CLI
GramTrigger CLI workflow notes
This page serves as the public reference for CLI-oriented GramTrigger workflows, campaign operations, and export formatting. The primary product interface remains the web dashboard and campaign request inbox, but teams that prefer terminal-based workflows can use these patterns to manage campaign records and exports programmatically.
Core workflow
The fundamental GramTrigger workflow is designed around the AI Funnel Builder, campaign creation, request tracking, and export. Whether you use the dashboard or a CLI-style approach, the structure is the same: define the offer, choose the lead magnet, set the campaign keyword, attach the lead magnet link, prepare the Reply Library draft, track Request Inbox status through review and delivery stages, and export clean campaign records at the end of the reporting period.
For teams that manage multiple campaigns across clients or content types, a CLI-oriented workflow can help standardize campaign creation, export formatting, and consistent record-keeping across recurring campaigns. The key fields remain consistent: Campaign Blueprint name, keyword strategy, post URL, lead magnet link, Reply Library draft reference, request owner, and campaign status.
Export patterns
Campaign records are structured for CSV export, making them suitable for terminal-based processing, reporting pipelines, and client delivery. Each export includes the campaign identifier, keyword strategy, lead magnet link, Reply Library draft reference, request count, status distribution, and export timestamp. Teams can use these exports for follow-up planning, client reporting, internal audits, and campaign performance reviews.
For recurring campaigns, establish a consistent export cadence. Weekly exports help agencies and creators stay on top of request review and follow-up status. Monthly exports support client reporting and campaign performance reviews. Quarterly exports help identify which campaign types, keywords, and offers produce the most organized request records.
Campaign operations checklist
Before each campaign launch, confirm the following: Campaign Blueprint name and purpose are documented, keyword strategy matches the offer, lead magnet link is tested and working, Reply Library draft is prepared and reviewed, campaign owner and follow-up owner are assigned, Request Inbox fields are configured, and Lead Export format is confirmed. These checks apply whether you manage campaigns through the web dashboard or a CLI workflow.
Related workflows
CLI-oriented teams may also find value in the campaign audit workflows, export formatting patterns, and recurring campaign operating systems described in the blog and resources sections. The core principles of campaign organization, request tracking, and status management apply across all interfaces.