AI and assistants

AI prompt library for sales outreach

Copy-paste AI prompts for sales: workspace AI instructions, sequence generation, personalized first lines, step rewrites, SalesGPT, Claude and ChatGPT.

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Ready-to-use prompts for every AI feature in Prosyo: workspace AI instructions, sequence generation, personalized lines, step rewrites, SalesGPT, and Claude or ChatGPT. Copy, fill in the brackets, and go.

1. Workspace AI instructions#

Paste into Settings → Workspace → Outreach / AI instructions. Every AI draft follows these rules.

Template

Text
We sell: [product, one line].
Customers: [ICP, one line].
Proof: [a result, a customer count or a well-known customer].
Tone: [e.g., friendly, direct, peer-to-peer]. Short sentences.
Never: [phrases to avoid, e.g., "I hope this finds you well", emojis, hype words].
LinkedIn invites: under 200 characters, no pitch.
LinkedIn messages: under 60 words, end with a question.
Emails: under 120 words, plain text, one call to action.
Always use the prospect's company or role when it's available.

Example: agency

Text
We sell: done-for-you paid social for D2C e-commerce brands.
Customers: founders and marketing heads at $2M–$20M revenue brands.
Proof: average 38% lower CAC in 90 days across 40+ brands.
Tone: confident, casual, no jargon.
Never: "synergy", "leverage", fake urgency, emojis.
LinkedIn messages: under 50 words, end with a question.

2. Generate a whole sequence#

Use in Campaigns → New campaign → Generate with AI. See one-click campaigns and AI.

Formula

Text
Book [meeting type] with [titles] at [company type, size, region].
Their pain: [problem]. We help by [offer].
Channels: [LinkedIn only / LinkedIn then email].
[N] steps over [N] weeks. Tone: [tone]. Call to action: [CTA].

Examples

Book 20-minute demos with VPs of Sales at 50–500 person fintechs in the US. Their pain: SDRs spend half their day researching. We automate research and first lines. LinkedIn then email, 5 steps over 3 weeks. Direct and friendly. CTA: a short demo.

Invite heads of HR at 200+ person companies in the UK to our webinar on retention. LinkedIn only: visit, connect, invite message, one reminder. Warm and helpful. CTA: register.

Re-engage past trial users who didn't convert. Email first, then LinkedIn. Mention we've shipped [feature]. 3 steps, very short, give an easy out.

3. Personalized first lines#

Use in Prospects → Enrich with AI → Write personalized line → extra prompt. The result goes into {{personalized_message}}.

GoalPrompt
Role-basedOne sentence connecting their current role to [problem]. Under 20 words. No flattery.
New jobCongratulate them on their current role at their company in one natural sentence. Under 18 words.
Company-basedOne sentence about something specific their company does, linked to [our offer]. Under 20 words.
Peer toneWrite like a peer who works in the same industry. One sentence, casual, no compliments.
Local businessMention their city or region naturally in one sentence about [service]. Under 20 words.

4. Improve a step#

Paste your draft into a step and click Improve with AI. Before you click, add a one-line note at the top of the step telling AI what to change. Delete the note after rewriting.

  • Make this shorter and end with a question.
  • Remove the pitch. Lead with a question about their team.
  • Rewrite for a founder audience. Less formal.
  • Add one line of social proof about [customer/result].

5. AI post comments#

For Comment on recent post steps with Generate by AI, add guidance in the step body:

Text
Add a thoughtful, specific reaction to their post in 1–2 sentences.
Agree or add one insight from [our field]. No selling, no links, no emojis.

6. SalesGPT questions#

Press Ctrl+K / ⌘K. See SalesGPT.

  • Which campaign had the best reply rate in the last 14 days?
  • List prospects who replied positively but are still in Replied.
  • What are the top 3 objections in replies this month?
  • Which job titles accept invites most often?
  • Summarize every reply from the Hiring-signal campaign this week.

7. Claude and ChatGPT prompts#

Once Claude or ChatGPT is connected:

  • Give me a Monday briefing: running campaigns, replies since Friday, and anything that needs attention.
  • Create a 4-step LinkedIn sequence for CTOs at seed-stage startups in Germany, then preview it with a real prospect.
  • Find everyone who asked about pricing this week and draft a reply to each with my calendar link. Don't send.
  • Pause any campaign with a reply rate under 2%.
  • Enroll my "Webinar – attended" list in the attendee follow-up campaign. (You'll be asked to confirm.)

More in What you can ask Claude and ChatGPT.

Prompt tips#

  • Be specific about the audience, the pain and the outcome.
  • Give constraints: word count, tone, and what to avoid.
  • Show an example of a message you like.
  • Always review AI output before launch, and preview with a real prospect.

Each AI action uses 1 credit. See AI credits.