AI Lab · Multiple models · Templates · Bulk generation

Build AI Variables for Hyper-Personalized Outreach

Create AI-powered dynamic variables that generate unique personalization for each lead using their profile data — titles, industries, company context, and more. Scale what used to take hours into seconds.

AI-powered · Test before sending · Bulk-ready

AI Lab Testing: icebreaker variable
GPT-4o Claude
Lead Company {{icebreaker}}
Nina Schulz Personio "Saw Personio just expanded into the UK — congrats on the growth. Curious how you're scaling the SDR team to match..."
Raj Mehta Razorpay "Your recent move to Head of Revenue caught my eye — new leaders often rethink the outbound stack..."
Clara Dubois Contentsquare generating...
2 / 3 generated

Personalization that actually scales

Define variables like {{icebreaker}} or {{pain_point}}, test them in the AI lab, and use them across thousands of leads — for example, generating a unique opening line for every contact in a campaign.

Testing lab

Test your AI variable against sample leads before deploying. See exactly what the output looks like for real profiles.

Multiple AI models

Choose from GPT-4o, Claude, and other models. Pick the one that produces the best tone and accuracy for your use case.

Reliability modes

Set fallback rules and quality thresholds. If the AI output doesn't meet your bar, Scrupp flags it for manual review.

Variable highlighting

See which parts of your email are AI-generated with inline highlighting. Review and edit before sending.

Template library

Start from proven prompts for icebreakers, pain points, compliments, and CTAs — or build your own from scratch. Save and reuse templates across campaigns.

Bulk generation

Generate personalized variables for thousands of leads in one run. Scrupp processes them in parallel so your campaign launches faster.

How do AI variables work?

Three steps from prompt to personalized outreach at scale.

  1. 1
    Define your variable
    Write a prompt for what you want — an icebreaker, a pain-point hypothesis, a compliment, or any custom field.
  2. 2
    Test with sample leads in the AI lab
    Preview output for real leads. Tweak the prompt, switch models, and adjust tone until it's right.
  3. 3
    Use in campaigns for personalized outreach
    Generate the variable for your full lead list and plug it into your email sequences or CRM workflows.
Compliance & good practice

AI-generated content should be reviewed before sending. Scrupp provides highlighting and quality flags to help your team maintain a human touch at scale.

Example AI variable prompts

Start with these templates or write your own — the AI uses each lead's enriched profile data to generate unique output.

{{icebreaker}}
1-sentence opener based on role + company
{{pain_point}}
Hypothesis about their biggest challenge
{{compliment}}
Genuine observation about their work
{{cta_line}}
Tailored call-to-action based on seniority

FAQ

Common questions about AI variables and personalization.

What data does the AI use to personalize?

The AI uses each lead's enriched profile data — job title, company name, industry, location, seniority, recent activity, and any custom fields you've added.

Which AI models are available?

Scrupp supports GPT-4o, Claude, and other leading models. You can switch between models in the AI lab to compare output quality and pick the best fit for your tone.

Can I test variables before using them in a campaign?

Yes — the AI lab lets you test any variable against sample leads from your dataset. Preview output, tweak prompts, and iterate before committing to a bulk run.

What happens if the AI output is low quality?

Scrupp includes reliability modes with quality thresholds. If a generated variable falls below your confidence bar, it is flagged for manual review instead of being sent automatically.

How many leads can I generate variables for at once?

Scrupp processes variables in parallel, so you can generate personalized output for thousands of leads in a single run. There is no hard limit on list size.

More outreach tools

Personalize every email. At scale.

Build AI variables that write unique icebreakers, pain points, and CTAs for every lead in your list — then test in the lab before you send.

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2M+
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65%
avg email find rate