BeReach vs La Growth Machine 2026: AI-Native LinkedIn API vs Multichannel Sequence SaaS — Complete Comparison

La Growth Machine runs multichannel sequences through their dashboard at €60-180/mo. BeReach is the AI-native unofficial LinkedIn API powering autonomous agents and n8n workflows with 60-70% warm acceptance at €10/mo.

Alexandre Sarfati avatar

Alexandre Sarfati

Published February 22, 2026
Updated February 22, 2026
BeReach vs La Growth Machine 2026: AI-Native LinkedIn API vs Multichannel Sequence SaaS — Complete Comparison

BeReach vs La Growth Machine: AI-Native LinkedIn API vs Multichannel Sequence Dashboard

La Growth Machine (LGM) and BeReach both automate LinkedIn outreach — but they represent two fundamentally different approaches. LGM is a closed multichannel SaaS where you build LinkedIn + email + X (Twitter) + call sequences in their dashboard. BeReach is the AI-native unofficial LinkedIn API — open infrastructure designed for AI agents, automation platforms, and signal-based warm outreach.

LGM is a dashboard you log into. BeReach is an API that powers your AI agent, your n8n workflow, or your custom outreach system.

If you're searching for a La Growth Machine alternative that's open, AI-agent-ready, dramatically cheaper, and gets better LinkedIn acceptance rates, here's the full comparison.

TL;DR

La Growth Machine is a multichannel outreach SaaS. LinkedIn + email + X (Twitter) + calls in one dashboard. Visual sequence builder, lead enrichment (waterfall email finding), CRM sync (HubSpot, Pipedrive), AI copywriting, OOO detection. Starts at €60/identity/month. Built for sales teams running multichannel campaigns through LGM's UI.

BeReach is the AI-native unofficial LinkedIn API (berea.ch). Full REST API with agent-designed infrastructure: built-in dedup, smart rate limiting, safety guardrails, structured responses, campaign pre-check. Powers autonomous AI agents (OpenClaw skill + sub-skills), n8n/Make/Zapier workflows, and direct use (Chrome extension + 8 free tools). Signal-based warm outreach: 60-70% acceptance. €10/month.

The core difference: LGM is a closed dashboard with no API for individual LinkedIn actions. BeReach is an open API you can plug into anything.

Architecture: AI-native API vs multichannel dashboard

La Growth Machine: the multichannel sequence builder

LGM's value proposition is multichannel: LinkedIn + email + X + calls in one visual workflow. You:

  1. Import leads from LinkedIn search, Sales Navigator, or CSV
  2. Enrich with waterfall email finding (9 providers + 2 verification tools)
  3. Build visual sequences: LinkedIn visit → connect → email → follow-up → call
  4. LGM executes across channels with OOO detection and smart delays
  5. Sync with HubSpot or Pipedrive

It's a polished multichannel outreach dashboard. But:

  • ❌ No API for individual LinkedIn actions
  • ❌ No AI agent integration
  • ❌ No post engagement scraping
  • ❌ No free tools
  • ❌ No n8n/Make action-level integration
  • ❌ Per-identity pricing (€60-180 per LinkedIn account)
  • You're locked into LGM's sequence model

BeReach: the AI-native LinkedIn API

Every LinkedIn action is an API endpoint, designed for AI agents:

EndpointActionAgent feature
POST /collect/linkedin/likesScrape post likersPaginated, structured
POST /collect/linkedin/commentsScrape commenters + textcommentHash for replies
POST /search/linkedinSearch posts by keywordPost metrics
POST /visit/linkedin/profileVisit + extract datamemberDistance, pendingConnection
POST /connect/linkedin/profileConnection requestBuilt-in weekly dedup
POST /message/linkedinSend DM (1st degree)Campaign dedup
POST /like/linkedin/commentReact to a comment6 reaction types + dedup
POST /reply/linkedin/commentReply to a commentCampaign dedup
GET /campaigns/{slug}/filterPre-check completed actionsBatch verification

LGM has zero API for individual LinkedIn actions. Your AI agent can't use it. Your n8n workflow can't execute LinkedIn actions through it.

Why BeReach's API is designed for AI agents (and LGM isn't)

LGM was built for humans building multichannel sequences. BeReach was built for AI agents making autonomous per-prospect decisions.

The closed dashboard problem

ProblemLa Growth MachineBeReach
API access❌ No LinkedIn action API✅ Full REST API, all plans including free
Rate limit managementLGM handles internallyAPI handles automatically, detects account type
DeduplicationWithin LGM campaigns onlyBuilt-in weekly dedup + campaign dedup across any system
Pre-check endpointGET /campaigns/{slug}/filter
Structured responsesDashboard UI onlyAgent-ready JSON: memberDistance, pendingConnection
Safety guardrailsLGM manages internallyBuilt into API: smart delays, throttling
AI agent integration❌ Impossible✅ OpenClaw skill + sub-skills
n8n/Make integrationNo action-level API✅ Every action is an HTTP endpoint
Per-prospect AI decisionsFixed sequence pathsAgent decides per-prospect

The agentic control layer

BeReach is building infrastructure for AI agents doing outreach:

FeatureWhat it does
Agent Activity DashboardReal-time view of agent connections, messages, engagement
User Feedback LoopUsers send feedback → agents improve
Control SystemGuardrails: max connections/day, approved tones, blacklists, ICP
Agent Performance MetricsAcceptance rates, reply rates, conversion tracking
Multi-Agent OrchestrationMultiple agents coordinated through one system

LGM has a dashboard for humans managing sequences. BeReach has infrastructure for AI agents working autonomously.

The BeReach ecosystem

1. Full REST API (all plans, even free)

LGM charges €60-180/identity/month and gives you zero API access for LinkedIn actions. BeReach gives you full API on the free plan.

2. Post Engagement Scraping (LGM can't do this)

Scrape who liked, commented, and shared any LinkedIn post. Warm leads with timing signals. LGM imports leads from LinkedIn search or CSV — all cold sources with no engagement context.

3. AI Agent Skill + Sub-skills

Sub-skillWhat it automates
API ReferenceFull request/response schemas for all 26 endpoints
Lead MagnetDeliver lead magnets to post commenters via DM — auto-reply, connect, like, engage

LGM has zero AI agent capability.

4. n8n / Make / Zapier Templates

Pre-built workflows. Every action is an HTTP endpoint with dedup and pre-check. Impossible at the action level with LGM.

5. Eight Free Tools

Free forever, no account needed:

  • LinkedIn Search Scraper — search posts by keyword or URL → CSV
  • LinkedIn People Search — find professionals by name, title, company → CSV
  • LinkedIn Companies Search — search companies by industry, size → CSV
  • LinkedIn Jobs Search — find jobs by title, location, type → CSV
  • LinkedIn URL Search — paste any LinkedIn search URL → CSV
  • LinkedIn Likes Scraper — all likers → CSV
  • LinkedIn Comments Scraper — all commenters + text → CSV
  • LinkedIn Posts Scraper — last 5 posts from any profile → CSV

Each saves €828/year vs PhantomBuster.

Pricing comparison (verified February 2026)

La Growth Machine pricing

PlanPriceChannelsKey features
Basic€60/identity/moLinkedIn, Email250 enriched leads/mo, 3 identities max, templates
Pro€120/identity/moLinkedIn, Email, Calls400 enriched leads/mo, 6 campaigns, custom workflows
Ultimate€180/identity/moLinkedIn, Email, X, Calls1,000 enriched leads/mo, unlimited campaigns, CRM sync

Per-identity pricing. Each LinkedIn account = separate billing. A 3-person team on Pro = €360/month.

BeReach pricing

PlanPriceAPIKey features
Free€0✅ Full APIAgent-designed, limited credits
Pay As You Go€20✅ Full APINo commitment
Monthly€10/mo✅ Full APIMonthly credits
Yearly€100/yr✅ Full APIRollover, 2 months free

The math

ScenarioLa Growth MachineBeReach
1 identity, LinkedIn€60/mo (Basic)€10/mo (6x cheaper)
3-person team, Pro€360/mo€30/mo (12x cheaper)
Annual solo (Pro)€1,440/year€100/year (14x cheaper)
API access❌ None✅ All plans, even free
Free tools✅ 8 free tools
AI agent skill✅ Free + sub-skills

Feature comparison

FeatureBeReachLa Growth Machine
Full REST API✅ All plans, even free❌ No LinkedIn action API
Agent-designed API✅ Dedup, rate limits, safety, structured data
Agentic control layer✅ Dashboard, feedback, guardrails
AI agent skill✅ OpenClaw + sub-skills
Campaign pre-check/campaigns/filter
Post engagement scraping✅ Core feature
Signal-based outreach✅ 60-70% acceptance❌ Cold lists (15-25%)
8 free tools
Search (people/companies/jobs/posts)
Inbox management
Invitation handling
Post publishing
Account management
Company visits
LinkedIn connections✅ API + Chrome + weekly dedup✅ In sequences
LinkedIn messages✅ API + campaign dedup✅ In sequences
Like / comment / reply✅ API endpoints (6 reaction types)
Email sequences✅ Core feature
X (Twitter) outreach✅ Ultimate plan
Cold calling✅ Pro+ plans
Lead enrichment✅ Waterfall (9 providers)
CRM syncVia API/webhooks✅ HubSpot, Pipedrive
OOO detection
AI copywritingVia AI agent✅ Built-in
Visual sequence builderVia n8n/AI agent✅ Drag-and-drop
n8n/Make templates✅ Action-levelCampaign triggers only
Smart rate limiting✅ Auto, account-type aware✅ Managed by LGM
Pay-as-you-go
Free plan✅ (full API)❌ (14-day trial)

Detailed comparison by category

Lead sourcing

LGM imports leads from LinkedIn search, Sales Navigator, or CSV. Then enriches with waterfall email finding (9 email providers + 2 verification tools). Solid enrichment — but the leads themselves are cold. No timing signal, no engagement context.

BeReach sources leads from post engagement: who liked, commented, shared a relevant post. Warm leads with timing signals → 60-70% acceptance. The API enables fully automated pipelines: monitor posts → scrape engagement → score leads → outreach.

Bottom line: LGM has better enrichment. BeReach has warmer leads. For LinkedIn outreach, warm signals beat enriched cold lists.

Outreach execution

LGM excels at multichannel sequences: LinkedIn → email → X → call, with smart delays, OOO detection, and AI copywriting. A polished human-driven sequence builder.

BeReach gives you raw LinkedIn action execution via API:

  • Chrome extension: Visual, no code
  • n8n/Make: Custom sequences with any logic
  • AI agent (OpenClaw): Autonomous per-prospect decisions
  • Custom code: Build anything

Signal-based outreach gets 60-70% vs LGM's 15-25% cold acceptance.

Bottom line: LGM for polished multichannel sequences. BeReach for AI-native LinkedIn with better acceptance rates.

AI agent capabilities

LGM: Zero AI agent integration for LinkedIn actions. They have AI copywriting in their dashboard, but no external agent can control LinkedIn through LGM.

BeReach: Purpose-built for AI agents. Agent-designed API with dedup, rate limits, safety. OpenClaw skill + sub-skills. Agentic control layer for visibility and feedback.

Bottom line: LGM can't participate in the AI agent era. BeReach is built for it.

Multichannel

LGM genuinely excels here: LinkedIn + email + X + calls in one workflow. Waterfall enrichment finds emails. CRM sync keeps everything connected. If you need true multichannel outreach, LGM delivers.

BeReach is LinkedIn-only by design. That focus enables AI-native infrastructure, signal-based outreach, and 60-70% acceptance — things a multichannel dashboard can't optimize for.

Bottom line: LGM for multichannel. BeReach for maximum LinkedIn ROI.

When to choose La Growth Machine

  1. You need multichannel — LinkedIn + email + X + calls in one tool
  2. Email enrichment matters — Waterfall finding with 9 providers
  3. You want CRM sync — HubSpot, Pipedrive native integration
  4. You prefer visual sequences — Drag-and-drop workflow builder
  5. Your team doesn't build — Everything through the dashboard

When to choose BeReach

  1. You want an API — Build with AI agents, n8n, or custom code
  2. You're using AI agents — Agent-designed API, OpenClaw skill, sub-skills
  3. You want warm leads — Post engagement signals, 60-70% acceptance
  4. Budget matters — €10/mo vs €60-180/identity/mo (6-18x cheaper)
  5. LinkedIn is your primary channel — Maximum ROI per action
  6. You want free tools — 8 free tools, AI skill, n8n templates
  7. You want open infrastructure — Not locked into one vendor's dashboard

Summary table

CriteriaBeReachLa Growth Machine
What it isAI-native unofficial LinkedIn APIMultichannel outreach SaaS
ArchitectureOpen agent-designed REST APIClosed sequence dashboard
Best forAI agents, automation builders, LinkedIn-firstMultichannel teams, email + LinkedIn + calls
API access✅ All plans, even free❌ No LinkedIn action API
Agent-designed API
Agentic control layer
AI agent skill✅ + sub-skills
Post scraping
Email sequences
X + Calls
CRM syncVia API✅ Native
LinkedIn acceptance60-70% (warm)15-25% (cold)
Starting price€0 (free with API)€60/identity/mo

Conclusion

La Growth Machine is a solid multichannel outreach SaaS for teams that need LinkedIn + email + X + calls in one dashboard. The waterfall enrichment and CRM sync are genuinely useful. But it's a closed system — no API, no AI agents, no post scraping — at €60-180 per identity per month.

BeReach is the AI-native unofficial LinkedIn API — open infrastructure for the autonomous outreach era. Agent-designed API with built-in dedup, rate limiting, safety. Autonomous AI agents with sub-skills. Post engagement scraping for warm signals. 60-70% acceptance. Full API on every plan, even free. €10/month.

If you need multichannel sequences, use La Growth Machine. If you need the AI-native LinkedIn API that powers autonomous agents and gets 3x better acceptance rates, use BeReach at 6-18x less cost.

FAQ

Is BeReach a La Growth Machine alternative?

For LinkedIn outreach, yes — and dramatically cheaper (€10/mo vs €60-180/identity). BeReach offers API access, AI agent integration, post engagement scraping, and 60-70% warm acceptance. LGM offers multichannel (email + X + calls) and lead enrichment that BeReach doesn't.

Does La Growth Machine have an API?

LGM has some API/integration capabilities for campaign management and CRM sync, but no API for individual LinkedIn actions. You can't programmatically visit profiles, send connections, or message through LGM. BeReach provides full REST API for every LinkedIn action on all plans including free.

Can AI agents use La Growth Machine?

No. LGM has no API for individual LinkedIn actions, so no AI agent can autonomously control LinkedIn through it. BeReach's agent-designed API + OpenClaw skill + sub-skills give agents full autonomous LinkedIn control.

Which has better LinkedIn acceptance rates?

BeReach: 60-70% (warm signal-based outreach). La Growth Machine: 15-25% (cold multichannel sequences). BeReach's engagement signals and contextual messaging make the difference.

Is BeReach cheaper than La Growth Machine?

Yes, 6-18x cheaper. BeReach: €10/mo with full API. LGM Basic: €60/identity/mo. LGM Pro: €120/identity/mo. A 3-person team on LGM Pro costs €360/mo vs €30/mo on BeReach.

Does La Growth Machine scrape LinkedIn post engagement?

No. LGM imports leads from LinkedIn search, Sales Navigator, or CSV — all cold sources. BeReach scrapes post engagement (likes, comments, shares) as a core feature for warm lead signals.

Can I use both?

Yes. BeReach for LinkedIn warm outreach (signal-based, 60-70% acceptance, AI agents). LGM for multichannel follow-up (email sequences, X, calls, CRM sync). Combined: warm LinkedIn signal → multichannel follow-up.