Meta Ads Scaling Plan with Claude + Gmail Email (n8n)

Scale Meta Ads with a data-backed plan—generated by Claude and emailed via Gmail (n8n)

Get a practical Meta Ads scaling order automatically: this n8n workflow pulls your Meta Marketing API performance and budget data, finds ads beating account benchmarks, calculates safe budget lifts for capped winners, and uses Anthropic Claude to write a concise scale plan—then sends the report through Gmail.

What this workflow does

• Manual start workflow: run when you initiate the process (manual trigger).
• Pull Meta performance & budget data: fetches account, ad, ad set, and campaign insights plus ad set and campaign budget entities from the Meta Marketing API for the selected date preset.
• Benchmark + winner detection: calculates the account benchmark (ROAS for sales accounts or cost per result for lead-gen), applies spend/results thresholds, and ranks top winners that beat the benchmark.
• Budget-capped scaling logic: checks whether winners are budget-capped and/or have frequency headroom, then computes an approved budget step and estimated extra weekly results or revenue for capped winners.
• Claude-generated scale order: sends ranked winners and approved budget steps to Claude to produce a scale order, recommended first move, and stop-scaling caution.
• Email the report: formats the AI output and winner details into a text report and emails it using Gmail.

Use cases

• Weekly Meta Ads performance review with an automated “what to scale next” instruction.
• Teams that want safer budget increases for winners that are budget-capped, without guessing.
• SaaS operators using n8n to centralize reporting and decision support across Meta campaigns.

Technical details

• Nodes / integrations: manual trigger, HTTP Request (Meta Marketing API), Code, Gmail, and helper nodes (e.g., Sticky Note).
• Required environment variables: META_ACCESS_TOKEN, META_AD_ACCOUNT_ID, and optionally META_API_VERSION.
• AI integration: ANTHROPIC_API_KEY for Claude scale-plan generation.
• Gmail output: configurable recipient and subject via the Gmail node.

Perfect for: n8n users, automation engineers, and marketers who need a repeatable Meta Ads scaling workflow with benchmark-based winner detection and Claude-powered recommendations.