How We Turned LinkedIn Buying Signals Into 133 Replies With AI
Looply turns buying signals into a campaign-ready pipeline. My name is Benjamin. I'm the co-founder of Looply.
We ran a LinkedIn campaign from buying signals, not a scraped list.
It ended here: 572 invited. 339 accepted. 267 reached. 133 replies.
The point is not that every campaign will do this. The point is that timing changes the conversation.
Looply demo: from high-intent signals to campaign-ready leads. The goal: set up your first agent in 10 minutes and start reviewing warm opportunities today.
We have a 7 day trial available here (you should click, it’s definitely worth it)
If you are about to launch another cold list, try this workflow first.
Watch the demo, then build the first version inside Looply.
Most outreach tools start with a list.
Looply starts with a moment.
Someone changes role, engages with a competitor, comments on a category post, or shows activity that says now is a better time.
Then Looply checks if they actually fit your ICP before a campaign starts.
That is the shift: fewer random names, more reasons to reach out.
Static lists, bad-fit leads, and generic scripts waste budget before the first reply. Cold outreach fails because timing is missing
Most cold outreach does not fail because the copy is terrible.
It fails because the person has no reason to care right now.
Looply connects live buying signals, ICP qualification, short messages, and campaign launch. | Cold list | Buying signal |
|---|
| More names | Better timing |
| More ignored messages | More relevant conversations |
| The reader asks: why now? | The signal answers why now |
| Feels like a pitch | Feels like joining a conversation |
More names do not fix bad timing. Better signals do.
What happens in the first 10 minutes
1.
You start from your website, so Looply understands the offer.
2.
You choose the people you want to reach.
3.
You set the signals that mean someone might care now.
4.
Looply starts building a warm lead queue with reasons attached.
5.
You review the best fits before they enter a campaign.
6.
The first campaign starts from context, not guesswork.
What counts as a high-intent lead?
High intent means two things are true: the person fits, and something relevant happened recently.
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Engaged with a competitor.
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Commented on a category post.
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Raised funding or started hiring.
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Shared a pain point you solve.
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Shows up as a top active ICP profile.
A good signal gives your message a real reason to exist. That is where the list becomes a market, and the message starts to feel earned.
The 300 warm leads framework
Here is how we think about the 300 warm leads framework.
The goal is not to contact 300 people blindly. The goal is to find the cleanest 300 moments worth reviewing.
Step 1: Start from your website
This is where the workflow starts: Looply reads your site, builds the first profile, and gives you a cleaner queue before you launch anything.
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Go to https://joinlooply.com and create an account (there is a trial, it’s enough to get your first demos + 300 leads)
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Review the company profile, offer, market, and competitors.
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Use the first warm lead queue to decide who is worth contacting now.
Start from your website, not a blank campaign prompt. Step 2: Remove bad fits before outreach
Bad-fit leads make even good copy look bad.
Looply filters roles, markets, company size, and exclusions before messages are written.
The ICP filter keeps the lead queue clean before outreach starts. Step 3: Activate signal agents in 10 minutes
This is where timing starts to work for you.
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Influencer and category posts.
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New roles and job changes.
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Top active ICP profiles.
Activate the agents once, then review the warm queue as leads appear. The walkthrough shows what this looks like inside the app:
Agent walkthrough: setting up the ICP, signals, warm leads, and next steps. Step 4: Review leads with the reason attached
A warm lead should answer one simple question:
Why this person, and why now?
Every lead should have a reason: job change, competitor engagement, funding, hiring, or active ICP behavior. Step 5: Launch while the signal is fresh
A signal loses value when you wait too long.
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Move good-fit leads into a LinkedIn campaign.
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Enrich emails only when the account is worth it.
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Sync the clean segment to the tools your team already uses.
Send qualified contacts to HubSpot, Pipedrive, Attio, Instantly, Lemlist, HeyReach, Smartlead, Slack, Clay, Zapier, or webhook. This is the part most teams skip: they find intent, then wait until it gets cold.
The message sequence that feels human
Warm intent helps, but the message still has to feel human.
Use the signal as the reason for the note.
Ask one question. No pitch essay.
Message 1: connection request
Plain text Hey {{first_name}}, saw your comment on [topic]. Timing seems relevant here, so I figured I would connect.
Message 2: first DM after they accept
Plain text Thanks for connecting {{first_name}}. Saw [specific signal] and thought this might be relevant. Are you looking at outbound timing right now?
Message 3: meeting bridge after they reply
Plain text Makes sense. We use a simple workflow to turn those signals into warmer conversations. Want me to send the 1-minute version?
Message 4: clean bump
Plain text Quick bump, {{first_name}}. Should I send the workflow, or leave it for now?
AI helps with research. Looply keeps the signal, fit, message, and campaign in one place.
Prompts if you still do it by hand
Plain text Look at this LinkedIn signal and profile.
Return:
1. Why it matters now
2. ICP fit
3. Best outreach angle
4. One reason to skip
Keep it short.
Plain text Write a LinkedIn opener under 35 words.
Rules:
- Mention one signal
- Sound human
- No pitch
- Ask one question
Expected workflow outcome
| Week | Target outcome |
|---|
| Week 1 | 50-100 warm leads reviewed. 10-15 conversations started. |
| Week 2 | 100-150 warm leads reviewed. 25-30 conversations. 3-6 calls booked. |
| Week 3 | 300-400 warm leads reviewed. 40-50 conversations. 6-10 calls booked. |
| Week 4+ | Fresh signals compound when ICP, sender health, and follow-up stay clean. |
These are targets, not promises. Fit, timing, sender health, and follow-up still matter.
What a Looply campaign can look like
That campaign proof shows the workflow can create real conversation volume.
Campaign proof should show sender setup, pacing, and message steps without hiding signal context. Not a guarantee. Proof that timing, fit, and short messages can create real replies.
| Control | Why it matters |
|---|
| Sender health | Protects accounts and keeps pacing human |
| Contact quality | Keeps bad-fit leads out |
| Signal freshness | Gives messages a reason now |
| Short messages | Avoids pitch energy |
| Reply handling | Turns interest into next steps |
Your first four weeks
Week 1: Foundation
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Monday: set up one Looply agent around one signal source.
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Tuesday: review ICP, exclusions, and the first warm leads.
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Wednesday-Friday: start conversations while the signals are still fresh.
Target: 50-100 warm leads reviewed, 10-15 conversations started.
Week 2: Optimize
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Monday: review which signals created replies.
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Tuesday: tighten ICP filters and message angles.
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Wednesday-Friday: launch around the strongest signal source.
Target: 100-150 warm leads reviewed, 25-30 conversations, 3-6 calls booked.
Week 3: Scale
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Monday: add one more proven signal type.
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Tuesday/Thursday: sync good-fit leads to your stack.
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Daily: move interested replies to the next step.
Target: 300-400 warm leads reviewed, 40-50 conversations, 6-10 calls booked.
Week 4+: Compound
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Agents keep finding fresh signals.
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Warm leads build pipeline momentum.
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Conversations turn into calls, referrals, and new segments to test.
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Keep the signals that produce replies. Cut weak ones.
When signal quality, ICP fit, sender health, and follow-up stay clean, bigger weeks become realistic.
Your next 48 hours with Looply
1.
Build one agent from your website.
2.
Choose one ICP and three buying signals.
3.
Remove bad-fit roles before outreach starts.
4.
Review the first warm lead queue.
5.
Launch one simple campaign while the signals are fresh.
6.
Reply fast and keep the conversation human.
If you keep treating LinkedIn like a database, you will keep writing cold messages. Treat it like a live market.
If this is the campaign you wanted to run, start the trial here.
Looply will help you build the first agent, score the first leads, and see why they are warm.
The workflow is simple: better timing, better fit, shorter messages, cleaner replies. 
