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.
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.
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.
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 |
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.
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.
Compare Russian search performance against Google Ads in international markets
Your AI agent analyzes Yandex Direct data and delivers actionable insights — automatically, in seconds.
Optimize keyword bidding across Yandex Direct and Google Ads simultaneously
Your AI agent analyzes Yandex Direct data and delivers actionable insights — automatically, in seconds.
Track customer journeys from Yandex Direct clicks through website conversions
Your AI agent analyzes Yandex Direct data and delivers actionable insights — automatically, in seconds.
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.
| 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× |
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.
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.
Frequently asked questions
What Yandex Direct metrics are available through Improvado?
Can Improvado handle Yandex Direct's Cyrillic campaign names?
How does Yandex Direct data integrate with Google Analytics?
What's the data retention period for Yandex Direct in Improvado?
Does Improvado support Yandex Direct's conversion tracking?
Can I segment Yandex Direct data by Russian regions?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"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."
Put an AI agent on your Yandex Direct today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.