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Cyberstalking & Desensitized Americans in 2023

Imagine you are taking a once in a lifetime style vacation, visiting the most amazing places, eating the best food at highly rated restaurants, and experiencing the spectacular view from your hotel room window. How much of this would you feel led to share on social media? And of that, how many of the posts would you geotag with your location? We are currently living in a world full of 8 billion people, and 4.9 billion of those people engage in social media. That is over half of the entire world population, sharing information about their lives on the internet. There is a large majority of people who engage in social media who do so privately with the exception of close friends and family. You then have the other side of the coin with people who share their social media experience with all 4.9 billion people on social media. This is where the danger of social media truly lives, cyberstalking.  

Cyberstalking

It has been reported that each year there are an estimated 850,000 adults in the United States who are victims of cyberstalking. This is an issue that is unfortunately not discussed nearly as much as it should be, especially with the younger generations.

Take the story of TikTok star Ava Majury. In 2020, 13 year old Ava had attracted over 1 million followers to her social media accounts by sharing videos of herself doing dances and lip synching to popular music. Ava began receiving messages from an 18 year old boy named Justin, who she assumed was just another one of her fans. Justin, through social media, was able to locate friends and classmates of Ava’s who he paid in exchange for photos of her and her cell phone number. It was clear that Ava had developed a Cyberstalker and she blocked him through all her social media. Still, Justin was able to connect with people through social media to discover where she lived and show up to her house armed with a shotgun. Ava’s father, a retired police lieutenant, ordered him to leave their property and drop his weapon. Justin did not listen and his intent on causing the family harm was made clear, and he was fatally shot by Ava’s father. Ava continues to share content online publicly with the support of her parents.

Social Media Influencers

Stories like Ava’s are more common than you think. In September of 2018 there was a story reported of a 21 year old man who was arrested for breaking into a home and bedroom of a 13 year old girl whose address he had found by studying her posts on social media. Take Tabitha Swatosh, better known as the “big sister” of the internet. Tabitha has made her fame through TikTok but also through YouTube as she posts videos of her lip syncing to different sounds as well as ‘vlogging’ her everyday life. She has over 13 million followers on her TikTok account, and has been a part of the Hype House since 2022.

You may wonder what the Hype House is. Well, the Hype House is a content creator collective and an actual physical rental mansion in Los Angeles, California. The whole point of having this home is for the members of this tight knit club to collaborate with each other and brands making viral content for the internet. It was created by (at the time) 17 year old TikTok star Lil Huddy and 21 year old YouTube star Thomas Petrou. Over the years they have had a multitude of members including some of the more recognizable Charlie and Dixie D’Amelio.

So how does this fit into cyberstalking? Well, Hype House member Tabitha Swatosh has been very open about the countless stalkers she has obtained throughout her social media journey. The most recent being in December of 2022, Tabitha posted to TikTok sharing that she has to move for the 3rd time in one year due to a stalker coming to the door of her apartment. Despite Tabitha’s history with stalkers, she continues to share videos on her TikTok showing parts of the outside of her new apartment building as well as distinguishable features of the inside. The content that she has shared about her most recent stalkers has combined views of over 8 million. So now we ask the question, is society romanticizing cyberstalking?

Social Media Oversharing

On your journey through social media you can find content of people stalking their current love interests on social media, learning things about them that they shouldn’t really know based on their in person conversations. You have instances like the current pop culture drama between Hailey Beiber and Selena Gomez, where society is deep diving into the archives of social media to prove a point about these two celebrities saying they’re ‘investigating’ when really it could be considered a form of cyberstalking.

Finally, taking a look at one of the most popular Netflix shows currently streaming called You. This show follows the lead character Joe Goldberg who is a serial stalker, and it is narrated from his point of view. Viewers are taken through a journey as Joe stalks people online, in person, and kills people all under the illusion of him having to do these things to protect the people he loves… Society LOVES this character, choosing to see his better qualities and ignore the bad.

Are we, as a society, becoming desensitized to the risks of publicly oversharing on social media? It is very possible to have a safe online presence, but the current ‘influencers’ are pushing the narrative that to have a multitude of followers and viral videos, you have to share the private details of your life publicly. Is this really the example we want to set for the youth of America? Are we encouraging them to share private details of themselves online just for the sake of chasing clout? No matter what the circumstances? It sure seems as a society we need to be much more aware of what we post publicly.

Author eChatterPosted on April 27, 2023April 27, 2023Categories Dating Safety, General Social Media Information, Investigations, Parents Corner, reputation managementTags cyberstalking, online searches, OSINT, social media investigations

The Tumblr Comeback 

Tumblr

There has been unrest in the world of social media since well known social media and networking site Twitter was purchased by billionaire Elon Musk. Many users are unhappy with the changes that are being brought to the site and are realizing that they will most likely have to share their thoughts, opinions and ideas in a new way on a new platform… And that platform just happens to be Tumblr. 

Tumblr was founded by David Karp in 2007, following the recent launch of Twitter in 2006 and Facebook in 2004. The site was built to be a simple microblogging social media platform, but with the feature of being able to share multiple forms of media. Tumblr users could design their own page, posting and sharing videos, pictures, GIFs and text posts. The site quickly gained popularity and by 2013 had seventy-three million accounts. By this time Tumblr was acquired by Yahoo! Inc for 1.1 billion dollars. 

For those who never used Tumblr, the site was known to be “whatever you want it to be”. There were no limits on what you could share and or how you shared it and this idea attracted quite the mixing pot of users. The site quickly became ‘fandoms homeland’ according to Mashable. Users got to write fan fiction, share illustrations, clip down moments from shows or movies and repost them out of their original context to fit whatever fantasy they wished. 

With this mindset of being free to post whatever you wanted came the infiltration of pornography on the site. Pornography workers who didn’t fit industry standards at the time made their way over to tumblr and grew their fame and following by blogging and sharing explicit images or videos. Tumblr became a site where people freely shared their sexuality, creating and sharing NSFW illustrations, fetish art/pornography, queer erotica and so much more. The layout of Tumblr is unlike the social media layouts we see today. Users do not receive curated feeds based on what the algorithm thinks you would like to see, Tumblr users follow hashtags, keywords and follow pages that are similar to their own, creating a tight-knit community of people just like you.

In 2018 Tumblr saw a major change… Apple removed the app from their app store due to rumors of child pornography being shared on the site. In response Tumblr took action and banned adult content from the app completely. Immediately the users who found fame on the platform began leaving and finding new ways to share their content. The platform relied on digital tools to hand pick the banned content, and of course there were issues. Explicit content was being missed while other content began being flagged even though it didn’t contain anything against guidelines, resulting in even more people abandoning their accounts and fleeing to different social platforms.

This brings us full circle to 2023 where the phrase ‘tumblr comeback’ is being tossed around on the profiles of unsatisfied Twitter users. The millennials that originally had accounts on Tumblr are searching for a new platform to share their thoughts in text form and not in the form of a TikTok video, which is leading them back to Tumblr. Gen Z is also finding their way to Tumblr for the first time. Tumblr, now owned by Automattic, a parent company of WordPress, reports that 61% of their new users are a part of the Gen Z demographic. Also reporting that 48% of the site’s users are Gen Z as well.

The site remains the third most popular blogging site in the US, Canada and the UK, although users had left it in the dust for so many years. Many people don’t believe that Tumblr will ever become relevant again and will crumble as MySpace did, but users are beginning to prove them wrong. Though the site has a long way to go before competing with the Twitter universe, they are an attractive FREE alternative. Heading into 2023, the site has once again lifted their ban on nudity saying in a blog post “we now welcome a broader range of expressions, creativity and art on Tumblr, including content depicting the human form (yes, that includes the naked human form). Only time will tell if users will continue to abandon the sinking ship that is Twitter and find their way over to Tumblr, whether they are a first time user or are returning back to their beginnings. Either way, we may be seeing a Tumblr comeback. 

Author eChatterPosted on January 12, 2023April 13, 2023Categories General Social Media Information, InvestigationsTags online searches, social media background check, social media investigations, TumblrLeave a comment on The Tumblr Comeback 

TikTok & the Gabby Petito Case

TikTok & the Gabby Petito Case

Gabby Petito, a young and beautiful Social Media Influencer, went on one travel adventure after another with fiancé Brian Laundrie. And thens suddenly, it all took a very dark turn. With Gabby Petito’s potential remains being recently identified in Wyoming, and fiancé Brian Laundrie still missing, this case has captivated the hearts of many across the country.

Questions as to why this happened to her and if it all could have been prevented are on the minds of many. If you search #gabbypetito through TikTok right now you will find more than 480 million people have viewed the videos associated with the hashtag. From TikTok influencers, to witnesses, real time video footage is being posted piecing together the evidence.

How TikTok Helped

Taking a closer look at the videos associated with #gabbypetito, I stumbled upon Miranda Baker’s TikTok channel, a key witness associated with the investigation. Miranda and her boyfriend picked up Brian Laundrie who was hitchhiking around the time of Gabby’s disappearance. She gave a statement to the FBI but afterwards documented her interactions with Brian through her TikTok account. Every video she posted goes into details about Brian, their location, and interaction. Every video has gone viral.

Another video created by Alyssa Rose, shows a YouTube video the couple had posted on one of their adventures. She pauses the YouTube video at marker 6:40, to focus in on a book that Brain Laundrie was reading in a hammock. As she zooms in, she discusses the book he was reading which is “The Annihilation”. This book is about groups of people exploring uncharted terrain that go missing. This particular book series follows four women.

A third video was from Riley Lively, a mom living in New Orleans. She took to her TikTok account and stated in the post, “Putting some of my investigation skills to good use!” In this video she discusses how through sleuthing through an app called “All Trails” she found Gabby Petito’s public account. This app allows you to search and follow other individuals and their hiking trails from around the world. Through this account Riley discovered all of the trails Gabby had saved. She begins to show the lists that Gabby had saved in her account. Many of these hiking trails saved could have been potential spots of where was had gone missing.

Critical Thinking

In OSINT we are taught about the techniques behind finding key pieces of data or evidence that is online. What isn’t always taught? How to apply critical thinking online. Growing your critical thinking skills is just as important in finding key information. Each one of these women took to TikTok and applied their critical thinking skills, piecing together social media content to an ongoing investigation.

The Takeaway

Each of the viral videos above teach us all something valuable! Culture, personality, details, and analysis. Miranda met with the FBI and provided a statement. She also was continuously working with the FBI while creating her video content. My mind immediately goes to the details she is discussing in each post, how she is processing what she witnessed in each video, and what are others saying about the content she is posting in the comments. Are there any additional witnesses there? Any other clues?


Alyssa Rose shared Gabby Petito’s Youtube video. Someone could have easily watched that video and not notice Brian in the hammock reading a book. She took the time to analyze a video that could have easily gone over the heads of many.  The online personality of your subject matters. This is a great example of a small piece of information, showing us an insight to Brian Laundrie and his interest. 


Riley Liley pieced together Gabby being an influencer, possibly having an account with the ever popular All Trails App and was right. She then was able to view Gabby’s public online account trail lists. 

Leave no stone unturned. Think about their interests. If they have a large social media presence, there’s a chance they have apps they are tied to involving their interests. 


When we think of social media research, or social media listening, culture is not something that immediately comes to mind. It is only when we begin to dig deeper and identify what our search parameters are, that we begin to understand the role culture plays. TikTok is a culture phenomenon that continues to evolve. It took on an entirely new form over the past two weeks with this case and will continue to do so. 

Author eChatterPosted on September 20, 2021September 20, 2021Categories Dating Safety, General Social Media Information, Investigations, Law Enforcement, UncategorizedTags online searches, OSINT, social media investigations, social media law enforcement, social media monitoring, TikTokLeave a comment on TikTok & the Gabby Petito Case

Chain of Custody & Digital Evidence

Chain of Custody & Digital Evidence

Digital evidence has become more and more relevant for most civil and criminal investigations. Developing your OSINT skills is ongoing and understanding where it is all headed is just as important. It is an ever changing area, with new social media platforms sprouting up all the time.

When conducting online research on a person of interest for your investigation, it is important to develop a solid strategy. Once you begin gathering information, a clear chain of custody must be obtained with anything you find online. Additionally, authentication of social media posts or profiles are becoming more and more important to a case.

“We need all videos extracted and the subject’s social media profile captured and preserved.”

Recent client request

We are getting more and more requests like this every week. When a suspect or person of interest gets legal council, they may be advised to delete all their social media. That is why time is so important and it is becoming more important to start with online investigations before you do anything else. Many attorneys and PI’s have learned the hard way that what is here today, may be gone tomorrow. Understanding the differences in digital evidence can set your Private Investigation firm apart from the others.

The purpose of this blog post it to explain some of the differences in the capture of online evidence.

Screenshot Digital Evidence

Most of the time your OSINT discovery process is centered around a specific strategy and focus. The gathering of online information, its chain of custody, and your final report can and should contain screenshots and corresponding URLS. However, what if the Instagram post or video is just the digital evidence you were looking for? What if you know your attorney client is going to need this in the deposition, civil or even criminal case? It is times like this where a screenshot is not enough. Taking that extra step can be very valuable.

Social Media posts may not only be deleted or turned off, but they can also be edited. The post you see today may not be the same post you saw during your online investigation. Unless you have preserved the original post, you may not be ale to prove what was originally said.

For social media and web page evidence to be valid and accepted according to the Federal Rules of Evidence:

Original source code of the social media message, blog or webpage must be collected

Metadata must be collected

Digital signatures and timestamps must be placed on the data to provide evidence of data integrity & authenticity

Data should be prepared in EDRM-XML for easy processing & analysis in eDiscovery systems

Preserving the Digital Evidence

*Establishing a valid chain of custody means being able to show where the evidence has been, who has handled, and its condition at all times, in order to establish that there has been no alteration or tampering of the evidence prior to the time it is presented to the court. With respect to web pages and social media accounts, then, this means that the party propounding the evidence must establish:

  1. When the record was originally produced;
  2. That the record is an accurate recording of the webpage in question;
  3. That the record was not subject to alteration from the time it was collected until the time it is presented in court.

Using the correct tool instantly generates a forensic report using a forensic SHA256 hash, and HTML source code. It means that your online preservations contain key identifying Metadata such as the timestamp, the URL, the IP address, the date, and the time of capture, using a certified Stratum-1 atomic clock in compliance with the eSign Act.

As a result, you can capture the evidence you need at the moment you need it, with the assurance that when you do, you are collecting evidence which contains the necessary hallmarks of authenticity that courts are increasingly seeking.

(*Web Preserver), This is the software we use at eChatter when we need to preserve digital evidence for our clients.

Web Scrapping

Can a website be scrapped or archived? Yes and It may surprise you to know just how often it is used. Web archiving tends to concentrate more on the look and feel of a website or profile. The Wayback Machine (a.k.a. archive.org), is designed for web archiving. They explain their company this way, “The Internet Archive, a 501(c)(3) non-profit, is building a digital library of Internet sites and other cultural artifacts in digital form.” It is like an online library of websites. ( As an aside, it is also a great way to check if a person of interest worked for a certain business years ago, as they may have been featured on the website).

Web scrapping is more focused on textual data. The most crucial step for initiating a web scraping project is to select a tool to fit your research needs. There a tons of them out there to choose from. It is important to remember that the collection of data, while publicly available, is still a collection produced by others. Depending on the case, be aware of the potential privacy and security implications and proceed with caution.

Web scrapping can be used for price monitoring, lead generation, marketing and research. The complexity of many websites makes it difficult to scrape data unless you know code. Software applications make this task easy for anyone and is not dependent on skills.

photo by: Octoparse.com

Example of a Preserved Post

The post below is a great example of what is captured during the preservation of a post. The key components are the URL, Timestamp (when the post was discovered), Hash, and Signature.

An entire profile of a person of interest can be over 100 pages and is captured in PDF report format.

By: Kathy Doering.

Kathy is President of eChatter, and is McAfee certified in OSINT and is a certified Social Media Intelligence Analyst (SMIA). Kathy also serves as president of The Global Social Media Research Association.

Author eChatterPosted on April 12, 2021April 12, 2021Categories Corporate, General Social Media Information, Investigations, LitigationTags chain of custody, digital evidence, digital footprint, online searches, web preservation, Web PreserverLeave a comment on Chain of Custody & Digital Evidence

Leave No Stone Unturned in Online Discovery

Leave No Stone Unturned in Online Discovery

Conducting online discovery research on a person or business of interest should always begin with a strategy. Using critical thinking and formatting your search around your case will save you a great deal of time and effort.

When beginning research on a subject you want to start by capturing the data that you know to be true. Many background software platforms will supply you with the basic information. Taking a good look at this information will help you determine which data points are worth using in your online research. From there you will need to do a lot more digging to discover what may be available online.

Usernames can be a rich source of information and most people use several. Especially those who are active in social media.

UserNames For Discovery

User names have been extraordinarily helpful when hunting open source intelligence online. The trouble is you may not always know the subject’s user name right away.

Since most people are creatures of habit, you can start by using whatever email addresses you have. Try a few of those to start off. Knowing an email address such as sdparty@yahoo.com for example, try sdparty or @sdparty in a standard search. Next when you start to dig into social media, pay attention to what user names they use there as well and use them to search further.

Little by little, you can discover additional sites using this method than you even knew existed. The example above was discovered based on a single user name.

Most people have user names across multiple sites. So, you may also want to use variances of the user names and/or email addresses as well. It may be as easy as placing the username in a Google or Bing search. I like to use quotes when searching by search engine to filter results.

Lastly, do a contextual evaluation of the username. It is human nature to use things that are unique to you when creating user names. You may be able to identify a cultural emphasis used or even the approximate age of the person by examining the username.

Gaming Communities

An often overlooked area is searching through gaming communities. They too are great resources for checking usernames, especially if your subject is younger.

  • Xbox: httpss://www.xboxgamertag.com/search/usnername
  • PSN: httpss://psnprofiles.com/username
  • Twitch: httpss://www.twitch.tv/username
  • Minecraft: httpss://namemc.com/name/username

When conducting online research, there is no single tool that will give you everything you need. It takes using a little bit of everything. That is where training comes in and continued education. In social media specifically, what is here today may be gone tomorrow.

Author eChatterPosted on February 16, 2021February 16, 2021Categories General Social Media Information, InvestigationsTags Online Research, online searches, searching the web, usernameLeave a comment on Leave No Stone Unturned in Online Discovery

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