Bound Unique Reach When Channel Totals Cannot Reveal Their Overlap
Two channels can each reach hundreds of people without reaching hundreds of different people. Show the bounds implied by marginal totals before reporting a combined audience or frequency.
1 · Channel code | unique reached users within channel | impressions within channel
FIRST-LOAD
HYPOTHESIS / PROTOTYPE — checkout unavailable. Calculation is local. A draft is saved automatically in this browser profile when storage is available; Reset to sample clears it. Optional Pro history stores only five summaries and has its own deletion control. State links encode your inputs and can remain in browser history, clipboard or recipients’ records; share only non-sensitive rows. Optional external AI formatting leaves this device. The required site analytics beacon reports page activity; shared URLs contain encoded inputs. Do not treat an encoded URL as private. The calculator has no input-collection endpoint.
Data note: This overlap-bounds range sheet calculates in the tab from Channel code | unique reached users within channel | impressions within channel. No input-collection endpoint, AI request or file upload is built into it. Drafts may be saved locally; explicit input-state links and optional external formatting can disclose the records. Use non-sensitive codes and clear the draft when finished.
Perspective: Before: summed channel totals masqueraded as deduplicated people. After: marginal counts expose a bounded union and a conditional frequency range without invented overlap.
2 · Read the overlap-bounds range sheet
Aggregate-count bounds only: no identity deduplication, attribution, conversion inference or performance guarantee. Verify a common audience/window and metric definitions with the responsible analyst; use only approved non-sensitive aggregate evidence.
Paid layer: overlap-bounds range sheet filing layer
one-time step · the free reading above stays complete
Free tier
- one full, unwatermarked overlap-bounds range sheet App execution
- three invented readings and unlimited calculations in the paired article demo
- copy the complete working and boundary; voluntarily share non-sensitive input state
What $4 one-time adds
- subsequent overlap-bounds range sheet App calculations through a browser-local convenience signal
- boundary-preserving print and row-and-summary CSV of this overlap-bounds range sheet; conditional retyping budget uses only your entered minutes
- five local headline/count/time summaries, separately deletable; full-input draft is separate and not a backup
HYPOTHESIS / PROTOTYPE: the proposed $4 one-time price concerns filing this overlap-bounds range sheet, not obtaining its answer. No checkout is available. An optional manual-retyping baseline computes a conditional one-export retyping budget; preparation, review, measured savings and buyer demand are not implied.
Local history (this device)
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Boundary and sources
Aggregate-count bounds only: no identity deduplication, attribution, conversion inference or performance guarantee. Verify a common audience/window and metric definitions with the responsible analyst; use only approved non-sensitive aggregate evidence.
- Declared local method: The lower bound on unique reached users is the largest channel reach. The upper bound is the smaller of the sum of channel reaches and the universe size. Their difference is the unresolved reach range in the headline. Sum all impressions only when the counts refer to distinct channel deliveries. If the lower bound is positive, divide total impressions by the upper and lower reach bounds to obtain minimum and maximum possible combined average frequency.
- Every sample code, measurement, date, price, fingerprint and scenario is invented. Artifact checks do not verify reader data, policies, actual files, tickets, votes or health/accessibility outcomes.
- Google’s official Gemini pricing page, fetched 2026-10-01, lists AI Studio access in its Free section, limited model access and free input/output tokens. Free-tier content may be used to improve products. Optional external formatting may require an account; limits/access can change. Manual local entry needs none. Do not send sensitive records.
Mechanism: competence-autonomy-loop
Optional AI formatting, never the calculation
Manual entry completes this overlap-bounds range sheet for free without signup. If available to you, the free AI Studio interface linked in the sources may format fictional or non-sensitive notes; external access may require an account. No API key or AI call is built into this tool. Free-tier content may be used to improve products. Review each cell and transcribe it to the labeled row schema; do not paste the JSON object into the row box.
Format only these fictional or non-sensitive notes for a overlap-bounds range sheet. Return strict JSON shaped as {"rows": [{"label": "string", "cells": ["string", "string"]}], "setting": "string"}. The columns are Channel code | unique reached users within channel | impressions within channel; the setting is Common audience-universe size (users). Keep all supplied strings and quantities exactly; do not calculate, infer missing entries, invent dates or add advice. If any required value is missing, return an empty rows array and ask me for it separately. I will verify every cell against my source and manually transcribe rows using vertical bars before running the local calculator.An AI response is not executed, fetched or trusted as a result. Missing values remain questions; the strict local parser checks the rows you actually enter.