DataForSEO Brain

Trends and Clickstream

4 min read

Trends and Clickstream

Popularity-over-time and real-volume keyword signals from Google Trends, DataForSEO Trends, and anonymized clickstream data. Sits under DataForSEO Brain → Concepts.

Overview

Within the Keywords Data module sit three trend and clickstream sub-APIs that answer “is interest rising or falling” and “what is the real (not ad-platform-rounded) search volume.” Google Trends is a passthrough of Google’s Explore feature; DataForSEO Trends is a proprietary index that blends web content popularity with anonymous user behavior; and Clickstream Data derives volume from anonymized clickstream panels normalized against Bing search volume. Together they complement the ad-network numbers in cap-keywords-data-api with demand-shape and real-behavior signals.

What it covers

  • Google Trends Explore (/v3/keywords_data/google_trends/explore/live): relative popularity (0-100) across web, news, youtube, images, froogle; item types google_trends_graph, google_trends_map, google_trends_topics_list, google_trends_queries_list. Max 5 keywords (1 for topics/queries).
  • DataForSEO Trends (/v3/keywords_data/dataforseo_trends/): four Live-only endpoints: explore (graph over time), subregion_interests (geo breakdown), demography (age 18-24..55-64 and gender), and merged_data (all three combined). Max 5 keywords; no language param (country-based). Combines web content popularity with clickstream behavior across Google Search, News, and Shopping.
  • Clickstream Data (/v3/keywords_data/clickstream_data/): three Live-only endpoints: dataforseo_search_volume (clickstream-normalized volume, up to 1,000 keywords), global_search_volume (global volume with country_distribution[] percentages, no location param), and bulk_search_volume (up to 1,000 keywords with ~12 months history).

Key parameters / inputs

fieldnotes
keywordsGoogle Trends max 5; DataForSEO Trends max 5; Clickstream up to 1,000 (min 3 chars)
location_*country-level for DataForSEO Trends; required for clickstream dataforseo_search_volume
language_*Google Trends and clickstream dataforseo_search_volume; not used by DataForSEO Trends
typeGoogle Trends: web/news/youtube/images/froogle; DataForSEO Trends: web/news/ecommerce
time_rangepresets past_hour..past_5_years (engine-specific)
item_typesGoogle Trends: graph, map, topics_list, queries_list
category_codeGoogle Trends: restrict results to a Google Trends category; default 0 (all categories)
use_clickstreamclickstream dataforseo_search_volume; default true

Response / what you get back

Google Trends returns items[] of typed elements; the graph carries data[] with values (0-100) and an averages field, the map carries geo_id/geo_name/values, and topics/queries lists carry top and rising arrays. DataForSEO Trends dataforseo_trends_graph returns weekly values (100 = peak); subregion_interests returns interests and interests_comparison; demography returns age and gender breakdowns with comparison objects. Clickstream returns search_volume and monthly_searches[]; global_search_volume adds country_distribution[] with country_iso_code, per-country search_volume, and percentage.

Data lineage

  • Google Trends is a passthrough of Google’s own Explore feature, so values are Google’s relative-popularity index, not raw counts.
  • DataForSEO Trends is proprietary: it blends web page and content popularity with anonymous user behavior across Google Search, News, and Shopping, and multi-keyword requests average popularity to the highest value across all keywords.
  • Clickstream Data is derived from anonymized clickstream panels, with Bing search volume used as a normalization baseline for supported locations; misspelled keywords auto-correct via Google Ads API validation.

Cost & method notes

  • All charged per request regardless of keyword count. In the cost log: Google Trends Explore 0.001, and Clickstream DataForSEO Search Volume $0.15 (the priciest single keyword call in the sample).
  • Clickstream global_search_volume cost varies by volume rather than being flat, since it returns a full per-country distribution.
  • DataForSEO Trends and Clickstream are Live-only. Google Trends supports Live and Standard. See cap-task-vs-live-execution and cap-queue-priority-cost-model.

When to use / how it fits

Use these to add timing and real-volume context to play-keyword-research-workflow: Google Trends for seasonality and breakout topics, DataForSEO Trends for demographic and subregional targeting, and Clickstream when ad-network “rounded to nearest tens” volume is too coarse. The clickstream panels behind these signals are profiled in ent-clickstream-data and the sourcing methodology in cap-data-collection-methodology.

Gotchas / limits

  • Google Trends throttles at 250 Live tasks/min and 500K total daily requests across all Trends endpoints; DataForSEO recommends spreading requests over days.
  • DataForSEO Trends and Clickstream allow 2000 calls/min and 30 simultaneous requests.
  • Google Trends values are relative (0-100), not absolute volume; for absolute real-volume use Clickstream.
  • Historical web data starts 2004-01-01; news/ecommerce start 2008-01-01.
  • Google Trends rejects special characters in keywords and limits topics/queries item types to a single keyword per request.
  • Clickstream global_search_volume takes no location or language param and returns global volume with a per-country breakdown, so use bulk_search_volume when you need a specific location.

Sources

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