Week 1: Social-First Probe Experiment Report
In the first week of our social-first probe, we tested whether social channels can validate product-market fit signals before investing in long-form content. Here are the results across Reddit, X, and LinkedIn.
Experiment Setup
In Week 1 of our Social-First Probe experiment, we tested a core hypothesis: can you validate product-market fit signals through social channels before investing in long-form content or paid ads? We selected three platforms —Reddit, X, and LinkedIn —and published 12 micro-posts across different formats.
Each post carried a unique UTM fingerprint, allowing our Discovery Engine to trace engagement back to specific messaging angles. We measured replies, saves, and click-throughs to our landing page.
Key Findings
- Reddit r/SaaS —Value-first posts (sharing a framework without pitching) generated 3.2x more profile clicks than direct product mentions.
- X / Twitter —Thread format outperformed single tweets by 4.7x in impressions, but link CTR remained flat at 1.1%.
- LinkedIn —Personal storytelling posts drove the highest engagement rate (6.8%), though audience intent skewed toward networking rather than product evaluation.
Metrics Dashboard
Total impressions across all platforms: 23,400. Unique landing page visits attributed to social probes: 312. Waitlist signups from social traffic: 18 (5.8% conversion rate from visit to signup).
These numbers feed directly into our Strategy Portfolio to inform Week 2 budget allocation. The automated measurement pipeline flagged Reddit as the highest-ROI channel for our B2B SaaS audience.
Next Steps
Week 2 will double down on Reddit with a structured community seeding plan. We will also begin backlink outreach to resource pages that surfaced during discovery. Full attribution data is tracked through the GenGrowth execution pipeline.