AI Native Flow Case Study #4 – coze – Automate Personalized Outreach Emails with AI

Tired of writing cold emails? Let AI do it for you! I needed to generate personalized outreach emails efficiently, so I tested this workflow. With just a LinkedIn URL and a goal, it promises to craft relevant and engaging emails—here’s how it performed.

🔑 AccessLevel
Free

🔗 Source
https://www.coze.com/work_flow?space_id=7441489023396806711&workflow_id=7451549577956392965

🛠️ Testing Environment
coze.com

🧠 LLMs Used
GPT-4o

🤖 ModelType
Text-Only;

✅ IsFunctional
Yes

🚀 Performance Rating
Needs Improvement

🌟 Expected Behaviour
Simply input a LinkedIn URL and specify your outreach goal, and this amazing workflow will craft a personalized, compelling email tailored to your needs. By intelligently reading and analyzing the recipient’s LinkedIn profile, it ensures your message is highly relevant and engaging. Whether you’re networking, seeking a collaboration, looking for a job, or pitching a product, this workflow ensures your message stands out!

📝 Actual Behaviour
1. When trying to fetch LinkedIn profile data, I kept getting the error: “You are not subscribed to this API.” However, there’s no place in the workflow to configure the API.
2. Critical fields like name, company, and contact info weren’t auto-replaced correctly, so I had to tweak them manually.

📊 Evaluation
AI Native: (6/10) The workflow automates email generation based on LinkedIn profiles, but issues with API access and inaccurate field replacement reduce its reliability and seamless AI-driven execution.

🔍 Workflow Breakdown
1️⃣ Enter the profile URL and outreach target.
2️⃣ Extract key data from the profile.
3️⃣ Analyze and organize the info.
4️⃣ Auto-generate a polished email for outreach.

Statement: Evaluation results are generated by AI, lack of data support, reference learning only.

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