yandex-direct-query-negative-mining is organized in the Seo Marketing category. Compare its source, install method, and compatibility before adding it to your workflow.
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---
name: yandex-direct-query-negative-mining
description: Use for PPC work when Codex should analyze Yandex search queries, negatives, match intent, and preserve valuable traffic.
---
# yandex direct query negative mining
## Workflow
1. Confirm the business outcome, owner, source data, constraints, and success metric.
2. Inspect the project and available account or analytics evidence before proposing changes.
3. Use official documentation for current platform behavior and retain source provenance.
4. Produce an evidence-backed plan with assumptions, dependencies, and measurable validation.
5. Run only read-only diagnostics by default; gate external, paid, production, or publishing actions behind explicit approval.
## Domain Focus
analyze Yandex search queries, negatives, match intent, and preserve valuable traffic.
## Official Sources
https://yandex.com/dev/direct/doc/en/ | https://developers.google.com/google-ads/api | https://developers.facebook.com/docs/marketing-apis
## Guardrails
- Start with read-only data and recommendations.
- Require explicit approval before changing spend, bids, audiences, ads, campaigns, or external account settings.
- Preserve campaign history and report the expected impact, rollback path, and measurement limitation.
