LinkedIn Lead & AI Outreach Message Generator

Generate personalized LinkedIn outreach messages, follow-ups, email versions, pain-point angles, and lead scores from B2B prospect data. Turn simple lead details into reply-focused outreach sequences without scraping or automating LinkedIn.

This Actor is a LinkedIn outreach generator and LinkedIn message generator built for compliant B2B lead outreach. It helps teams turn lead notes, pasted CSVs, public company details, and LinkedIn-style profile data into personalized outreach messages, a follow-up message generator flow, and a sales outreach sequence that is easy to review before sending. If you need an AI sales message generator or LinkedIn prospecting tool for freelancers, agencies, recruiters, consultants, and SaaS teams, this Actor focuses on qualification, messaging quality, and practical prioritization instead of risky automation.

What this Actor does

• Accepts single leads, arrays of leads, or pasted CSV text.
• Normalizes and deduplicates lead data.
• Scores lead quality, decision-maker likelihood, personalization strength, reply probability, and overall priority.
• Generates likely pain-point angles based on the lead, offer, and company context.
• Creates a full message set:
  • LinkedIn connection request
  • First message
  • Follow-up 1
  • Follow-up 2
  • Soft breakup message
  • Email subject
  • Email version
  • DM version
• Builds a simple 4-step outreach sequence for Day 0, Day 1, Day 3, and Day 7.
• Adds objection handling suggestions and a final outreach strategy report.
• Works without AI keys using rule-based templates, and can optionally improve wording with OPENAI_API_KEY or GEMINI_API_KEY.

Who it is for

• B2B lead generation agencies
• LinkedIn outreach freelancers
• SEO agencies
• Web design agencies
• Recruiters
• SaaS sales teams
• Consultants
• Upwork freelancers doing outreach

Use cases

• Prioritize founder and decision-maker leads before outreach.
• Turn messy lead spreadsheets into outreach-ready records.
• Generate short, human LinkedIn messages for SaaS, agency, recruiting, and consulting offers.
• Create email versions from the same lead context.
• Produce follow-up sequences that stay pain-point focused instead of sounding generic.
• Give junior SDRs or freelancers a review-ready draft to personalize before sending.

Input

The Actor accepts:

• leads: array of lead objects
• csvText: pasted CSV text
• offerOrService
• targetAudience
• messageGoal
• messageStyle
• tone
• language
• includeEmailVersion
• includeObjectionHandling
• includeSequence
• includeLeadScoring
• maxLeads
• exportFormat

Lead objects can include:

• name
• jobTitle
• companyName
• industry
• location
• linkedinProfileUrl
• companyUrl
• website
• companyDescription
• recentPostText
• painPoint
• offerOrService

Output

Billable dataset rows contain outreach-ready lead records with:

• Lead details
• Pain angles
• Lead and reply scoring
• LinkedIn message assets
• Email assets
• Outreach sequence
• Objection handling
• CTA recommendation
• Compliance note

The Actor also saves OUTPUT.json with:

• Summary stats
• Top leads
• Best messages
• Outreach strategy recommendations
• Limitations

Message generation

Messages are built to stay:

• Short
• Human
• Specific
• Pain-point focused
• Permission-based
• Under the required character limits

Supported styles:

• soft
• direct
• consultative
• founder_style
• agency_style
• recruiter_style

Character limits enforced:

• Connection request: <= 280
• First message: <= 600
• Follow-ups: <= 500
• Email version: <= 120 words

Lead scoring

The Actor scores each lead using:

• Decision-maker title signals
• Industry fit
• Pain signal clarity
• Company description presence
• Website presence
• Location presence
• Recent post or contextual signal presence

It also estimates:

• leadQualityScore
• decisionMakerScore
• personalizationScore
• replyProbabilityScore
• priorityScore

Compliance notes

This Actor does not send messages, automate LinkedIn, or bypass LinkedIn protections. Users must review and send messages manually or through compliant workflows.

This Actor is not positioned as a scraper, LinkedIn bot, inbox automation tool, or spam tool. It is a lead qualification and personalized outreach generation engine.

Billing notes

Only outreach-ready lead/message rows are written as billable dataset results. Summaries and strategy reports are saved to OUTPUT.json.

Recommended launch pricing:

• $0.01 per outreach-ready lead/message row
• $0.00005 actor start fee

Suggested post-validation pricing:

• $0.02 per generated sequence

Limitations

• The Actor does not log into LinkedIn.
• The Actor does not scrape private LinkedIn data.
• The Actor does not automate sending or follow-up delivery.
• The quality of personalization depends on the quality of the lead data provided.
• Optional AI enhancement is best-effort only and never replaces the rule-based fallback.

FAQ

Does this Actor scrape LinkedIn?

No. It only processes user-provided lead data, pasted CSVs, manual inputs, and public context the user already provides.

Does it send connection requests or DMs?

No. It generates messages and recommendations only.

Do I need an AI API key?

No. The Actor works without AI keys using rule-based templates. If OPENAI_API_KEY or GEMINI_API_KEY is available, the Actor can refine wording without blocking the run.

What dataset rows are billable?

Only high-value outreach rows are pushed to the dataset. Summary-only information is written to OUTPUT.json instead of the dataset.

What should the Store thumbnail say?

Suggested thumbnail copy:

• LINKEDIN OUTREACH
• AI MESSAGES
• Lead -> Message -> Reply