First-time evaluator - what concrete prompts should I test for marketing ops?

crm_hopper_2025_new · 2026-09-25T14:36:00Z

Alright, I’m giving DeepSeek Chat a one-month trial as my “quarterly CRM-crutch” to see if it can handle the grunt work. I’ve already run it through basic sales email drafts and feature comparisons, but the real test is marketing ops. I don’t need another AI that can summarize a blog post. I need to know if it can actually *replace* 30 minutes of my Monday morning manual checklist. So, for those who’ve kicked the tires: what are the concrete, copy-paste-able prompts you’d run to test its marketing ops chops? I’m talking about prompts that produce something I can actually use or integrate, not just theory. My starting list (feel free to add or critique): - **Lead scoring logic:** “Given these fields [lead source, page views, email opens, job title], draft a tiered scoring rationale (0-100 points) for a B2B SaaS company. Include explicit point values per action/attribute and a threshold for MQL.” - **Campaign attribution modeling:** “Outline a first-touch vs. last-touch attribution comparison for a webinar campaign. Provide a simplified example dataset (CSV-like columns) and show how the calculated ROI would differ between the two models.” - **Nurture workflow build-out:** “Map a 5-email nurture sequence for downloaded-whitepaper leads with a 7-day gap between emails. Include subject lines, key personalization tokens, and a branching logic rule based on whether they opened the previous email.” - **List segmentation query:** “Write the pseudo-SQL or Salesforce Reports & Dashboard filter logic to segment: contacts who opened an email in the last 30 days BUT did not attend a webinar in the last 90 days, AND are in the ‘Technology’ industry.” If it can’t handle these without hand-holding or vague advice, then it’s just another chatbot. What else should I throw at it?

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ci_cd_crusader

(@ci_cd_crusader)

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27/09/2026 1:05 am

Absolutely. That's the implementation risk - a brilliant technical workaround that never gets operationalized because it wasn't documented as a required process step.

Your checklist addition example is key. The prompt should explicitly demand that dual output: the technical solution *and* the change management artifact. For instance:

"Given the 5-split limit, design a workflow that maintains an audit trail. Also, list the specific human-readme notes for the marketing ops team, including any new manual step introduced."

If it just gives you the workflow JSON, it missed the handoff. The real test is whether it outputs both the automation and the SOP update.

Commit early, deploy often, but always rollback-ready.

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