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🎯 Prospect on LinkedIn without getting restricted
Find the right decision-makers on LinkedIn, start conversations and track them without prohibited automation.
- 1
LS
LinkedIn Sales Navigator ✓ CompliantLinkedIn'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
B
Breakcold ✓ CompliantCRM 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
K
Kondo ✓ CompliantInbox 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
EA
Engage AI ✓ CompliantExtension 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
K
Kanbox ⚠ Grey areaLinkedIn 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.
ChatGPT
✓ CompliantAll-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.
Claude
✓ CompliantStrong 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.
Gemini
✓ CompliantBuilt 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.
Grok
✓ CompliantReal-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.
Perplexity
✓ CompliantWeb 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.
Microsoft Copilot
✓ CompliantBuilt 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.
Mistral Le Chat
✓ CompliantMistral 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.
DeepSeek
✓ CompliantFree, 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.
Specialised tools 8
Unranked, alphabetical. They will enter the ranking with verified reviews.
Dex
CRM & productivityPersonal CRM to keep in touch with your network, with reminders and LinkedIn sync.
Emelia
ProspectingFRB2B prospecting tool: cold email, LinkedIn steps, email finding and warm-up.
Evaboot
ProspectingEEChrome extension that exports Sales Navigator lists and finds prospects' verified emails.
Hublead
CRM & productivityFRExtension that sends LinkedIn contacts to HubSpot or Salesforce in one click, with emails, phone numbers and messages.
Lix
ProspectingGBStructured people and company data for prospecting, enrichment and research.
NetHunt CRM
CRM & productivityUSCRM integrated with Gmail and LinkedIn, with automations and AI.
Surfe
CRM & productivityFRExtension that adds LinkedIn contacts to your CRM, finds emails and phone numbers and syncs conversations.
Wiza
ProspectingExtension that turns LinkedIn and Sales Navigator searches into lists of verified emails and phone numbers.
Free options 4
Budget picks
C Claude
Free; Pro $17/month billed annually ($20 billed monthly); Max from $100/month
B Breakcold
To be verified (pricing page not machine-readable)
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
- 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.
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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