01
Product-usage events
Activations, feature expansions, and repeat logins inside a trial or free tier. The single highest-weighted signal in SaaS because it is the only one emitted by an already-qualified buyer.
- Weight range
- 0.18 – 0.26
- Latency to pipeline
- 0 – 7 days
e.g. feature.expanded → workspace.created within 72h
02
Third-party intent surges
Spikes in category-level research on Bombora, G2, Gartner Peer Insights, and six other intent vendors. Catches demand before it ever lands on your pixel.
- Weight range
- 0.14 – 0.20
- Latency to pipeline
- 7 – 21 days
e.g. intent.score > 72 for 3+ sessions in 14d
03
Pricing-page revisits
Repeat pricing-page views across sessions and devices. Strongest single buying-stage tell: a buyer comparing tiers is closer than any ad click will ever be.
- Weight range
- 0.12 – 0.18
- Latency to pipeline
- 0 – 5 days
e.g. /pricing viewed 3× across 7d, ≥2 devices
04
Partner-sourced meetings
Introductions logged by integration partners, agencies, and reseller channels. Low volume, but the highest single-event win-rate we measure across the deployment base.
- Weight range
- 0.12 – 0.16
- Latency to pipeline
- 0 – 3 days
e.g. meeting.booked with source=partner
05
Demo-request micro-conversions
Form fills, calendar opens, and ROI-calculator completions that stop short of a booked demo. They predict the demo that follows; last-click credit eats the ad spend that drove them.
- Weight range
- 0.08 – 0.13
- Latency to pipeline
- 1 – 10 days
e.g. form.submitted on /roi-calculator
06
Sales-touch sequence
AE/SDR reply chains on Outreach and SalesLoft. Filtered for role-fit and email-open clusters so a forwarded internal thread is not mistaken for buyer interest.
- Weight range
- 0.06 – 0.10
- Latency to pipeline
- 0 – 4 days
e.g. email.replied after open ×3 in 5d
07
Content-syndication reads
Third-party outlets (TechCrunch, VentureBeat, niche trade press) plus off-domain syndications. Best as a top-of-funnel awareness tell, not a stage predictor.
- Weight range
- 0.03 – 0.07
- Latency to pipeline
- 14 – 45 days
e.g. article.dwell > 45s on partner domain
08
Branded search lift
Lift in branded query volume on Google and Bing. Confirms the rest of the model is working — if branded search is flat, mid-funnel signals are not compounding.
- Weight range
- 0.02 – 0.05
- Latency to pipeline
- 5 – 20 days
e.g. "<brand> pricing" search +18% WoW
09
Outbound sequence reply
A positive reply to an SDR cold sequence. Lowest-weight of the nine, but the only outbound signal that is voluntary — every other one is observable behavior.
- Weight range
- 0.01 – 0.03
- Latency to pipeline
- 0 – 2 days
e.g. email.replied sentiment > 0.6