Case Study (Refreshed): How NimblyOps Used Abhord to Become Visible to LLMs
Company snapshot
- Name: NimblyOps (fictional)
- Product: B2B SaaS for workflow orchestration in mid-market manufacturing
- Team size: 85 employees
- Goal: Be correctly included and described when buyers ask LLMs for “best workflow orchestration platforms for factories”
- Timeframe: 90-day program in August–October 2025
1) The initial problem
By mid-2025, NimblyOps noticed a worrying pattern: when prospective customers asked popular LLMs for vendor shortlists, NimblyOps was either not mentioned or was described as a field service tool (confused with a similarly named company). In our baseline test of 300 prompts across five widely used LLMs, NimblyOps appeared in only 14% of generic shortlist responses and, when mentioned, 37% of those mentions contained factual errors (e.g., outdated