics; host surfaces remain unverified. Beta / testflight · precomputed public example.

Evidence workbench

cold-load ready score formula OPEN

Host authority

UNVERIFIED — host surfaces on this page are not verified. Human authority handoff required before any outreach. Host-discovery prepares review JSON only; no automatic Apollo / email send from this surface.

Density cohort details

Where pedestrian density / capacity is cited, public surfaces name two unreconciled cohorts: 248 L1 (Sigma Field) vs 339 island-B (Field-JEPA). L01 OPEN — winning_count null; this page does not pick one as truth.

L01 OPEN · no invent pick

Score / weights

Dimension scores below are shown as recorded on the decision record. Aggregation formula and dimension weights are OPEN / unverified on this surface — no invented weight percentages.

G02 weights OPEN

Missing evidence (shared)

  • Host surface not verified
  • No weekday-morning sensor (temporal_alignment null in profile)
  • No impression forecast
  • Confidence label suppressed (not displayed)

Campaign brief

Advertiser
Independent Brooklyn coffee roaster
Product
Summer cold brew
Objective
Reach weekday morning pedestrians (target window; not a measured temporal fit)
Geography
Midtown
Window / budget
14 days · $2000 · weekday morning target
Campaign ID
camp_coffee_midtown_20260714
Stage
Beta / testflight · precomputed public example · not live inventory

Notice: Scores do not mean a window, counter, or wall is available. Missing evidence is listed on each candidate and in the workbench panel. No demographic inference. Host discovery is a structured request for human review — not automatic outreach. Density citations carry dual-cohort estimates (248 L1 vs 339 island-B).

Lead recommendation

W56 / 6-7 Ave (mid-block restaurants/dining)

Score 74.8 · Evidence completeness 60 / 100 · Modeled heuristic · not live inventory · confidence label omitted

Host verification / authority handoff Host surface: unverified. Next action is human review of a structured host-discovery request — not auto-outreach. Authority remains with the human reviewer.

Recommended for Midtown cold-brew awareness among pedestrians: capacity=0.814 (modeled pedestrian capacity; density surfaces elsewhere cite 248 L1 vs 339 island-B — neither resolved here); dining/restaurant context raises contextual alignment. Temporal alignment uses capacity as a proxy (no direct morning sensor). Host surface availability is unverified.

Open map marker (OpenStreetMap)

Dimension scores (recorded · place_mvp heuristic)

Temporal alignment60.3
Contextual alignment100.0
Visibility76.3
Operational feasibility70
Evidence quality60
Total (recorded)74.8
Profile temporal_alignmentnull · missing sensor

Weights / aggregation formula: OPEN / unverified. Values above are the recorded dimension_scores only — no invented weight percentages.

Missing / null evidence

  • Host surface not verified
  • No weekday-morning sensor (profile temporal_alignment = null)
  • No impression forecast

Evidence: block audit reference · W56_5_Mad; walk-graph join

Largest uncertainty: Host surface not verified · No weekday-morning sensor · No impression forecast

Placement hypothesis (unverified surface): Plausible storefront/café/restaurant wall near this block for cold-brew awareness among weekday pedestrians — surface availability unverified.

Rejected candidates