Integrate with Apify Dataset

Turn raw web-scraped data from Apify into structured customer insights. Clootrack extracts themes, sentiment, urgency, and intent from large-scale Apify datasets - no manual labeling, no time wasted.

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Why integrate Clootrack with Apify?

Apify enables you to scrape structured web data at scale from reviews to forum threads to app store feedback. But collecting data is just the first step.

Integration with Clootrack helps you analyze customer reviews, forums, and feedback scraped via Apify to uncover patterns that matter. Our AI models decode behavior, surface friction points, and highlight customer needs at speed.

Use this integration to uncover:

Recurring pain points in scraped product reviews or store feedback.
Trending themes across forums, marketplaces, or competitor listings.
Brand risks from web chatter proactively.
Shifts in perception across SKUs, categories, or regions.
Why customers return products or abandon carts on scraped e-commerce sites.

What Clootrack adds to your Apify data

Capability

Value

Theme detection

Auto-cluster disjointed, unstructured customer review data into themes for actionable consumer insights; no manual tagging or keyword configuration required.

Revenue gap discovery

Surface unmet needs and feature requests directly from scraped customer reviews verbatim.

Longitudinal sentiment trend tracking

Detect shifts in feedback themes over time or across product cohorts.

Ad-hoc exploration with Genie

Analyze feedback instantly with Clootrack Genie, our multi-agent reasoning engine.

Drill-down dashboards

Explore themes and sub-themes by brand, SKU, and region for actionables.

Multisource feedback integration

Merge scraped customer data with feedback from CRM, support logs, or service call transcripts to build a complete customer journey map.

Applications across CX, product, and strategy

☑️ Monitor customer sentiment across web platforms

Feed in scraped review data from Amazon, Walmart, G2, Reddit, etc., and track shifts in perception, service gaps, and product bugs.

☑️ Benchmark competitive brands or features

Scrape public forums or app store reviews about competitor brands to identify what customers love, hate, and expect next.

☑️ Fuel product optimization with customer review intelligence

Convert star ratings and textual feedback into actionable consumer insights for R&D and QA teams.

☑️ Accelerate product development

Capture and rank feature requests from customer voices without manual data sifting.

Measurable business impact

90% reduction in manual feedback processing time.
7.5x faster actionable customer insights.
+40% increase in root-cause identification behind declining SKU performance.
18% drop in e-commerce returns in a quarter.
<24 hours to insight from ingestion to visualization.

1. Clootrack data manager

2. Data connector Apify Dataset

3. Setting up a secure dataset configuration

4. Easy source integration

5.Ingesting data without manual effort

6. Selecting the source file for feedback analysis