labelcsv

Use cases Marketing

Google Search Console queries

Sort the search queries that bring people to your site by intent, topic and buying stage, and flag pages that do not answer the query.

Before you run it: Replace Example Wine with your brand and the topic options with your site's own sections. 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
queryThe search query from the Performance report
pageThe URL that ranked for the query
clicksClicks in the period
impressionsImpressions in the period
positionAverage position

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
intentPick oneWhat does the person searching this query want?
  • informational To learn or understand something
  • commercial To compare products, brands or options before buying
  • transactional To buy, order, subscribe or book now
  • navigational To reach one specific site, brand or page
brandedYes or noDoes the query contain the brand name Example Wine, or a misspelling of it?
  • yes The query contains the brand name or a misspelling of it
  • no The query does not mention the brand
topicPick oneWhich topic of the site is the query about?
  • red wine Red wines, grapes or regions known for red
  • white wine White wines, grapes or regions known for white
  • natural wine Natural, organic, biodynamic or low-intervention wine
  • wine club Subscriptions, clubs or monthly boxes
  • other None of the topics above
buying_stageScaleHow close to a purchase is the person searching this query?
  1. learning wants information about the subject
  2. comparing wants options, reviews or prices
  3. ready to buy names a product or service to get, or says buy, order or subscribe

Lowest to highest

page_fitsYes or noJudging from the page URL, does the ranking page cover what the query asks for?
  • yes The URL points to a page about the query's subject
  • no The URL points to a page about something else
ai_answerableYes or noCould a chat assistant answer this query in full, so the person has no reason to visit a site?
  • yes A short written answer settles the query
  • no The person needs a site: to buy, browse, use a tool or read a long source

Example row

ColumnValue
querynatural wine subscription
pagehttps://example.com/pages/wine-club
clicks42
impressions1810
position6.3

Answers from a test run on this row

ColumnAnswerConfidence
intenttransactional98%
brandedno96%
topicnatural wine76%
buying_stageready to buy: names a product or service to get, or says buy, order or subscribe80%
page_fitsUnsure71%
ai_answerableno90%

More marketing use cases

Use caseWhat it doesNew columns
Google Ads search termsFind the search terms that spend money without buying intent, so you can add them as negative keywords.relevance intent competitor add_negative
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