Scam lifecycle: why every company needs to know its role in online scams
Guest: Ayelet Biger-Levin
Today I am talking about the scam lifecycle, and honestly, this is one of those conversations that I think more companies need to have before they are forced to have it. Because a lot of businesses still think about scams as something that happens somewhere else, on some other platform, to some other team, after some other failure.
That usually does not hold up for very long.
I sat down with Ayelet Biger-Levin to talk about what the scam lifecycle actually looks like, how different companies and platforms fit into it, and why that matters so much right now. Because if your business exists online in any meaningful way, there is a very good chance it is touching some part of a scam journey, whether that is where the victim is approached, manipulated, paid through, redirected, or silenced.
And that is the part companies need to get honest about.
This conversation also gets into something bigger than scams alone, which is the digital trust crisis that so many consumers are living through right now. People are being targeted through calls, texts, websites, marketplaces, social platforms, and financial tools. Trust is getting chipped away from every direction. And when companies do not understand their platform role in scams, they often underestimate both the harm and the responsibility.
Ayelet brings a really useful perspective to this discussion because she has spent years in fraud and cybersecurity, working closely with major financial institutions, and is now applying that experience to a startup focused on consumer scam prevention and scam victim education. That shift makes a lot of sense to me. Because the more out of control scam activity gets, the more important it becomes to help consumers understand what they are facing before the damage is done.
Here is what that scam lifecycle means in practice:
- I need to understand where my company fits inside online scam ecosystems, not just whether fraud happens directly on my platform
- I need scam journey mapping that shows how bad actors move victims from one touchpoint to another
- I need stronger scam risk awareness across the company, not just inside fraud or trust and safety teams
- I need to treat trust and safety strategy as part of long-term digital trust, not just short-term incident response
What you’ll hear in this episode:
- Why the scam lifecycle matters for every company operating online
- How consumer scam prevention starts with understanding the full path a victim takes
- What a digital trust crisis looks like for consumers, platforms, and businesses
- Why fraud platform abuse often goes unnoticed when teams only look at their own slice of the problem
- How fraud fighter collaboration can help improve scam detection strategy and consumer fraud alerts
You should listen to this episode if you:
- Work in fraud, trust and safety, cybersecurity, payments, or risk and want a clearer view of platform role in scams
- Need better scam journey mapping or scam detection strategy across channels
- Care about consumer scam prevention, scam victim education, or financial scam prevention
- Are seeing fraud platform abuse and want a stronger trust and safety strategy
- Want to understand how text and call scams connect to broader online scam ecosystems
If you liked this episode, be sure to subscribe and review the podcast on iTunes, Spotify, YouTube, or wherever you listen to podcasts. It really helps with getting the word out.
Episode notes & key takeaways
This episode gets into a part of fraud prevention that a lot of companies still treat as peripheral, even though it really is not. The scam lifecycle is broader than one transaction, one channel, or one moment of compromise. It is a chain. And if I only look at my own platform in isolation, I am probably missing how my business is being used as part of a much larger scam journey.
Why every company needs to understand the scam lifecycle
Let’s break this down.
One of the biggest takeaways from this conversation is that scams are rarely confined to a single platform. A victim may first get contacted by text or call. Then moved to a fake website. Then pressured into sending money through a financial service. Then redirected again through another tool or platform. That is the scam lifecycle. And every company involved in that sequence may only see a small piece of it.
That is a problem.
Because if I only evaluate abuse based on what happens directly inside my own environment, I may miss the bigger role my company is playing. Maybe my platform is where the scam starts. Maybe it is where trust gets reinforced. Maybe it is where money moves. Maybe it is where bad actors test victims before pushing them somewhere else. If I do not understand that position, I cannot build a very effective response.
This is exactly why scam journey mapping matters. It helps teams see how scams move across channels, where trust is manipulated, and how online scam ecosystems actually function in practice.
- The scam lifecycle often spans multiple platforms, channels, and decision points
- Platform role in scams may be larger than teams realize when they only review local signals
- Scam journey mapping helps identify where bad actors approach, manipulate, and profit from victims
- Trust and safety strategy gets stronger when teams understand their place in the larger fraud chain
How the digital trust crisis affects consumers and platforms
Here’s what’s actually happening.
Consumers are being hit from every direction right now. Calls. Texts. Emails. Fake websites. Social messages. Payment requests. Job scams. Investment scams. Impersonation scams. It is constant. And over time, that creates something bigger than isolated fraud loss. It creates a digital trust crisis.
And that matters.
Because once trust starts breaking down at scale, consumers stop knowing what is legitimate. They second-guess real companies. They hesitate during normal interactions. They become more vulnerable to manipulation because the environment itself feels less reliable. That is not just a consumer problem. It becomes a business problem too.
Ayelet and I talk about this from the perspective of consumer scam prevention, but the implications are broader. Companies that ignore the erosion of digital trust may eventually find that users no longer assume good intent, even when the company itself is legitimate. That usually does not end well.
- A digital trust crisis grows when consumers can no longer distinguish real interactions from scam attempts
- Consumer scam prevention now requires attention to trust across the full digital experience
- Financial scam prevention is not only about stopping payments, it is also about restoring confidence
- Businesses that ignore trust erosion may see long-term brand and user impact
Why fraud platform abuse is often missed
This is where things get interesting.
A lot of companies are very good at looking for direct fraud loss and much less good at looking for indirect abuse. If the scam does not fully complete on their platform, they may not treat it as their problem. But that logic falls apart pretty quickly once you understand how online scam ecosystems actually work.
Because bad actors do not care how companies divide responsibility.
They care about which tools help them move victims forward. A platform might be used to initiate contact. Another might host content. Another might process communication. Another might support movement of funds. Each company sees only one layer, so the abuse can look smaller than it really is. That is exactly how fraud platform abuse keeps slipping through cracks.
This is one of those areas where scam risk awareness needs to expand. Not every abuse problem shows up as a chargeback or an account takeover. Sometimes the platform is being used to manipulate trust, direct traffic, or support scam progression in less obvious ways.
- Fraud platform abuse often gets missed when teams focus only on direct financial loss
- Online scam ecosystems depend on multiple services playing different roles in the victim journey
- Scam detection strategy should include indirect abuse patterns, not just completed fraud events
- Platform role in scams can be significant even when the final loss happens elsewhere
Why consumer education and alerts matter more now
One of the things I really appreciated about this conversation is that Ayelet is not only looking at scams from the institutional side. She is also focused on the victim side. And honestly, that perspective is overdue.
Because consumers are being asked to navigate a very hostile environment.
Scam victim education and consumer fraud alerts matter because many scams succeed before a bank, merchant, or platform even sees a traditional fraud signal. By the time a transaction happens, the manipulation may already be complete. That means education is not a side effort. It is part of prevention.
This is where Ayelet’s scam prevention startup is especially interesting. The goal is to help notify and educate consumers about scam risks across calls, texts, and online interactions before they lose money. That is a very practical response to a problem that keeps getting bigger, faster, and more distributed.
- Scam victim education can interrupt scams before the financial loss stage
- Consumer fraud alerts help people recognize manipulation earlier in the scam lifecycle
- Text and call scams often act as entry points into larger financial scam prevention challenges
- A scam prevention startup focused on education can help fill a gap many institutions still leave open
Why fraud fighter collaboration is essential in a scam-heavy environment
This might not seem like a big deal. But in fraud prevention, it absolutely is.
Ayelet also talks about how other fraud fighters can help as she builds this next chapter of her work, and I think that piece matters too. Scams are moving too fast, across too many channels, for any one company or one team to understand the whole picture alone. Fraud fighter collaboration is not just helpful here. It is necessary.
Right.
The more teams share what they are seeing, how their platforms are being used, and where manipulation is happening, the better chance we have of improving scam detection strategy across the ecosystem. Otherwise, every company keeps trying to solve one small piece of a much larger problem without enough context.
We have seen this playbook before. The fraud problems that scale fastest are usually the ones that exploit silos. That is part of what makes collaboration so important here. It gives teams a better view of how the scam lifecycle actually works and where intervention might be most effective.
- Fraud fighter collaboration helps teams build a more complete picture of the scam lifecycle
- Scam detection strategy improves when companies share insight across platforms and channels
- Consumer scam prevention gets stronger when ecosystem players compare what they are seeing
- Trust and safety strategy benefits from broader industry awareness, not just internal data
The big takeaway from this episode is pretty straightforward. The scam lifecycle is bigger than any one company, but that does not mean companies can afford not to understand where they fit inside it. Ayelet and I talk about digital trust, platform abuse, consumer education, and ecosystem responsibility because they are all connected. If I want to reduce scam harm, I need to know how bad actors are using my platform, how consumers are being manipulated across channels, and where stronger collaboration can actually interrupt the pattern. That is the work. And honestly, it is only getting more important.
