Most gaming teams checking their AI visibility today are doing it manually, typing prompts directly into ChatGPT based on the searches they have in mind. This approach can be slow, hard to benchmark over time, and only shows you the slice of the landscape you thought to look for.
AppTweak AI Visibility tracks 10,000+ prompts weekly, covering the full range of how players actually search for games — including the topics and competitors you wouldn't have thought to check.
How to use AI Visibility for Games
AI Visibility has three key views: the Overview, Topic Performance, and Prompt Performance.
AI Visibility Overview
The Overview shows your game's best-performing topics, sorted by weighted Position and organized into three columns:
Associated with: Alternative titles and IPs ChatGPT links to your game
Described as: Genres and themes ChatGPT assigns to your game
Recommended for: Features and contexts ChatGPT connects to your game
Click any topic to view the full AI ranking — the top games mentioned for that topic, ordered by weighted Position — and add competitors directly from that view.
Your Topic Performance
The Topic Performance tab shows all topics your game is mentioned for, with your Position and Sentiment for each. Use the tabs to switch between dimensions: Alternative, IP, Genre, Theme, Features, and Context.
Each row shows:
Position — Your weighted rank for that topic, factoring in how often and how highly your game is mentioned
Sentiment — How positively your game is described for that topic
Top Apps — The games with the highest positions for that topic
Click any topic to see the individual prompts your game appears in. A green dot marks prompts where your game is mentioned. "Top Games" shows the games mentioned in AI's latest response, before you browse the full answer history.
Note: Some game icons may be missing if the game isn't yet mapped in our database. These will appear as a colored square, with the mentioned game title on hover.
When competitors are added, the table shows all prompts where at least one competitor is mentioned, so you can compare metrics directly. Use the filters to identify:
Unique: Topics only your game is mentioned for
Leading: Topics where both you and a competitor are mentioned, but you rank higher
Lagging: Topics where both you and a competitor are mentioned, but you rank lower
Opportunities: Topics only competitors are mentioned on
View raw AI answers
Click View AI answers on any prompt to see the latest raw ChatGPT response.
Use the navigation arrows to browse earlier responses and see how recommendations have shifted over time. You can also discover and add new competitors directly from this view.
The Sources tab shows which web sources ChatGPT cited when generating its answer. If no sources appear, ChatGPT answered from its training data without searching the web.
Reviewing sources is useful for understanding what's driving a competitor's visibility. If AI is consistently citing review sites or game wikis, that's an actionable signal for your next steps.
Your Prompt Performance
The Prompt Performance tab lets you browse individual prompts and see all the topics assigned to each one.
You can search for specific keywords to narrow the view. Each prompt shows your Position and Top Apps based on the latest fetch.
Note: Prompt Performance reflects the most recent AI response only; Topic Performance aggregates data over time and is the more reliable view for tracking trends.
Metrics
Position: A weighted score reflecting how often your game appears in AI responses for a topic, and how highly it ranks. A game that appears consistently at rank 1 will score higher than a game that appears occasionally at rank 5. Position is the primary metric for tracking performance over time.
Sentiment: A measure of how positively ChatGPT describes your game when it appears for a given topic. Because ChatGPT recommendations are naturally positive in tone, Sentiment scores tend to cluster and show less variation than Position. It's most useful as a secondary signal — for example, when comparing how two games with similar Position scores are being characterized, or when a topic shows an unexpectedly low score worth investigating.
How AI Visibility for Games works
When a player asks ChatGPT for a game recommendation, their intent is different from a typical app search:
App searches are usually functional: "dating app for young people," "budget tracker that syncs to my bank."
Game searches are experiential: driven by mood, past play, and social context. "Something relaxing to play tonight." "A game like Clash of Clans."
AppTweak built AI Visibility to reflect these experiential search patterns, using 10+ years of app store intelligence to map the topics that shape AI-driven game discovery.
The product is built on three steps:
Map how players search for games. Using real data from the top games, keywords, and genres, AppTweak's data scientists analyzed how games are actually discovered and distilled that into 1,000+ topics across six dimensions — covering a full range of reasons a player might ask ChatGPT for a recommendation.
Send those topics to ChatGPT as real prompts. Each topic is expressed across 10,000+ conversational prompts — the kind of natural language players actually use. AppTweak sends each prompt to ChatGPT every week, records which games appear and at what rank, and matches recommendations to real game IDs using 10+ years of app store intelligence.
Turn responses into reliable, comparable metrics. Raw AI responses are aggregated into weighted Position and Sentiment scores that track your game's visibility over time, show which topics AI associates with you, and let you reliably benchmark against competitors.
Game-specific prompt intelligence
Each prompt maps to one or more topics, each representing a specific reason a player might search for a game.
Topics are grouped into six dimensions:
Alternative: Games ChatGPT suggests when a player asks for something similar to a specific title. Example: "games like Subway Surfers." This dimension surfaces titles AI treats as your closest alternatives.
IP: Franchises, universes, or licensed properties ChatGPT associates with your game. Example: "Pokémon games."
Genr: Store categories ChatGPT uses to classify your game. Example: "puzzle games," "card games."
Theme: Visual styles, settings, or aesthetics ChatGPT links to your game. Example: "cozy farming games," "dark fantasy games."
Features: Non-gameplay attributes ChatGPT connects to your game. Example: "offline games," "games with no ads," "free to play."
Context: Player situations, moods, or preferences ChatGPT links to your game. Example: "games to play on a commute," "games for kids."
💡 A single prompt can map to multiple topics. For example, "Casual puzzle games for toddlers" maps to both Genre (Puzzle) and Context (Kids). This cross-mapping across thousands of prompts is what builds a reliable picture of your performance per topic — no single prompt determines your score.
Getting started
AI Visibility for Games is currently available as an add-on to AppTweak Enterprise plans.
Go to My Apps in AppTweak and select one of your followed games
Set your country to United States (more markets are coming soon)
Navigate to AI Visibility — data appears once the game has been mentioned in at least one AI response
Data frequency
Prompts are sent to ChatGPT on different days each week. Topic-level metrics are refreshed daily.
AI Visibility data is store-agnostic — results reflect visibility across both platforms, as players rarely specify iOS or Android.
Aggregated AI response data collected since May 19, 2026.
Measure your games' visibility in ChatGPT
AI Visibility for Games is the first AI search intelligence built specifically for mobile game discovery. More countries, insights, and capabilities are coming as we continue to build AI search intelligence for games.
Want to see how your titles perform in AI search? We'd love to show you.