Multi-Label Campaign Count Overlap

Keep a post with several labels from being counted twice in a campaign total. Preparation only, not an account action.

What to provide

Stable post IDs, labels, campaign inclusion policy and full export scope.

How it works

1. Create one row per stable post ID before counting.
2. Keep each label membership as a separate dimension.
3. Calculate unique union and overlapping memberships without adding label totals blindly.
4. Return scope-labelled counts, not performance or attribution claims.

The output

label | membership_count | unique_union | overlap_ids | inclusion_policy | hold

Worked fictional example

Fictional A={1, 2}, B={2, 3}. Membership sum 4, unique union 3, overlap 1. An incomplete export cannot prove the entire campaign contains 3 posts.

Checks and limits

Keep source versions and original values. Unknowns stay unknown. Use qualified review for regulated, legal or hiring decisions. No live account compatibility test, send, share, schedule, ledger change or payment is authorized.

More marketing workflows · How-to guides

Method: reviewed source. Demand lead: Oct 11 live AIS Search Console: marketing Copilot 37 impressions, Planable/Claude 35, Planable/ChatGPT24, campaignbrief 12, investoragent 19, MuseIndia 98. Social calendar/reporting topics follow parent-query leads; other professions follow documented workflow needs, not measured exact intent. Site impressions are not monthly volumes; exact topic volume is unmeasured. Checked October 11, 2026.