11 November 2025
How regional managers can read a touchpoint sequence without drowning in charts
A practical way to walk through first-touch, assist, and closing contacts when your markets share creative but differ in local media mix.
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Guides from regional attribution work
Short pieces on touchpoint reading, Bangkok versus upcountry mixes, export preparation, and leadership briefings.
17 January 2026
When Bangkok and upcountry mixes share a brand but not the same credit story
Why a single national last-click view can mislead regional leads who spend differently outside Greater Bangkok.
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3 March 2026
What to export before an attribution review so the briefing stays on schedule
A checklist of campaign, spend, and conversion files that keep a ten-day review from stalling on missing columns.
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21 May 2026
Briefing leadership on assist channels without overselling the story
Language that keeps assist credit honest when leadership still expects a simple ranking of winners.
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