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Google Sheets cleanup prompts for marketers

Clean campaign exports, UTM fields, lead lists, and reporting tabs with marketer-friendly AI prompts. This page is built for marketers, growth teams, agency operators who need to prepare marketing exports for reporting faster.

Where this workflow helps

clean campaign exportsnormalize campaign and lead data in Sheets when the source material is messy, repetitive, or too slow to handle by hand.
standardize UTM valuesnormalize campaign and lead data in Sheets when the source material is messy, repetitive, or too slow to handle by hand.
deduplicate lead listsnormalize campaign and lead data in Sheets when the source material is messy, repetitive, or too slow to handle by hand.
prepare reporting tabsnormalize campaign and lead data in Sheets when the source material is messy, repetitive, or too slow to handle by hand.

Common friction

  • campaign names drift across platforms
  • UTM values are inconsistent
  • lead exports contain duplicates
  • reports take too long to prepare

Repeatable process

  1. Identify source platform and reporting goal.
  2. List required campaign, channel, and UTM fields.
  3. Ask for normalization rules and formulas.
  4. Review ambiguous rows before reporting.

Reusable prompts

Open prompt pack

Clean this marketing export for reporting in Google Sheets.

Normalize these UTM and campaign values into a clean channel table.

Find duplicate leads and flag rows that need manual review.

Tools to compare first

Full comparison
ToolBest forUse it whenLink
ChatGPTDrafting formulas, prompts, replies, and first-pass workflowsA general-purpose assistant that works well for quick draft generation and iterative prompting.Visit
Microsoft CopilotExcel and Microsoft 365 workflowsBest matched to teams already living in Excel, Word, Outlook, and the Microsoft stack.Visit
Google GeminiGoogle Workspace users and mixed research workflowsUseful for teams that want AI help close to Docs, Sheets, and search-heavy research.Visit
Airtable AIStructured records and lightweight databasesUseful when the workflow needs a database shape before automation or reporting.Visit

Mistakes to avoid

merging channels without rules

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

deduplicating on email alone when accounts matter

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

not preserving source campaign names

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

assuming every blank field is safe to fill

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

Search intents covered

Google Sheets cleanup prompts marketersAI marketing export cleanupUTM cleanup Google Sheets

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