AI Sales

lemlist x GPT-3: Automatically categorize your email replies

Lucas Perret
LAST UPDATED
April 10, 2024
READING TIME
7 min.

Getting replies from your prospect is a good sign, but manually reviewing each reply takes time and can lead to human error.

A quick solution is to automate your email categorization and save hours for other tasks that can increase your revenue.

AI-based models, such as GPT-3, can help you avoid all the manual effort and give you even more accurate results. You can integrate it into your lemlist sales engagement app via n8n and make automation platforms.

In this article, you’ll get a step-by-step process on how to integrate GPT-3 into lemlist to automate:

  • Slack alerts when a lead is interested
  • the task creation when a lead is OOO
  • unsubscription of leads upon request

… which will help you boost your outreach efficiency. 😎

Step #1: Go to the OpenAI account to get your API key

→ If you already don’t have an OpenAI account, go to openai.com to sign up
→ Once you have an account, it’s time to get your API key:

  1. log in to openai.com and click on API
  2. click on API Keys (lock symbol on the menu on the left)
  3. create a new secret key

Step #2: Go to the lemlist account to get your API key

  1. If you already don’t have a lemlist account, go to lemlist.com and sign up for a free trial
  2. In the lemlist app, click on the Team settings drop-down menu
  3. Go to Integrations
  4. Under the API section, click on Generate new key button (if you already don’t have the API key)
Go to the lemlist account to get your API key

Step 3#: Create n8n or make account

You can use one of these two no-code workflow automation platforms to continue your integration process:

→ Option 1: if you already don’t have an n8n account, start a 30-day free trial at n8n.cloud
→ Option 2: if you already don’t have a make account, you can start your free trial at make.com

Step 4#: Create your sales automation workflow

Option 1: Create the automation workflow in n8n

  1. Log into your n8n account and choose to create a blank workflow
  2. Go to this link and click on “copy the workflow”:
  3. Paste the new workflow in your blank workflow

Now, your workflow should look like this:

n8n automation workflow dashboard

4. For each node, you’ll have to set up your credentials

For GPT-3 node:
→ Choose Header authentication
→ Name = Authorization
→ Value = Bearer YOUR_API_KEY

set up GTP3 node

Set up lemlist Auth:
→ create a new credential
→ paste your API Key

set up lemlist auth

P.S. you can reuse the same authentication process for all lemlist nodes except “lemlist - Mark as interested”. For this one, choose “Predefined Credential Type” → Lemlist API → The same credential you created.

5. When all nodes are set up, you can activate your workflow

If you want to add data to your HubSpot CRM automatically, you do it through n8n:

  1. In the Hubspot app, go to Settings
  2. Under Integration, choose to create a private app
  3. Allow the following scopes:

4. After creating the app, copy the token
5. Choose an APP Token for Authentication
6. Create a new credential and paste your token

set up hubspot app token account

You can reuse the same authentication process for all Hubspot nodes.

Option 2: Create the automation workflow in make

  1. Download the blueprint JSON here
  2. Log in to make app and click on Scenarios to create a new scenario
  3. Choose “Import Blueprint”
set up hubspot automation workflow

4. For each module, you'll have to authenticate yourself

  • lemlist → add your API key
  • Hubspot → Use 0Auth
  • OpenAI → add your API key

5. Save your module and activate it.

P.S. You can create the same integration with Slack, Pipedrive, Salesforce, and many other apps. Here are all the options that can help boost your outreach efficiency.

Final thoughts

Keeping your outreach replies organized is important to improve efficiency, ensure consistency, and better track your campaign progress.

GPT-3 x lemlist integration can help you reduce the time and effort required to categorize replies manually and give more accurate and consistent results.

If you want to grow your business with more advice like this, join the lemlist family, where 11k+ successful people share free outreach tips daily. 🚀

Lucas Perret
Growth Manager @ lempire | Just a guy obsessed with tech & way it solves business problems
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G2 Rating
Price
Best for
Standout feature
Con
4.9
star
star
star
star
star
$30/mo
$75/mo
$2,999/mo
Large, distributed sales teams
AI evaluation precision, gamified KPIs
Lack of tracking system
4.6
star
star
star
star
star-half
Not publicly available
Sales operations and finance teams
Powerful configurability
Limited training resources and complex to navigate
4.4
star
star
star
star
star-half
Not publicly available
Mid-market and enterprise businesses
Comprehensive incentive management
Potentially high cost and steep learning curve
4.7
star
star
star
star
star-half
$15/user/mo
$40/user/mo
Enterprise: custom price
Complex sales structures and businesses of all sizes
Complex sales structures and businesses of all sizes
Steep learning curve
4.6
star
star
star
star
star-half
Not publicly available
Collaborative teams
Connected planning
Complexity and steep learning curve
4.6
star
star
star
star
star-half
Not publicly available
Companies with complex sales structures
Complex incentive compensation management (ICM) with high efficiency and accuracy
Complexity for smaller teams and potentially high costs
4.7
star
star
star
star
star-half
Not publicly available
Companies who want to automate commission calculations and payouts
Simplicity and ease of use
Lack of features like redirection
4.7
star
star
star
star
star-half
$30/user/mo
$35/user/mo
Custom: upon request
Businesses that need a comprehensive and user-friendly sales compensation management software
Ease of use and adoption
Lack of ability to configure the product based on user needs
4.8
star
star
star
star
star-half
Not publicly available
Companies with modern sales culture and businesses who want real-time insights
A built-in dispute management and real-time visibility
Users say it works slowly, customer support is slow
4.9
star
star
star
star
star
$30/user/mo
$50/user/mo
Smaller sales teams
Powerful automation
Lesser user base and average user interface
4.7
star
star
star
star
star-half
Not publicly available
Companies with scalable needs
Automated Commission Calculations
Lack of filtering by date, no mobile app
ERP vs. CRM
ERP
CRM
Summary
Backbone of a business's internal operations.
Backbone of customer-centric interactions and operations.
Goal
To centralize and streamline core business processes in a company.
To increase customer experience, satisfaction and loyalty, and boost sales.
Focus
Internal operations and processes across departments (finance, accounting, inventory, supply chain, HR, and sales).
All interactions with leads and customers.
Manages
Internal business data like financial data, inventory levels, production details, supply chain, HR info.
All customer data like contact info, purchase history, communication history, customer preferences and more.
Users
Finance, accounting, operations, supply chain, and HR departments.
Customer-facing teams like sales, marketing, and customer service.
Benefits
Streamlines operations, improves data accuracy, enhances decision-making, boosts collaboration, increases productivity.
Improves customer relationships, increases sales, strengthens customer service, personalizes marketing campaigns, provides insights.
Price
$150 per user per year on average.
$10 to $30 per user per month on average.
PRM Tool
Rating
Feature
Pro
Con
Mobile App
Integrations
Free Plan
Pricing
4.65
star
star
star
star
star-half
Org-wide alignment
User-friendly layout and database
Suboptimal as a personal CRM
square-check
Lack of tracking system
square-check
Team: $20/month
Business: $45/month
4.7
star
star
star
star
star-half
Social Media Integration
Easy contact data collection
No marketing/sales features
square-check
Lack of tracking system
square-xmark
7-day trial
$12/month
4.75
star
star
star
star
star-half
Block Functions
High customization capability
Not a dedicated CRM
square-check
Limited
square-check
Plus: €7.50/month
Business: €14/month
N/A
Open-source
Open-source flexibility
Requires extensive manual input
square-xmark
Limited
square-check
Self-hosted
$9/month or
$90/year
3.1
star
star
star
Simple iOS app
Ideal for non-tech-savvy users
iPhone only
square-check
iOS only
Limited
square-xmark
1-month trial
$1.49/month or
$14.99/month
3.6
star
star
star
star-half
Smart Contact Management
Feature-rich and flexible
Reported bugs
square-check
Rich
square-xmark
7-day trial
Premium: $13.99/month
Teams: $17.99/month
4.4
star
star
star
star
star-half
Customizable Interface
Customizable for teamwork
Pricey for personal use
square-check
Rich
square-xmark
Standard: $24/member
Premium: $39/member
4.7
star
star
star
star
star-half
Integrated Calling
Integrated Calling
Too sales-oriented & pricey
square-check
Rich
square-xmark
14-day trial
Startup: $59/user/month
Professional: $329/user/month
4.8
star
star
star
star
star
Business Card Scanning
Business Card Scanning
Mobile only
square-check
Limited
square-check
$9.99/month
4.45
star
star
star
star
star-half
160+ app integrations
Comprehensive integrations
No free app version
square-check
Rich
square-xmark
14-day trial
$29.90/month or
$24.90/month (billed annually)
Capterra Rating
Free Trial
Free Plan
Starting Price (excluding the free plan)
Maximum Price (for the most expensive plan)
Best for
4.5
star
star
star
star
star-half
square-check
14-day
square-check
€15/month/seat billed annually
€792/month/3 seats billed annually + €45/month for each extra seat
Versatility and free plan
4.2
star
star
star
star
square-check
30-day
square-xmark
But it offers reduced price to authorised nonprofit organisations
€25/user/month
€500/user/month billed annually (includes Einstein AI)
Best overall operational CRM
4.3
star
star
star
star
star-half
square-xmark
square-check
Limited to 3 users
Comprehensive incentive management
€52/user/month billed annually
Small-medium businesses and automation
4.5
star
star
star
star
star-half
square-check
14-day
square-xmark
€14/seat/month billed annually
€99/seat/month billed annually
Sales teams and ease of use
4.1
star
star
star
star
square-xmark
square-check
Limited 10 users
$9.99/user/month billed annually
$64.99/user/month billed annually
Free plan for very small teams up to 10
CRM goal
Increase the sales conversion rate for qualified leads from marketing automation campaigns by 10% in the next 6 months.
SMART Breakdown
1. Specific: It targets a specific area (conversion rate) for a defined segment (qualified leads from marketing automation).
2. Measurable: The desired increase (10%) is a clear metric, and the timeframe (6 months) allows for progress tracking.
3. Achievable: A 10% increase is possible based on historical data and potential improvements.
4. Relevant: Boosting sales from marketing efforts aligns with overall business objectives.
5. Time-bound: The 6-month timeframe creates urgency and a clear target date.
Actions
Step 1: Refine lead qualification criteria to ensure high-quality leads are nurtured through marketing automation.
Step 2: Personalize marketing automation campaigns based on lead demographics, interests, and behavior.
Step 3: Develop targeted landing pages with clear calls to action for qualified leads.
Step 4: Implement lead scoring to prioritize high-potential leads for sales follow-up.
Step 5: Track and analyze campaign performance to identify areas for optimization.
Outcomes
Increased sales and revenue
Improved marketing automation ROI
Marketing and sales alignment
Data-driven marketing optimization
Table
CDP Software
CRM Software
Approach
Data-centric
Customer-centric
Focus
Interactions across various channels and touchpoints, both online and offline.
Sales, marketing, and customer service interactions.
Functionality
Automatically collects, organizes, tags, and makes data available in real-time.
Helps businesses track customer interactions, sales pipelines, prospects, and service requests.
Goals
Personalized customer experiences across all channels.
Better customer relationships, streamlined processes, and improved profitability.
Benefits
Data integration, management, and accessibility, allowing for detailed analysis and segmentation.
Better communication within teams and with customers by organizing information about customer interactions and history.
Data Handling
Handles both identified and anonymous data, stitches together various data points.
Deals primarily with identified customer data.
Use Cases
Personalized marketing campaigns, targeted advertising, content customization across multiple channels.
Managing campaigns and leads, enhancing customer service, providing better customer support, increasing customer satisfaction and loyalty.
Examples
Insider, Bloomreach, Salesforce Marketing Cloud CDP
HubSpot, Salesforce Sales Cloud Lightning Professional, and Zoho CRM
CRM
Free plan
Best feature
Best for
Con
1. HubSpot CRM
square-check
Sales automation
Sales teams
Up to 1,000 contacts
2. Insightly
square-check
Custom fields
Basic needs
Not enough info about the free plan
3. Agile CRM
square-check
Deal and sales pipeline tracking
Small teams
Up to 10 users
4. Zoho CRM
square-check
Lead and contact management
Businesses of all sizes
Limited to 3 users
5. ClickUp
square-check
Unlimited tasks and unlimited members
Personal use
Up to 100MB storage
6. EngageBay
square-check
Live chat
Small and midsize enterprises
Up to 1,000 branded emails per month
7. Bitrix24
square-check
Unlimited users and 5 scrum teams
Big teams
Up to 5GB of cloud storage
8. FreshSales
square-check
Easy to use and simple setup
Beginners
Up to 3 users
9. Mailchimp
square-check
Very beginner friendly
Marketing teams
Send up to 500 branded emails per month
Type of Affiliate Marketing
Unattached
Related
Involved
Format
Paid advertising
Social media or YouTube channels
Dedicated website or blog
Focus
Quick income
Your niche
Your audience
Engagement with your audience
square-xmark
square-check
square-check
square-check
square-check
Very close connection with your audience
Pro
Little effort
Higher credibility thanks to your niche
Long-lasting and scalable
Con
Paid ads cost a lot
Potential for bias since you don’t use the thing you promote
Require time, effort, and dedication

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