Content Creation

AI Agent That Automates Campaigns From Onboarding Form

Built for Sales & Marketing teams

Do you spend days crafting cold outreach emails, defining target lists, and tweaking messaging by hand? Is it a struggle to maintain a consistent tone and get campaigns out quickly without cutting corners?

This workflow takes a simple onboarding form and turns it into a complete cold email campaign plan in minutes. It reads your key inputs (like your company, offer, ideal customer profile, and desired tone), then automatically generates a tailored outreach strategy, precise targeting filters, and a multi-step email sequence.

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Graphic showing a smiling man with laptop surrounded by floating heart icons, with text “95% less time wasted” and “$1k+ savings per month.

What to Expect

An automated flow transforms each form submission into a ready-to-run campaign outline. 

Fill in the form with details about your product, target audience, and any messaging guidelines, and the AI agent does the rest. It produces a concise strategy summary in Markdown, a set of audience filters (for tools like Apollo) to find the right prospects, and a sequenced email campaign (2–5 touchpoints) complete with subject lines and body text – all aligned to your specified tone and constraints.

n8n workflow

Each run kicks off as soon as the onboarding form is submitted. The workflow composes a structured prompt with your input and best-practice guidelines, then calls an OpenAI GPT-4 model to generate the content. In seconds, you get back a full campaign: the high-level strategy, recommended targeting criteria, and a series of outreach emails with timing. 

The system writes these results into a Google Sheet (with a unique campaign ID and timestamp) and marks the campaign as “for approval”. Everything happens behind the scenes – no manual copy-pasting or editing required until you’re ready to review.

The old way?
Done manually.

Here’s what the old process looked like:
Start from a blank doc; rewrite every campaign.
Research targeting by hand; copy between tools.
Draft and revise each email; wait on approvals.
Juggle docs and spreadsheets; lose time and momentum.
You poured time into planning and writing instead of engaging prospects, and opportunities slipped through during the delay.

The new way?
Fully automated.

With this automation, the entire process gets handled for you:
Form submission triggers strategy, filters, and sequence.
Output is brand-safe, validated, and de-duplicated.
Everything logs to Google Sheets for review/approval.
You tweak, then launch—no busywork in between.
Your campaigns go out faster, messaging stays consistent and on-brand, and you’re no longer bogged down in the prep work.

More Output, Less Effort

Schedule a free audit and let no-code simplify the way you work.

How the Automation Comes Together

A webhook catches each onboarding form submission and triggers the flow. A Code node assembles your inputs with SOP rules and a strict JSON schema, then sends a single prompt to OpenAI GPT 4 to produce the strategy, audience filters, and a 2–5 step sequence. Tone, constraints, and sensible defaults are enforced so the output is on brand and ready to review.

A second Code node validates the model’s JSON, normalizes fields like delay_days, and confirms the minimum steps. The results are written to Google Sheets as a new row with a unique campaign_id, timestamp, original inputs, and the strategy_md, apollo_filters_json, and sequence_json, marked for approval. From there your team reviews, applies the filters in your prospecting tool, and moves the sequence into your sending platform.
gif process flow
AI Agent toolkit

Tools used to build this AI agent

n8n

Orchestrates the run: webhook trigger, prompt build, model call, validation, and write-to-sheet with basic retries.

OpenAI

Generates three outputs in one shot: strategy_md, apollo_filters, and sequence, following tone and constraint rules.

Google Sheets

Acts as the campaign database: stores campaign_id, inputs, strategy, filters, sequence, timestamps, and status (“for approval”).

What You'll Gain

90% less manual campaign drafting

No more writing outreach emails from a blank page or spending hours deciding who to target – the heavy lifting is done for you.

Consistent, on-brand messaging

The AI follows your tone and guidelines every time. That means each campaign’s emails sound like your company, with compliance checks baked in.

Faster go-to-market for outreach

Campaigns that might have taken weeks to plan can be ready in a day.

Sharper targeting with AI insights

The recommended filters give you a data-backed starting point for prospecting.

Launch campaigns in minutes, not weeks

Just spend a few minutes filling out the form – the system handles the rest.

What We Actually Tell the AI

This is the exact prompt we send to GPT-4o. It takes the raw form inputs and turns them into clear, natural messages your team would be comfortable sending.

Screenshot of an AI blog writer prompt interface showing labeled sections for instruction prompting, variable injection, and style/tone guidance, with a sample prompt to convert Reddit threads into structured blog posts.
Content Creation Prompt

Zero-shot Prompting → A single SYSTEM message sets the rules: return JSON only, no markdown or code fences, be specific and non-spammy, follow tone and constraints.

Input Referencing → Read the CLIENT INPUT (JSON) verbatim; honor fields like Tone and Constraints; if something’s missing, choose sensible defaults without stalling.

Structured Output Constraints → The TASK block forces exactly three artifacts—“strategy_md”, “apollo_filters”, and “sequence” (2–5 steps with subject, body, delay_days)—and adds content rules (avoid spam terms, use {{company}}/{{first_name}} naturally).

Schema-Constrained Output → The IMPORTANT block requires one JSON object that validates against the provided JSON Schema (correct types, required fields, no extras), with no narrative text outside the JSON.

Cost Comparison with AI Agents

Here’s a quick overview to help assess monthly costs and workload volume for ongoing operations.
vs
AI Agent for Cold Email Campaigns
Ranges from ~$50 to $150 per month in operational costs, including OpenAI usage and any automation platform fees.
Capable of producing content for dozens of campaigns per month – even 5–10 full campaign sequences per day if needed – without tiring or slowing down.
Manual Campaign Creation
Can range from $1,500 to $5,000+ per month in labor or agency costs, factoring in the time for strategy, copywriting, and coordination.
Typically limited to a handful of new campaigns per month, since each campaign’s planning, writing, and approval cycle takes significant time and effort.
We automate, you accelerate

We'll handle the tech so you don't have to.

You don’t need to set up or learn how automation works.
Our AI agents are built to run fully hands-off, like a clone that handles the repetitive tasks for you.

Need something custom? We’ll handle it all including:

What is prompt writing and optimization?

It is the process of crafting and refining instructions for AI so it understands the task, delivers accurate results, and formats the output exactly how you need it.
What we do exactly?
Understand your context and use case
Help optimize and rewrite your prompts
Test and refine outputs until it’s working perfectly

What is automation flow design and testing?

This is where we map out how your AI agent behaves: when it runs, what it checks, how it reacts, and what to do if something fails. We don’t just build it. We test it end to end.
What we do exactly?
Design the full logic and decision tree
Add fallback steps for edge cases
Run multiple rounds of testing before launch

What are tool integrations?

We connect your AI agent to the tools you already use. Email, spreadsheets, CRMs, databases, APIs, and more. Everything stays in sync without you needing to copy and paste a thing.
What we do exactly?
Identify which tools your agent needs to talk to
Set up reliable two-way connections
Ensure smooth data flow across systems

What is delivery setup?

Delivery setup means we make sure your AI’s output gets exactly where you need it. Whether that's your inbox, a Google Sheet, your Slack channel, or a CRM.
What we do exactly?
Configure where and how outputs get delivered
Format results so they’re ready to use
Schedule timing or triggers for delivery

What is ongoing maintenance and updates?

AI agents aren't set and forget. We handle updates to prompts, workflows, and integrations so your system keeps working as your needs change.
What we do exactly?
Monitor performance and catch issues early
Update logic, prompts, or tools as needed
Keep everything running behind the scenes

Let us handle it for you.

Just send us an email and tell us the task that is wasting your time and we’ll design the agent and run it in the background.

Or, enter your email and we'll send you how to get started.

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Frequently asked questions

We’ve covered the usual questions. Got a unique one? Send us an email

Will the emails sound generic or automated?

No. The agent uses the specifics you provide – your product, value proposition, target roles, etc. – to craft emails that feel personal and relevant. It avoids spammy clichés and writes in a natural style (following the tone you set), so prospects won’t feel a robot wrote them.

Does the agent send emails to prospects automatically?

No. It generates the content and plan for you, but you or your team will handle the actual sending. You stay in control of who gets contacted and when. The idea is to save you time on preparation, not to contact leads without your oversight.

What if some input is missing or I’m unsure about a field?

It’s designed to handle that. If you leave something blank or don’t have a strict preference, the AI will use sensible defaults based on best practices. You’ll still get a complete strategy and sequence. Of course, the more details you provide, the more tailored the output – but the system won’t break if something is left out.

Built to be Cloned

This cold email campaign automation is ready to use and easy to adapt. You can tweak the prompt instructions (to enforce your brand’s style or messaging nuances), adjust the default settings (like number of emails or delays), and plug in your own data sources.

If you’re tired of starting every outreach campaign from scratch, waiting on content, or guessing your targeting, this gives you a better way forward—with just a few clicks and in a fraction of the time.

The system is already built. Copy it, make it yours, and start launching effective cold email campaigns with less effort and more confidence in the results.

Need help getting it live? Just ask. Fill the form or Send us an email

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{ "automation_name": "AI Agent for Reddit-to-Blog Article Conversion", "type": "AI-Powered Content Automation", "tech_stack": ["n8n", "Google Sheets", "OpenAI", "Google Drive"], "data_sources": ["Reddit threads", "Finance subreddits", "Google Drive", "Google Sheets"], "output_format": ["Blog article drafts", "SEO-friendly summaries", "Embeddable Markdown", "Ready-to-publish text"], "prompt_style": "Instruction-based summarization and rewriting, tuned for finance, productivity, and business niches", "use_cases": [ "Turn top Reddit finance threads into polished blog posts", "Automate blog creation from curated discussion content", "Build newsletters from Reddit highlights", "Seed LLMs with frequently asked user content in structured format" ], "deployment": "Set up using n8n flows to fetch Reddit content, store inputs in Google Sheets, process with OpenAI, and output structured results to Docs or Sheets.", "tags": ["content automation", "Reddit to blog", "LLM seeding", "finance blog automation", "OpenAI", "n8n", "content repurposing", "Google Sheets"] }