marketing_ops · saas · workflow
Merge's solo content leader outranks 10x larger competitors using AirOps AI workflows
Merge's single content owner covered content, SEO, AEO, PR, social, and case studies in a crowded integration market. Mechanical SEO work—internal linking research, FAQ building, and article refresh prioritization—consumed his calendar and left no capacity for strategic or higher-output content formats.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Natural-language workflow creation
Jon describes what he wants to AirOps Copilot, which builds the workflow for him.
Tools used
AirOpsCopilotBrand Kit
Outcome
AirOps Copilot workflows cut page optimization from 30–40 minutes to 5–10 minutes, save 10+ hours per week, lifted Merge to #1–2 LLM visibility across 300 tracked prompts against competitors with 10x more employees, and enabled weekly case study production, up from monthly.
Results
Time savedFrom 30-40 minutes down to 5-10 minutes per page
Volume3-4x faster
Grounding & classification
Source type: vendor customer story
31 fields verified against source quotes.
agentic workflowcontent generationknowledge searchknowledge basehuman review describedmetric backednamed customerproduction runtime claimedsource backedtools describedworkflow describedsoftwarecycle time reductionemployee productivitythroughput increasetime savedvendor customer storymarketing opsagentic task executionai draft human approval