80 signals worth stealing. $1M in ARR.

AI researcher turned founder turned growth engineer. Still figuring it out, in public.

M.Sc. in deep learning. Former AI Team Lead. Published. Then I got hungry for more impact and founded The Voice Box, my AI agency.

Needed leads, so I went deep on LinkedIn: 40,000 followers in 8 months, $100K closed in 90 days. All organic.

Growth is a blend of experimentation, data, and human psychology, increasingly engineering.

Now I'm the founding growth engineer at Swan, building the first autonomous business where humans are amplified 100x.

This is where I unpack it as it happens.

Stick around.

These 80+ signals are responsible for over $1M in ARR.

And I'm giving them away for free..

You don't get a 40% reply rate by accident. It all comes down to reaching the right accounts at the right time.

So I mapped every buying signal that turns into pipeline for Swan AI.. all 80+ of them, in one free Notion doc.

Every signal shows you where to find it yourself, when to act on it, and the play that turns it into a meeting.

steal them today:

• The five money signals - start here

• Reply rates - cold 6-8%, stacked 35-40%

• The 4-job system (remember, score, act, monitor) - here

• First-party + third-party combos

• LinkedIn engagement - 7 (profile views, likes, DMs)

• On your website - 5 (pricing page, repeat visits)

• People are moving - 9 (champion moved, new VP Sales)

• Raised hands - 13 (replies, meetings, forms)

• Competitive displacement - 7 (competitor surges)

• Category research - 5 (intent surges, Reddit)

• Your CRM is talking - 6 (closed-lost, stale deals)

• Money & momentum - 8 (funding, contract wins, ads)

• Strategy shifts - 9 (partnerships, M&A, outages)

• Website & stack changed - 6 (SOC 2 badge, pricing)

• Events & warm paths - 5 (mutual connections, registrants)

Every family comes with a one-click setup, and the full index at the bottom is filterable by heat and by who runs it.

What signal are you watching that I missed? I'll add it.

P.S. There's a 5-minute walkthrough at the top of the doc if you'd rather watch.

• Ariel

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