Google Search Console Query & Intent Classifier
Pricing
Pay per usage
Google Search Console Query & Intent Classifier
Extracts Google Search Console queries and enriches them with search intent (Transactional, Commercial, Informational), question detection, AI/GEO tracking candidates, and performance opportunity bucketing (Striking Distance, CTR optimization).
Pricing
Pay per usage
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Developer
Rahul V J
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20 hours ago
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Google Search Console Intent & Opportunity Classifier
Extract Google Search Console performance data and automatically enrich search queries with intent categorization, question tagging, LLM/GEO prompt tracking candidates, and actionable opportunity bucketing.
🎯 What This Actor Does
Standard GSC exports only give raw performance metrics. This Actor enriches every query across four automated intelligence layers:
- Intent Classification: Identifies
Transactional,Commercial, orInformationalintent. - Question Detection: Flags question queries and identifies the question modifier (
how,what,why,where,can, etc.). - AI & GEO Prompt Tracking: Flags conversational long-tail queries and formats them into ready-to-test prompts for LLM visibility tracking (ChatGPT, Perplexity, Gemini, AI Overviews).
- Opportunity Bucketing: Surfaces high-impact SEO targets:
- Striking Distance: Positions 4–15 with high impressions.
- CTR Optimization: Top 5 rankings suffering from low click-through rates.
- High-Value Commercial: Commercial/transactional terms with active search volume.
⚙️ Setup & Prerequisites (3-Minute Guide)
This Actor connects directly to the official Google Search Console API via a Google Service Account.
1. Enable the Search Console API
- Open the Google Cloud Console.
- Select or create a project.
- Enable the Google Search Console API.
2. Create a Service Account Key
- In Google Cloud Console, navigate to IAM & Admin > Service Accounts.
- Click Create Service Account, give it a name, and complete creation.
- Click the newly created service account > Keys tab > Add Key > Create new key > JSON.
- Download the generated
.jsonkey file to your computer.
3. Grant Access in Google Search Console
- Copy the
client_emailaddress from your downloaded JSON key file (e.g.,account@project.iam.gserviceaccount.com). - Go to Google Search Console.
- Select your property > Settings > Users and permissions.
- Click Add user, paste the service account email, set permission to Full or Restricted, and click Add.
📥 Inputs
| Field | Type | Description | Example |
|---|---|---|---|
serviceAccountKey | String (JSON) | Full contents of your downloaded Google Service Account JSON key. | {"type": "service_account", ...} |
siteUrl | String | Domain Property (sc-domain:example.com) or URL-prefix (https://example.com/). | sc-domain:example.com |
startDate | String | Start date in YYYY-MM-DD format. | 2026-06-01 |
endDate | String | End date in YYYY-MM-DD format. | 2026-08-25 |
rowLimit | Integer | Max rows to extract (default: 25000). | 25000 |
filterOnlyQuestions | Boolean | Filter output to only queries flagged as questions. | false |
filterOnlyPrompts | Boolean | Filter output to only long-tail conversational prompt candidates. | false |
📤 Sample Output
| Query | Intent | Opportunity Bucket | Clicks | Impressions | CTR | Position | Prompt / GEO Candidate |
|---|---|---|---|---|---|---|---|
best b2b seafood marketplace | Commercial | Striking Distance (Page 1-2) | 18 | 1,420 | 1.27% | 7.4 | Provide recommendations, key steps, and actionable guidance for: best b2b seafood marketplace |
how to source vannamei shrimp | Informational | Standard | 42 | 890 | 4.72% | 3.1 | how to source vannamei shrimp |
wholesale seafood suppliers | Transactional | High-Value Commercial | 5 | 320 | 1.56% | 12.8 | Provide recommendations, key steps, and actionable guidance for: wholesale seafood suppliers |
💡 Use Cases
- Programmatic Content Strategy: Extract all question queries to build targeted FAQ hubs and supporting cluster pages.
- LLM Engine Optimization (GEO): Export the
promptCandidatecolumn directly into LLM tracking suites to monitor brand citations. - Metadata & CTR Fixes: Filter by
CTR Optimization Targetto spot title/meta tag rewrites that yield immediate traffic gains.
