u/Smart_Tutor_5190

Built an AI agent that researches prospects and generates personalized email + LinkedIn outreach drafts in under 60 seconds.

I originally built it because I kept seeing SDRs and founders spend a huge amount of time researching prospects before sending outbound messages. Most outreach ends up generic simply because deep personalization doesn't scale manually.

The workflow currently:

Researches prospects and companies using public signals

Extracts relevant context and filters noisy information

Generates personalized email and LinkedIn drafts

Keeps humans in the loop before anything gets sent

I've started using it myself for outreach and one interesting piece of feedback so far has been that personalization alone isn't enough—the bigger opportunity is identifying likely pain points from company signals and framing outreach around those.

Still very early and validating the idea. I'd genuinely love feedback from people doing outbound today:

I am sharing the demo link in comments.

What feels useful, unrealistic, or completely missing?

Built an AI agent that researches prospects and generates personalized email + LinkedIn outreach drafts in under 60 seconds.

I originally built it because I kept seeing SDRs and founders spend a huge amount of time researching prospects before sending outbound messages. Most outreach ends up generic simply because deep personalization doesn't scale manually.

The workflow currently:

- Researches prospects and companies using public signals

- Extracts relevant context and filters noisy information

- Generates personalized email and LinkedIn drafts

- Keeps humans in the loop before anything gets sent

I've started using it myself for outreach and one interesting piece of feedback so far has been that personalization alone isn't enough—the bigger opportunity is identifying likely pain points from company signals and framing outreach around those.

Still very early and validating the idea. I'd genuinely love feedback from people doing outbound today:

Sharing demo link in comments.

What feels useful, unrealistic, or completely missing?

Built an AI agent that researches prospects and generates personalized email + LinkedIn outreach drafts in under 60 seconds.

I originally built it because I kept seeing SDRs and founders spend a huge amount of time researching prospects before sending outbound messages. Most outreach ends up generic simply because deep personalization doesn't scale manually.

The workflow currently:

- Researches prospects and companies using public signals

- Extracts relevant context and filters noisy information

- Generates personalized email and LinkedIn drafts

- Keeps humans in the loop before anything gets sent

I've started using it myself for outreach and one interesting piece of feedback so far has been that personalization alone isn't enough—the bigger opportunity is identifying likely pain points from company signals and framing outreach around those.

Still very early and validating the idea. I'd genuinely love feedback from people doing outbound today:

I have shared the demo link in comments.

What feels useful, unrealistic, or completely missing?