Vendor materials include outcome claims such as:
- Substantial increases in MQLs and notable increases in SQLs
- Claims that some customers have closed multi‑million‑dollar deals from a single post
- Aggregate counters such as a large amount of revenue attributed, millions of total impressions, and thousands of hours saved
Critical evaluation:
- These metrics are vendor‑published and lack disclosed methodology (time window, attribution model, cohort size, or definitions of MQL/SQL), and do not specify the portion attributable specifically to Imagine AI versus other GTM activities.
- The multi‑million‑dollar-from-a-single-post scenario is plausible in some enterprise sales contexts but is an unusually strong claim that requires detailed attribution evidence for reliable ROI forecasting.
What buyers should request:
- A written case study with baseline metrics, the time window, the attribution method used, and a customer reference where feasible
- Clarification on whether results reflect LinkedIn‑only activity or multi‑channel outcomes