Customer demo mode
ICP packs
Bundles of intent classifiers, identity rules, novelty gates, and routing actions. Iterate freely; versions are kept.
All packs
1 client-specific Copilot
Active
Routing-safe demo packs
Peak signals
Last ranked window
False-pos
Target review rate
Koho Agiloft/CLM Ops
Living client pack that turns Marc feedback into source priorities, scoring rubric changes, and a labeled validation queue.
Signals 7d
31
Peak
12
Suppressed
3
Novelty
70%
leaving-clay-credit-burn
Cold-outbound agency owner running 5+ inbox warmup, hitting Clay credit ceiling, looking for predictable enrichment cost
Signals 7d
8
Peak
2
False-pos
3%
Precision
88%
smartlead-deliverability-collapse
Smartlead user whose inbox placement just dropped; running 200+ sender accounts; evaluating switch
Signals 7d
6
Peak
1
False-pos
4%
Precision
87%
instantly-cancelling
Instantly user about to cancel; volume reasons or pricing; agency context
Signals 7d
1
Peak
0
False-pos
5%
Precision
86%
apollo-stale-data
Apollo user frustrated with stale contact data; 11-month-stale Slack-style critique; looking for fresher source
Signals 7d
7
Peak
0
False-pos
6%
Precision
85%
outreach-too-expensive
Outreach.io user (small agency tier) priced out; 5-figure annual; looking for SMB option
Signals 7d
3
Peak
0
False-pos
7%
Precision
84%
lemlist-feature-gap
Lemlist user hitting feature gaps in personalization or sequence logic; comparing to alternatives
Signals 7d
5
Peak
0
False-pos
8%
Precision
83%