Yandex Direct Integration: Russian Search Ads Data

Connect Yandex Direct and let AI agents query Russian search campaigns, keyword performance, and conversion data alongside Google Ads international metrics.

SOC 2 Type II 1,000+ data sources Any warehouse or BI tool

Improvado Agent

Connected to Yandex Direct

Which Yandex Direct campaigns had ROAS above 4.0 this month, and what's the total spend?

Your top 3 campaigns delivered 4.8×, 4.5×, and 4.2× ROAS with combined spend of ₽284,500. These campaigns generated 1,367 conversions at an average CPA of ₽208, while maintaining a 6.2% CTR across search and display networks.

How do conversion rates compare between Moscow and regional cities for these high-performing campaigns?

Moscow accounts for 58% of conversions with a 3.8% conversion rate, while regional cities show 4.2% conversion rate despite lower volume. Regional CPCs are 32% lower at ₽18.50 average, and Saint Petersburg alone delivers 187 conversions at ₽165 CPA—your most efficient geo segment.

Trusted by data-driven teams

1,000+

Integrations

200+

Yandex Direct Fields

99.9%

SLA Uptime

<5 min

Setup

SOC 2

Type II

Key Takeaways

Yandex Direct integration setup

Improvado connects to Yandex Direct's API to extract campaign data including search terms, ad group performance, and conversion metrics. The integration handles Yandex's unique data structure and Russian market specifics automatically. Data extraction runs on scheduled intervals with full historical backfill available. Authentication uses OAuth tokens for secure, ongoing access to your advertising data.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the Yandex Direct API

15-minute refresh cycles Near real-time sync with 99.9% SLA uptime. No stale dashboards.

Cross-channel normalization Marketing CDM unifies your data with 1,000+ sources into one schema. No manual mapping.

Any warehouse or BI tool Snowflake, BigQuery, Redshift, Databricks, Power BI, Tableau, Looker Studio

AI Agent access via MCP Query, write, and monitor Yandex Direct through Claude, ChatGPT, Cursor, or any MCP client

Enterprise-grade security SOC 2 Type II, HIPAA, GDPR, CCPA. Raw data never leaves your environment.

OAuth setup in under 5 minutes No API keys, no code, no developer setup. Schema changes handled automatically.

Zero ongoing maintenance Pagination, rate limits, API versioning — all managed. Your team focuses on analysis.

Integration Details

Normalize Yandex Direct with global data

The Marketing Common Data Model standardizes Yandex Direct metrics alongside Google Ads, Microsoft Ads, and other search platforms. Campaign structures, keyword data, and conversion metrics align across all advertising channels. This normalization enables direct comparison between Russian market performance and global campaigns. Your team can analyze search advertising holistically without platform-specific data silos.

Yandex Direct API v5 · OAuth 2.0 · hourly sync · incremental

Schema Overview

Data objects and fields Improvado extracts from Yandex Direct

Object	Fields
Campaign	cost impressions clicks conversions avgCpc status dailyBudget
Ad Group	impressions clicks cost conversions avgCpc status
Ad	impressions clicks cost CTR adFormat status
Keyword	impressions clicks cost avgCpc qualityScore bid

How it works

From connection to autonomous action in three steps

Connect

Authenticate Yandex Direct via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.

Ask

Your AI agent queries Yandex Direct in natural language. Trends, anomalies, cross-channel comparisons — one conversation.

Act

The agent pauses underperformers, adjusts settings, generates executive reports, and monitors anomalies — every action logged.

Use Cases

What teams ask their AI agent about Yandex Direct

Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.

See how teams use Improvado →

Improvado Agent Analysis

Compare Russian search performance against Google Ads in international markets

Your AI agent analyzes Yandex Direct data and delivers actionable insights — automatically, in seconds.

5 hrs → 10 min

Improvado Agent Cross-channel

Optimize keyword bidding across Yandex Direct and Google Ads simultaneously

Your AI agent analyzes Yandex Direct data and delivers actionable insights — automatically, in seconds.

Manual → auto

Improvado Agent Reporting

Track customer journeys from Yandex Direct clicks through website conversions

Your AI agent analyzes Yandex Direct data and delivers actionable insights — automatically, in seconds.

8 hrs → 25 min

AI Agent Access

Your agent doesn't just read Yandex Direct — it optimizes bilingual search strategy

Read

Your agent reads comprehensive Yandex Direct performance data including campaign and ad group metrics, keyword-level stats (impressions, clicks, CTR, CPC, quality score), conversion tracking, audience segment performance, geo-targeting breakdowns, device splits, search vs YAN network comparisons, and hourly dayparting trends. It accesses historical data for trend analysis and joins Yandex metrics with other marketing platforms for unified cross-channel reporting.

Write

The agent writes custom exports formatted for your BI tools, generates automated executive reports combining Yandex Direct with Google Analytics and CRM data, and creates scheduled dashboards showing ROAS, CPA, and conversion trends by geo and audience. It outputs data to Slack channels, Google Sheets, Snowflake, or any destination in your marketing stack with proper formatting and business context.

Monitor

Your agent monitors Yandex Direct campaigns 24/7 for performance anomalies, triggering alerts when CTR drops below baseline, CPC spikes unexpectedly, or daily budgets pace too quickly. It detects quality score degradation, flags underperforming geo segments or audiences, and notifies you when conversion rates deviate from historical patterns—enabling proactive optimization before budget waste occurs.

AI agents compare keyword performance between Yandex Direct and Google Ads in Russian markets to identify bid arbitrage opportunities. They track search terms and ad group metrics across both platforms, then recommend budget allocation based on cost-per-conversion. Agents monitor conversion tracking discrepancies and alert when Yandex data deviates from expected patterns.

Claude ChatGPT Cursor Gemini Any MCP Client

Explore MCP →

Improvado Agent · Yandex Direct

You

Yandex campaigns with ROAS above 4.0

Query result

Campaign	Spend (₽)	ROAS
Premium Search - Electronics	118,200	4.8×
Retargeting - High Intent	89,300	4.5×
Brand Defense - Core	77,000	4.2×
Shopping - Top SKUs	64,500	3.9×
Dynamic Remarketing	52,800	3.7×

Improvado connected Yandex Direct → synced ads data

You

Conversion rates: Moscow vs regional cities

Report exported

5 items · sent to Slack

Destinations

Send Yandex Direct data anywhere

Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.

Snowflake → BigQuery → Redshift → Databricks → Power BI → Tableau → Looker Studio → Google Sheets → Domo → Excel → Qlik → Amazon S3 → Metabase → Grafana → PostgreSQL → Azure SQL →

SOC 2 Type II: Certified Security

HIPAA: Health Data Privacy

GDPR: EU Data Protection

CCPA: CA Privacy Standard

Compare

They extract data. Improvado deploys an agent.

Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Yandex Direct as one of 1,000+ integrated sources.

Feature	Improvado	Supermetrics	Funnel.io	Fivetran
Data fields extracted	200+	~90	~120	~80
Total integrations	1,000+	~150	~500	~300
Cross-channel normalization (CDM)	✓ Built-in	✗ Manual	Basic mapping	✗ Raw only
AI Agent access (MCP)	✓ Read, Write, Monitor	✗	✗	✗
Data warehouse destinations	✓ 16+ warehouses & BI tools	Sheets, Looker, BigQuery	BigQuery, Snowflake, Redshift	✓ Broad warehouse support
Refresh frequency	Every 15 min	Scheduled triggers	Daily / 6hr	Every 15 min (premium)
SOC 2 Type II & HIPAA	✓	✗ SOC 2 only	✓ SOC 2	✓
Best for	Teams that want an AI agent, not a pipeline	Small teams, spreadsheets	Mid-market, data teams	Engineering-led ELT pipelines

Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.

FAQ

Frequently asked questions

What Yandex Direct metrics are available through Improvado?

Improvado extracts impressions, clicks, costs, conversions, search terms, and quality scores from Yandex Direct. Geographic and demographic data are included for audience analysis. Custom conversion tracking and attribution metrics are also available.

Can Improvado handle Yandex Direct's Cyrillic campaign names?

Yes, Improvado fully supports Cyrillic text in campaign names, ad groups, and keywords. UTF-8 encoding preserves all characters correctly in your data warehouse. Reports display Russian text properly in all connected BI tools.

How does Yandex Direct data integrate with Google Analytics?

Improvado can join Yandex Direct campaign data with Google Analytics sessions and conversions using UTM parameters. This creates complete customer journey analysis from ad click to website conversion. Attribution modeling works across both platforms simultaneously.

What's the data retention period for Yandex Direct in Improvado?

Improvado stores unlimited historical Yandex Direct data in your connected warehouse. The platform can backfill data from account creation date. Data retention depends on your warehouse configuration, not Improvado limits.

Does Improvado support Yandex Direct's conversion tracking?

Yes, Improvado extracts all conversion types configured in Yandex Direct including goals, transactions, and custom events. Conversion attribution data helps optimize campaign performance. Cross-platform conversion analysis is available with other advertising sources.

Can I segment Yandex Direct data by Russian regions?

Improvado extracts geographic data from Yandex Direct including federal districts, regions, and cities. This enables performance analysis by location within Russia. Regional data helps optimize geographic targeting and budget allocation.

Customer stories

See all customer stories →

“Improvado saves about 90 hours per week and allows us to focus on data analysis rather than routine data aggregation, normalization, and formatting.”

Jeff LeeHead of Social, Media Buy, Influencer & Marketing Data, ASUS

Read story →

“Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours.”

Marc CerniglioInsights & Automation Manager, Chacka Marketing

Read story →

Put an AI agent on your Yandex Direct today

Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.

Get your agent View all 1,000+ integrations