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Home › Use cases › Find clients on LinkedIn › Prospect on LinkedIn without getting restricted

🎯 Prospect on LinkedIn without getting restricted

Find the right decision-makers on LinkedIn, start conversations and track them without prohibited automation.

Provisional ranking - No verified reviews yet. Provisional editorial order, pending reviews and agent tests. No score is shown until there is data.
2BBreakcoldTo be verified (pricing page not machi…#21LSLinkedIn Sales NavigatorCore $119.99/month per license ($1,079…#13KKondoTo be verified (pricing page not machi…#3
  1. 1LS
    LinkedIn Sales Navigator ✓ Compliant

    LinkedIn's official prospecting tool.

    Price : Core $119.99/month per license ($1,079.88/year); Advanced $159.99/month per license ($1,799.88/year) [Source, 2026-10-20], 0 verified reviews - provisional ranking.

  2. 2B
    Breakcold ✓ Compliant

    CRM for salespeople selling via email, calls, LinkedIn, Telegram and WhatsApp, with a pipeline and follow-ups.

    Price : To be verified (pricing page not machine-readable) (unverified), 0 verified reviews - provisional ranking.

  3. 3K
    Kondo ✓ Compliant

    Inbox for LinkedIn messages: labels, keyboard shortcuts, reminders and saved replies.

    Price : To be verified (pricing page not machine-readable) (unverified), 0 verified reviews - provisional ranking.

  4. 4EA
    Engage AI ✓ Compliant

    Extension that suggests AI-written LinkedIn comments and tracks prospects to engage with.

    Price : To be verified (automatic reading was inconclusive) [Source, 2026-10-22], 0 verified reviews - provisional ranking.

  5. 5K
    Kanbox ⚠ Grey area

    LinkedIn prospecting tool: inbox organised as a pipeline, lead tracking and automated campaigns.

    Price : To be verified (automatic reading was inconclusive) [Source, 2026-10-22], 0 verified reviews - provisional ranking.

21 relevant tools for this use case, 5 ranked (provisional), 8 general AI, 8 specialised, 4 with a free plan

General-purpose AI: how to use them here 8

Research a prospect, write a personalised connection request and first message, prepare useful comments. You send and post yourself: no automation on LinkedIn.

Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
C

ChatGPT

✓ Compliant

All-rounder: writing, web search, image generation, custom GPTs, file analysis.

For this use case : Prepare short follow-up variants to send yourself.

Prompt for ChatGPT
Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
To be verified (pricing page not machine-reada…
C

Claude

✓ Compliant

Strong at nuanced long-form writing, document analysis, artifacts (mini pages, HTML tools) and MCP connectors to drive other tools.

For this use case : Paste the prospect's profile and 3 posts to find a personal angle.

Prompt for Claude
Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
Free; Pro $17/month billed annually ($20 bille…
G

Gemini

✓ Compliant

Built into Google (Docs, Gmail, YouTube); accepts videos and YouTube links to analyse them.

Prompt for Gemini
[Attach your video, file or paste the YouTube link if relevant.] Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
To be verified (pricing page not machine-reada…
G

Grok

✓ Compliant

Real-time access to X posts: ideal to spot trends and conversations.

Prompt for Grok
Based on recent X posts in my niche: Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
To be verified (pricing page not machine-reada…
P

Perplexity

✓ Compliant

Web research with cited sources: ideal to fact-check and study a market.

For this use case : Gather recent news about the prospect's company, with sources.

Prompt for Perplexity
Research with cited sources, then: Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
To be verified (pricing page not machine-reada…
MC

Microsoft Copilot

✓ Compliant

Built into Windows, Edge and Microsoft 365 (Word, Excel, PowerPoint depending on plan).

Prompt for Microsoft Copilot
Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
To be verified (pricing page not machine-reada…
ML

Mistral Le Chat

✓ Compliant

Mistral AI's French assistant, fluent in French, with web search.

Prompt for Mistral Le Chat
Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
Free; Pro $14.99/month; Team $24.99/user/month…
D

DeepSeek

✓ Compliant

Free, solid reasoning; avoid for sensitive client data.

Prompt for DeepSeek
Here are a prospect's profile and a recent post: [paste]. My offer: [offer]. Write a useful comment on their post, a connection request of 250 characters max and a 60-word first message with no pitch.
To be verified (pricing page not machine-reada…

Specialised tools 8

Unranked, alphabetical. They will enter the ranking with verified reviews.

D

Dex

CRM & productivity

Personal CRM to keep in touch with your network, with reminders and LinkedIn sync.

To be verified (automatic reading was inconclu…⚠ Grey area
E

Emelia

ProspectingFR

B2B prospecting tool: cold email, LinkedIn steps, email finding and warm-up.

From $31/month billed annually ($37 billed mon…⚠ Grey area
E

Evaboot

ProspectingEE

Chrome extension that exports Sales Navigator lists and finds prospects' verified emails.

From $9/month⚠ Grey area
H

Hublead

CRM & productivityFR

Extension that sends LinkedIn contacts to HubSpot or Salesforce in one click, with emails, phone numbers and messages.

From $32/month per seat billed annually ($40 b…⚠ Grey area
L

Lix

ProspectingGB

Structured people and company data for prospecting, enrichment and research.

To be verified (pricing page not machine-reada…⚠ Grey area
NC

NetHunt CRM

CRM & productivityUS

CRM integrated with Gmail and LinkedIn, with automations and AI.

From $24/month per user billed annually ($30 b…✓ Compliant
S

Surfe

CRM & productivityFR

Extension that adds LinkedIn contacts to your CRM, finds emails and phone numbers and syncs conversations.

Free; paid from €29/month per user billed annu…⚠ Grey area
W

Wiza

Prospecting

Extension that turns LinkedIn and Sales Navigator searches into lists of verified emails and phone numbers.

Free; paid from $49/month per user⚠ Grey area

Free options 4

C Claude Free; Pro $17/month billed annually ($…ML Mistral Le Chat Free; Pro $14.99/month; Team $24.99/us…S Surfe Free; paid from €29/month per user bil…W Wiza Free; paid from $49/month per user

Budget picks

Free

C Claude

Free; Pro $17/month billed annually ($20 billed monthly); Max from $100/month

Small budget

B Breakcold

To be verified (pricing page not machine-readable)

Pro

LS LinkedIn Sales Navigator

Core $119.99/month per license ($1,079.88/year); Advanced $159.99/month per license ($1,799.88/year)

Ready-to-use prompt

Here is a prospect's profile: [paste their role, company and a recent post]. My offer: [offer]. Write a useful comment on their post, then a connection request of 250 characters max and a 60-word first message with no pitch, which I'll send myself.

ToS pitfalls

Write a review

FAQ

What is the best AI tool for prospect on LinkedIn without getting restricted?

There are no verified reviews yet, so this ranking is provisional (editorial order). Current shortlist: LinkedIn Sales Navigator, Breakcold, Kondo, Engage AI, Kanbox. See the methodology for how reviews will rank them.

Is there a free option?

Our free pick is Claude (Free; Pro $17/month billed annually ($20 billed monthly); Max from $100/month).

Which tools break Instagram/LinkedIn rules for this use case?

No automated invitations, messages or profile visits (LinkedIn §8.2). Extensions that extract profiles (scraping) are prohibited by LinkedIn: our grey area badges flag them. Sales Navigator is the official tool to search and track prospects.

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