We analyzed 100,000+ LinkedIn engagement events across Saava workspaces and asked one question: which of these patterns predicted a booked meeting within 30 days?
Here are the seven that consistently did.
Someone commenting "this is incredible" on your competitor's case study is in the buying conversation — they're benchmarking. Conversion rate to meeting: 8.2%.
Reposts require deliberate action. If your buyer reposts content from someone they consider an authority in your space, they're signaling alignment. Conversion: 5.1%.
One like is noise. Three engagements with the same thought leader in 7 days means the prospect is building a worldview that aligns with that author's POV. Conversion: 6.7%.
Questions in comments = the prospect is actively thinking through a problem. These are the warmest possible leads. Conversion: 11.3%.
A prospect liking a post 48 hours after attending a webinar or conference where similar topics were discussed = primed intent. Conversion: 7.4%.
Often invisible without LinkedIn Sales Navigator, but if you can catch it, profile visits to your AEs or founder are pure intent. Conversion: 9.8%.
People who engage with transformation content are imagining themselves making that transformation. Conversion: 6.2%.
Saava's scoring engine weighs these signal types automatically — high-intent patterns surface to the top of your leads list.
How many connection requests and messages you can safely send on LinkedIn in 2026, the signals that trigger restrictions, and a 4-week warm-up schedule for a new account.
PlaybookA new VP in seat is the highest-converting trigger in B2B. Here's how to catch role changes on LinkedIn and run the 90-day window play before your competitors notice.
PlaybookChrome-extension scrapers put your LinkedIn account at risk and break on every update. Here's the safer, more durable way to pull qualified leads from LinkedIn engagement.