label.csv

Use cases Marketing

Google Ads search terms

Find the search terms that spend money without buying intent, so you can add them as negative keywords.

Before you run it: Replace the product description in the relevance question with what you sell. You can edit every question in the runner.

Columns to upload

Name the columns in your CSV like this. Extra columns are fine: every column of the row is sent with the questions.

ColumnWhat it holds
search_termThe search term from the Search terms report
campaignCampaign name
clicksClicks
costCost in your currency
conversionsConversions

Questions

Each question adds a column to your file. The answer is one of the listed values, or Unsure when the model's confidence is below the cutoff: 70% for pick-one and scale questions, 80% for yes or no.

New columnQuestionPossible answers
relevanceScaleHow closely does the search term match what Example Wine sells: wine sold online and wine subscriptions?
  1. unrelated a different product or subject
  2. loosely related same subject, but not a product we sell
  3. matches what we sell

Lowest to highest

intentPick oneWhat does the person searching this term want?
  • buy To buy or order the product
  • research To learn about the product or compare options
  • free or DIY Something free, a recipe, or to make it themselves
  • job A job, career or salary information
  • other None of the above
competitorYes or noDoes the search term name another brand or store?
  • yes The term names a brand or store other than Example Wine
  • no The term names no other brand or store
add_negativeYes or noExample Wine sells bottles of wine online. Should this term be added as a negative keyword?
  • yes The person wants something we do not sell: free information, a DIY method, a job, or another product
  • no The person could buy what we sell

Example row

ColumnValue
search_termhow to make wine at home
campaignSearch - Generic
clicks18
cost23.40
conversions0

Answers from a test run on this row

ColumnAnswerConfidence
relevanceloosely related: same subject, but not a product we sell96%
intentfree or DIY100%
competitorno96%
add_negativeyes85%

More marketing use cases

Use caseWhat it doesNew columns
Google Search Console queriesSort the search queries that bring people to your site by intent, topic and buying stage, and flag pages that do not answer the query.intent branded topic buying_stage page_fits ai_answerable
Ad copy reviewCheck a batch of ad headlines and descriptions for the claim they make, how specific they are, and wording ad platforms often reject.claim specific has_number unproven_superlative
Social media commentsSort comments on your Instagram, Facebook or TikTok posts so the ones that need a reply get one first.type sentiment needs_reply
Blog and content inventoryLabel every page of a content audit by format and funnel stage, and flag dated titles on subjects that come back every year, so you can update them.format funnel_stage recurring dated_title
Keyword research listDecide which page type each keyword needs before you plan content.intent page_type local question