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 this app find leads on LinkedIn?

This app scans LinkedIn for authors posting about specific problems or building in public within your niche. It identifies prospects based on intent signals you define, ensuring you only target people who actually need your solution right now.

Can I categorise leads by my specific criteria?

The workflow uses Large Language Models to classify every lead into three customisable categories, such as buyer, maker, or agency. You provide the descriptions for each group, and the agent automatically sorts the prospects based on their public activity.

Does this app send automated messages without my approval?

No leads are contacted automatically. The app routes qualified prospects to a dedicated outreach queue where you must approve every message before it is sent through the integrated sender system.

What industries or niches does the lead generation work for?

You can use this for any vertical where your ideal customers post publicly, including Business to Business software, real estate, dental practices, or e-commerce. It works by matching keywords and intent signals to your specific niche instructions.