Find LinkedIn Leads by Intent Signal

Find demand-side prospects on LinkedIn for any niche. Classifies each LinkedIn author into 3 renamable audiences (default: buyer / maker / agency) based on installer-provided signal descriptions, then routes ready leads to outreach via Breyta's existing approval-gated sender. Works for UGC, B2B SaaS, e-commerce, real estate, dental, florists, agencies, any vertical where your ICP is publicly posting about their problem or building.

Demand Pilot cover — Breyta brand style: glowing orange magnifier icon fans out to LinkedIn lead nodes, orange highlights mark qualified buyers, with DEMAND PILOT title and tagline

Created by Emil Hjorth • Version 38 • 21 steps

Use this app

What you get

  • Find demand-side prospects on LinkedIn for any niche. Classifies each LinkedIn author into 3 renamable audiences (default: buyer / maker / agency) based on installer-provided signal descriptions, then routes ready leads to outreach via Breyta's existing approval-gated sender. Works for UGC, B2B SaaS, e-commerce, real estate, dental, florists, agencies, any vertical where your ICP is publicly posting about their problem or building.

Integrations

  • llm
  • Your Offer And Audiences

How it works

  • Normalize demand pilot input
  • Plan lead sourcing from keywords
  • Source LinkedIn people via linkedin-icp-post-research
  • Resolve effective signal table
  • Build installable preview input
  • Unwrap installable preview output
  • Build no-send sequence plan
  • Load normalized demand rows
  • Load raw source demand rows
  • Build LLM audience classify input
  • Classify sourced people into audiences
  • Merge LLM audience assignments into sourced rows
  • Build clean demand-only queue
  • Persist clean demand-only queue
  • Persist demand pilot ledger
  • Build outreach-2 lead rows from demand queue
  • Persist outreach-2 leads table
  • Build outreach-2 child-call input
  • Build send-flow call input as flat map
  • Unwrap send-flow output
  • Build demand pilot output

Find LinkedIn leads by intent signal, not by job title

Most lead-gen tools dump you a list of titles at companies. Demand Pilot reads what people are actually posting on LinkedIn right now, picks up the intent signal (ad fatigue, hiring pain, tool churn, expansion), classifies each author into your 3 audiences (buyer / maker / agency by default, fully renamable), and routes ready leads into approval-gated outreach. Works for UGC, B2B SaaS, e-commerce, real estate, dental, florists, agencies, anywhere your ICP is publicly posting about their problem.

What you get

  • Niche-agnostic audience classifier: describe your 3 audiences in plain English, the flow classifies every author against your signals (not hardcoded verticals).
  • Demand signal extraction: pulls intent from actual post content, not stale job titles.
  • No-note connect + 36h delayed DM: connections go out without a note, follow-up DM fires 24-48h after acceptance so it doesn't feel robotic.
  • Approval-gated sender: every DM body is shown verbatim before it sends. Nothing goes out without your green light.
  • CRM-style operator view: pipeline by stage, not raw resource tables.

What you need

  • Unipile account (bring your own, ~$30-50/mo): Breyta does not resell LinkedIn access.
  • 5 minutes to describe your 3 audiences and your offer.
  • An OpenAI or Anthropic key for classification (bring your own, no markup).

How it compares to Gojiberry, Apollo, Phantombuster, lemlist

Gojiberry runs the same intent-signal LinkedIn loop at $99/mo. Demand Pilot does the same job from $19/mo, lives inside Breyta where your other workflows already are, and gives you full control of the audience-classifier prompt + DM voice (not a black box). Apollo sells static contact databases at $99-499/mo, no posts read. Phantombuster scrapes at $69-439/mo but no classifier or send loop. lemlist is $59-99/mo pure sequencer, no demand signal. If you already pay Gojiberry $99 and want the same workflow at one third the price plus full visibility into the classifier, Demand Pilot is the swap.

Pricing

Every plan includes a 5-invite free trial, no card required. After the trial: Starter $19/mo (60 invites), Growth $49/mo (150 invites), Pro $89/mo (250 invites). One LinkedIn account per installation. The counter ticks once per LinkedIn invite dispatched. Follow-up DMs after acceptance and reply polling are free. All plans include classifier + sender. Setup: ~5 minutes.

Built for LinkedIn-safe sending

LinkedIn throttles every account individually based on trust score, acceptance rate, and pending backlog. Above ~15 invites/day or ~100/week on a single account triggers silent reach suppression (Volume Tax) and eventually a hard block. The physical safe ceiling on a mature LinkedIn account is about 400 invites/month.

Demand Pilot stays well below that ceiling at every tier:

  • Starter 60/mo = ~2/day, ideal for new or warming accounts
  • Growth 150/mo = ~5/day, sustainable on any account
  • Pro 250/mo = ~8/day, fully utilizing one mature account without stressing it
  • No-note invites by default + 24-48h delayed follow-up DM after acceptance (highest-acceptance pattern in 2025-2026)

To send from multiple LinkedIn accounts in parallel, install Demand Pilot multiple times (once per LinkedIn account). Multi-account-from-one-install is on the roadmap, not shipped today.

Pair with

  • @@INLINE_0@@: static ICP discovery layer. Apollo / Clay alternative that finds, ranks and exports leads with contact routes (pay per pack, no monthly fee). Use it to seed your account list. Demand Pilot then watches which of those people are publicly posting about their problem this week, so you get an intent layer on top of your ICP.
  • @@INLINE_0@@: Demand Pilot reads any voice profile in your workspace, so DMs match your voice automatically.

FAQ

How does the LinkedIn Intent Signal app find new leads?

This app finds potential customers on LinkedIn who are actively posting about specific problems or topics related to your business. It identifies these people, classifies them into categories like buyers or agencies, and prepares them for your outreach team to review.

Can I customise how the app classifies my prospects?

Yes, you can rename the three default audience categories to fit your specific business model. The agent uses your custom descriptions to decide which group a prospect belongs to based on the content of their posts.

Which AI services and integrations does this workflow use?

The workflow uses a sophisticated agent and Large Language Model integrations to analyse LinkedIn posts. It also connects to internal Breyta tables to organize and store your lead data securely throughout the process.

Will the app automatically send messages to the leads it finds?

No, the app follows a no-send-by-default policy to ensure you maintain quality control. Every lead is routed to an approval-gated sender, so you can check the sequence before any messages are sent to your prospects.

Which industries can use this intent-based outbound tool?

This workflow is effective for any niche where people post publicly about their needs, including Business to Business software, real estate, and creative agencies. It searches for specific intent signals across any vertical to find people who are ready to buy or collaborate.