Building Trust and Safety Into the DNA of Your Platform

From Chapter 5 of Bulletproof Your Marketplace

By Jeremy Gottschalk

Let’s get one thing straight—trust and safety isn’t a department. It’s a mindset. In Chapter 5 of Bulletproof Your Marketplace, I focus on what I consider one of the most critical components of a successful platform: creating and implementing your own trust and safety best practices.

If you’ve ever said, “We haven’t had any major issues yet,” I’ll stop you right there. That’s not a strategy—it’s luck. And luck runs out.

The Ugly Truth About Scale

Here’s something I say all the time to founders: the moment you start to scale, bad stuff will happen. It’s not pessimism—it’s math.

The more users you have, the more likely you are to run into harmful behavior: harassment, scams, fake accounts, even physical harm if your platform facilitates real-world interactions. Whether it’s malicious or accidental, it’s coming.

And if you’re not prepared, you’re not just risking user harm—you’re risking lawsuits, media scandals, regulatory scrutiny, and brand implosion. I’ve seen platforms go from unicorns to headlines for all the wrong reasons.

Why Trust and Safety Has to Be Proactive

This chapter is about helping you build trust and safety before you need it. Because once an incident occurs, it’s too late to start planning.

Trust and safety isn’t just about preventing bad things from happening. It’s about:

• Reducing the frequency and severity of incidents

• Giving users tools to report, block, and protect themselves

• Showing regulators and lawyers that you’ve done your homework

• Protecting your brand when the inevitable occurs

Most importantly, it’s about creating a platform people actually trust.

Start With a Trust and Safety Framework

Your platform needs a structured, well-documented trust and safety program. At a high level, that means:

1. Policies – Set clear community guidelines, rules of conduct, and enforcement processes.

2. Procedures – Build workflows for reviewing content, handling complaints, and escalating serious incidents.

3. People – Identify who owns trust and safety. It might start with you, but it can’t end there.

4. Technology – Use tools for content moderation, user verification, fraud detection, and more.

Community Guidelines Aren’t Just About Tone

Think of your community guidelines as the constitution of your platform. They need to be clear, easy to find, and consistently enforced.

They should explain:

• What users can and can’t do

• What happens if they break the rules

• How you handle disputes and appeals

• What content is prohibited (and what’s encouraged)

And here’s a pro tip: write these in plain English. You’re not impressing anyone with legalese. You’re trying to build trust and set expectations.

Plan for the Worst: Incident Response

Trust me when I say: you will have a crisis one day. A violent incident. A massive fraud ring. A viral complaint. Whatever it is, the time to plan for it is now.

I guide you through how to build an incident response plan, including:

• Who’s responsible for what

• How to document and investigate the issue

• When and how to communicate with users, press, and regulators

• What your legal obligations are

• How to debrief and improve after the fact

The key is speed and transparency. In a crisis, users and stakeholders want to know you’re in control—and that you care.

Don't Forget Psychological Safety

It’s not just about preventing physical or financial harm. In today’s platform world, psychological safety matters too.

Are your users being harassed? Are marginalized groups being targeted? Are reviews and ratings weaponized?

You need to think beyond traditional safety metrics and consider the emotional and reputational harm that can come from unchecked bad behavior.

That’s why your trust and safety strategy has to go hand-in-hand with user experience. Are you empowering users to protect themselves? Can they report issues easily? Do they feel heard?

Platforms that get this right aren’t just safer—they’re more trusted, more respected, and more likely to grow.

One Size Does Not Fit All

Let me be clear: there’s no universal trust and safety playbook. What works for a dating app might be overkill for a B2B platform. What’s essential for a rideshare app might be irrelevant for an e-commerce site.

The best programs are customized to your platform’s:

• Use case

• Risk profile

• User demographics

• Geography

• Regulatory obligations

But the principles are the same. Know your risks. Document your response. Empower your users. Train your team. Improve constantly.

Want to learn more about how to safeguard your users and protect your platform?

Visit www.jeremygottschalk.com to explore the book, connect with me, and join the Marketplace Risk community.