Quantitative and qualitative longitudinal analysis spanning 582 predator conversations and 56,516 messages targeted at a simulated 13-year-old female profile on Threads and Instagram.
The survey is based on the forensic evaluation of raw data from 582 independent chat histories collected from October 2025 to date. The interaction point was the AI-supported decoy profile "Merle Kassens", which is clearly recognizable as a 13-year-old girl through its bio, imagery, and text style.
With an average of 49.4 predator messages per conversation, the survey provides empirical proof: Cybergrooming is not a random, short-lived spam contact. It is a highly persistent, psychological initiation system into which adults invest hours of their time.
In 204 of the 582 cases, the predators explicitly stated their real age during the dialogue. The statistical distribution completely invalidates the trivializing argument of "peers acting out their sexual curiosity".
| Age Group | Predators | Percentage | Risk |
|---|---|---|---|
| 14 – 17 Years | 18 | 8.8 % | Peer |
| 18 – 29 Years | 65 | 31.9 % | Critical |
| 30 – 39 Years | 47 | 23.0 % | High |
| 40 – 49 Years | 40 | 19.6 % | High |
| 50 – 67 Years | 34 | 16.7 % | High |
A precise analysis of the timestamps of all 28,304 predator messages reveals exactly on which days and at what times predators actively target a 13-year-old child.
Almost half of all messages (13,340) are sent in the morning between 06:00 and 12:00. Predators deliberately exploit school hours when children are unmonitored on their smartphones or having recess.
One third of the messages (9,032) arrive at night between 22:00 and 06:00. During these hours, parental control is zero, and the child is emotionally isolated in their bedroom.
| Weekday | Number of Predator Messages | Analysis & Trend |
|---|---|---|
| Monday | 3,821 Messages | School week start |
| Tuesday | 3,996 Messages | High morning level |
| Wednesday | 3,103 Messages | Mid-week |
| Thursday | 3,338 Messages | Mid-week |
| Friday | 4,010 Messages | Rise towards the weekend |
| Saturday | 3,992 Messages | Weekend level |
| Sunday (Absolute Peak) | 5,411 Messages | +35 % over mid-week |
A comparative analysis of the 582 cases proves: Predators operate according to fixed psychological scripts. The prevalence of the initiation phases shows that almost one third of all conversations aim for sexual exploitation.
In 187 conversations, predators systematically press for pictures and selfies. In 20.8 % of all cases (121 chats), this demand is aggressively repeated after a refusal.
In 163 cases, predators attempt to convince the 13-year-old girl to a real-world meeting (cinema, walk, apartment).
By strictly filtering the data (excluding all messages from the decoy Merle), the exact psychological arsenal of the predators is laid bare. Emojis serve as an invisibility cloak to downplay boundary violations and sexual questions.
With 125 uses of the monkey smiley (🙈) and 58 uses of the puppy eyes smiley (🥺), the survey proves a highly manipulative tactic: Predators use 🙈 ("I hardly dare to ask...") exactly as a transition to intimate, sexually abusive questions. If the question is rejected, 🥺 follows, aiming to generate pity and instill guilt in the child.
This empirical longitudinal study covering 582 cybergrooming cases and 56,516 analyzed messages not only provides statistical key figures, but unmasks the inner psychology and methodology of the digital predator archetype in the German-speaking world. In order to impart a well-founded understanding to parents, pedagogical professionals, investigative authorities, and political decision-makers, this evaluation contextualizes the collected data within a precise forensic action analysis.
In societal and sometimes legal debates, cybergrooming is frequently confused with a romantic or naive aberration of pubescent teenagers ("peer exploration"). The empirical reality of this survey irrevocably shatters this narrative: In the 204 evaluable self-disclosures, the average age of the predator is 34.3 years. Over 91.2 % of predators are adults, almost 60 % are older than 30 years, and 16.7 % belong to the 50+ age group.
A cybergroomer is not an "enamored teenager", but overwhelmingly an adult man who uses the digital anonymity and technological architecture of social networks to systematically build trust, emotional dependency, and isolation in minors (here: a simulated 13-year-old girl) with the goal of sexual exploitation, sextortion, or physical abuse.
The analysis of the 28,304 predator messages proves that predators on Meta platforms (Threads and Instagram) do not act chaotically, but follow a surprisingly uniform, psychological script, which is divided into six recurring escalation phases:
A predator systematically looks for profiles that signal vulnerability, naivety, or low parental supervision. The time analysis proves the cold calculation of the predators: 47.1 % of all messages (13,340) are sent during regular school hours in the morning (06:00 – 12:00), when children are on their way to school, in recess, or unobserved on their smartphones in class. Another 31.9 % of the messages arrive late at night (22:00 – 06:00) in the child's bedroom, where the parental control authority is physically asleep, and the child is susceptible to attention in an emotionally isolated environment. Sunday marks the absolute activity peak of the predators with 5,411 messages.
To overcome the natural distance between a 35-year-old man and a 13-year-old girl, predators systematically rely on artificial elevation. In over a quarter of all chats (147 conversations), phrases fall such as: "You are already much more mature and intelligent for your 13 years than girls your age" or "With you, one can finally converse like with an adult woman." This flattery psychologically isolates the child from peers and conveys the deceptive feeling of an exclusive "partnership on equal footing".
Before a predator explicitly makes sexual demands, he tests the child's boundaries using a sophisticated emoji strategy. The survey shows an inflationary use of trivializing symbols: The smile (😊, 319x) and the sweating laugh (😅, 269x) are meant to create a permanent feeling of harmless exuberance. Particularly forensically significant is the monkey smiley with hands covering its face (🙈, 125x). Predators use it systematically as an introduction to abusive things: "I hardly dare to ask you this 🙈" or "Do you actually sleep naked or in pajamas? 🙈" The emoji is supposed to signal to the victim that the question is meant to be "embarrassed" or "funny". If the child blocks it, the predator switches to the puppy-dog begging smiley (🥺, 58x): "Don't you trust me? 🥺" This generates guilt and manipulates the victim into compliance.
Once a basic bond is established, the predator attempts to remove the victim from the moderation and surveillance of the large platforms. In 18.6 % of cases (108 chats), the predator pushes for a switch to unmoderated, encrypted channels like WhatsApp, Snapchat, or Telegram. This is accompanied in 13.9 % of cases (81 chats) by an active secrecy pact: "You'd better delete our history so your parents don't make trouble" or "This is our little secret." The predators actively detach the child from its familial safety net.
In almost a third of all conversations (187 chats), the predator demands imagery after the isolation phase – starting with seemingly harmless selfies, which quickly escalate into demands for underwear or nude shots. In 20.8 % of the cases, predators drill extremely aggressively and repeatedly upon refusal. The final goal of cybergrooming is revealed in 28.0 % of all cases (163 chats): The predator tries to break through the digital border and persuade the 13-year-old child to a real meeting (walk, cinema, car ride, visit to the apartment).
The survey refutes the assumption that a predator would retreat if the child does not react. On the contrary: If the groomer loses control, the behavior escalates into digital terror. The study registered 5,497 cases where predators bombarded the profile with at least two messages in a row without receiving an answer. The absolute record is 22 messages in a row on Instagram. Predators use a mixture of accusations, withdrawal of affection, blackmail, and psychological pressure.