AI-powered game observability for player insights

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December 6, 2024

Getgud.io

Gameplay analytics

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AI-powered game observability for player insights

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Overview

Getgud.io is an AI-powered platform designed for game developers who seek complete observability into their games and player activities. The tool provides comprehensive insights into player behaviors within games, offering developers the data they need to make informed decisions about game balance, character and weapon dynamics, team matchmaking, and more.

Getgud.io also features an advanced detection system targeted at identifying disruptive player activities, such as cheating or griefing. It is capable of detecting various forms of toxic behavior, including boosting and smurfing, as well as the usage of numerous cheat types like aim bots, wall hacks, and speed hacks.

Developers can customize the tool's tolerance levels and set automatic actions in response to detected disruptive activity, therefore aiding them in creating a fair, enjoyable gameplay environment.Through Getgud.io's dashboard, developers can perform queries on player matches, user reports, and gleaned insights.

Additionally, developers can define webhooks and actions for any player cohort, further enabling them to act upon the observations efficiently. Getgud.io also preserves match data, allowing developers to replay game matches and visually see players' in-match activities.

The upcoming updates promise developers a comprehensive view of in-game aspects such as weapons, maps, players, characters, effects, and more.

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January 30, 2023

Initial release of Getgud.io.

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Gameplay analytics Getgud.io

Gameplay analytics

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Pros and Cons

Pros

Comprehensive player behavior insights

Advanced cheat detection

Detects various toxic behaviors

Customizable tolerance levels

Automatic responses to disruptive activity

Dashboard for queries on player matches/user reports/insights

Ability to define webhooks/actions for player cohorts

Preserves match data

Allows game match replays

Visualization of in-match activities

In-game observability on weapons/maps/characters/effects

Operates completely server side

Increased speed and accuracy in identifying disruptive behavior

Potential to increase gameplay quality

Helps create non-toxic game environments

Analyzes behavior to detect griefing

Detects cheat types: aim bots, wall hacks, speed hacks

Identifies and responds to boosting/smurfing

Allows manipulation of player status, rank, reputation

Automated execution of cohort-based rules

Encourages community visibility and trust

In-match data forever preserved

Supports diverse range of game genres

Supports all platforms including web/mobile

Control over match streaming/analysis/storage

In-match report management

Visibility of in-match weaponry and characters upcoming

Schedule control for data filters

Enables player reputation systems

Aids in game balance decision-making

Promotes player engagement

Facilitates segmentation by campaign/UTM

Notifications for toxic player warnings

Enables gameplay quality improvements

Aids in identifying gameplay trends

Stream-based data filtering

Supports automated action execution

Enhances match data analytics

Useful for team matchmaking adjustments

Customizable toxic player actions (e.g. bans, warnings)

Trigger email campaigns via webhooks

Visualized world for unstructured game data

Automated demotion for disruptive players

Insights on weapon/character favorability

Insights about in-game milestones

Server performance is not degraded

SDK documentation provided

Insights usable to adjust in-game loot drop locations

Insights on trending maps/modes

Insights on player retention and toxicity

View 45 more pros

Cons

Limited to game-focused insights

Customization may be complex

Incremental updates needed

Unclear toxicity detection accuracy

Potential false positives in detections

Reliance on server-side data

Match replay may be laggy

Difficulties with non-standard game types

Limited control on data streaming

Potential system overload

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Q&A

What is the main functionality of Getgud.io?

The primary functionality of Getgud.io is to provide AI-powered complete observability for game developers into their games and player activities. This includes generation of comprehensive insights into player behaviors, detection of disruptive activities and toxic behavior including various forms of cheating and griefing, and assistance in game balance decisions and team matchmaking. Furthermore, Getgud.io has a dashboard for developers with query capabilities, customizable webhooks and actions, and match data preservation for replay capabilities.

How does Getgud.io help game developers?

Getgud.io helps game developers by providing them with detailed insights into player behaviors and activities within their games. This includes helping them understand game balance, character and weapon dynamics, and team matchmaking. It also provides an advanced detection system that identifies and allows automatic response to disruptive player activities including various forms of cheating and griefing. This enables developers to make informed decisions about improving gameplay and maintaining a fair gaming environment.

What kind of player behaviors can Getgud.io detect?

Getgud.io is capable of detecting a wide array of player behaviors, including boosting and smurfing, as well as instances of cheating or griefing. The system specifically identifies disruptive behaviors like using cheat bots, aim bots, wall hacks, and speed hacks. Getgud.io also provides visibility into in-match player activities, facilitating deep dive into gameplay dynamics.

Can Getgud.io identify and react to cheating and griefing activities?

Yes, Getgud.io can identify and react to cheating and griefing activities. Its advanced detection system is built to identify these disruptive activities and can be customized by developers to set automatic responses when these activities are detected. Automatic responses could include actions like player warnings, kicks, or bans.

What types of cheats does Getgud.io recognize?

Getgud.io recognizes various cheats including aim bots (which facilitate automatic aiming for players leading to perfect accuracy), wall hacks (which allow players to see through walls), and speed hacks (which allow players to move faster than normal). It's also capable of detecting disruptive strategies like spawn-killing or manipulating the game's ranking system (boosting).

Can Getgud.io's tolerance levels be personalized?

Yes, the tolerance levels of Getgud.io can be customized. Developers have the ability to adjust the tool's tolerance levels for different types of disruptive activity. This enables them to tailor the tool's response to the specific needs and expectations of their game and its community.

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How does Getgud.io contribute to creating a fair and enjoyable gameplay environment?

Getgud.io contributes to creating a fair and enjoyable gameplay environment by providing observability into game and player activities, detecting and responding to disruptive behavior such as cheating or griefing, and helping maintain game balance. Its system can identify toxic behaviors, allowing developers to act accordingly and foster a positive gaming experience. It also provides data that can aid in making informed decisions about game dynamics adjustments.

What can developers check through Getgud.io's dashboard?

Through Getgud.io's dashboard, developers can perform queries on various aspects such as player matches, user reports, and gleaned insights. They can define and execute actions for specific player cohorts and view statistical data for gameplay analysis. Additionally, they can access and replay preserved match data to investigate in-match player activities.

What kind of data does Getgud.io preserve and why?

Getgud.io preserves data concerning game matches, retaining a record of player actions and behaviours within matches. This preserved data can be used to replay game matches, allowing developers to visually see players' in-match activities. This capability aids in detailed analysis and decision-making, contributing to informed game development and debugging processes.

Can I replay game matches using Getgud.io?

Yes, with Getgud.io, developers are able to replay game matches. The system preserves match data, which enables game developers to reinstate previous games and to visually observe players' in-game activities as they occurred.

What are the upcoming updates for Getgud.io?

The upcoming updates for Getgud.io promise developers a comprehensive view of intricate in-game aspects such as weapons, maps, players, characters and effects, providing even deeper analysis and insights into the gameplay.

What defines a player cohort in Getgud.io?

In terms of Getgud.io, a 'player cohort' is a defined group of players characterized by specific shared traits or behaviors. This can be formed based on various attributes or actions within games. Cohorts can be utilized for various purposes, such as defining specific actions or webhooks in response to their behavior or performance.

How can developers define webhooks and actions for player cohorts?

Developers can define webhooks and actions for any player cohort in Getgud.io via the platform's dashboard. These definitions can be configured to automatically execute based on the behaviors or performances of the identified player cohorts. By doing so, developers are apprised and can react in an efficient and timely manner to observed phenomena.

What is boosting detection and how does Getgud.io handle it?

Boosting detection is a feature of Getgud.io that identifies players who manipulate the game's ranking system, typically by playing with another player who intentionally loses to increase the other player's rank. Getgud.io can not only detect such behavior, but also automatically react based on the developer's preset instructions, aiding in maintaining a fair gaming environment.

How does Getgud.io handle smurfing detection?

Getgud.io handles smurfing detection by identifying players who create new accounts to play against less-experienced players, often with the intention of dominating or trolling them. The system has the capability to detect and act upon such behavior, which can help uphold the integrity and fairness of the gaming environment.

How does the AI observability feature of Getgud.io function?

The AI observability feature of Getgud.io functions by harnessing artificial intelligence to provide full visibility into player activities within games. It analyzes player behaviors, identifies cheats, detects disruptive activities, and offers comprehensive insights that assist in design decisions and game balance. The AI's ability to learn and adapt is leveraged to continuously improve its accuracy and detection capabilities.

What kind of insights does Getgud.io provide on gameplay analytics?

Getgud.io provides intricate insights into gameplay analytics like preference of certain weapons or characters, trending maps or modes, suitability of in-map loot box drops, and more. It provides retention and toxicity reports, statistical data, trend and behavior analyses, and insights into in-match activities. This information can help developers to understand if their game is balanced, from character and weapon damage stats to team matchmaking balance.

Can Getgud.io provide data for team matchmaking and game balance insights?

Yes, developers can use Getgud.io to provide data for team matchmaking and game balance insights. Detailed observation of player behavior assists in understanding character and weapon dynamics, thereby helping to optimize matchmaking systems. It also provides the necessary information for understanding game balance, giving insights into the effective use of character abilities and weapon dynamics in various game scenarios.

Do developers have control over Getgud.io's automated actions?

Yes, developers can control the automated actions of Getgud.io. The system allows developers to customize the response of the tool to detected disruptive activities. Actions could range from issuing warnings to players demonstrating disruptive behavior to applying bans, depending on the severity and type of action detected.

What reports can be generated using Getgud.io?

Getgud.io can generate various reports based on player matches, user reports, and insights derived from the system's analysis. These can provide detailed visibility into player behavior, cheat detection, in-game activities, gameplay balance, and team matchmaking dynamics. The reports are designed to equip developers with actionable insights and assist them in making decisions regarding their game's development and improvement.

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