CodeWisp

Visibility5

Vibe80

Businesses/Education Technology/CodeWisp

AI Visibility & Sentiment

CodeWisp

CodeWisp is an AI-powered game development platform that enables users to create real games in minutes without coding experience. The platform features a block editor, interactive coding courses, and a community where creators can share and play each other's games.

Active Monitoring

codewisp.ai

Education Technology YC25-26

AI Visibility Score

5/100

Invisible

Sentiment Score

80/100

AI Perception

Summary

CodeWisp faces a stark paradox: while AI models can perfectly identify the brand when asked directly, they almost never recommend it to users seeking educational game development tools. The brand's 16/100 visibility score is salvaged only by a single foothold within Claude, which identifies CodeWisp as a specialized solution for AI-powered prototyping for transitioning Roblox developers.

Value Proposition

Make your first real game in minutes using AI assistance and intuitive tools, no coding experience required. Learn programming fundamentals while creating playable games you can share with a community.

Overview

Mission

Democratizing game development by making it accessible to anyone who wants to create, regardless of coding experience.

Products & Services

AI-powered game builderInteractive coding coursesBlock-based code editorGame hosting and sharing platformCommunity discussion forums

Agent Breakdown

AI Platforms

How often do different AI platforms reference CodeWisp?

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Conversation Analysis

Topics

What conversations is CodeWisp included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend CodeWisp to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Beginner Game Creation & Education(2 queries)

“I want to learn how to make games but I don't know any code, where should I start?”

0/4 platforms mentioned

ChatGPT

1.Construct 3

2.RPG Maker

3.Buildbox

4.Stencyl

5.Unreal Engine

+26 more

Claude

1.Unity

2.Unreal Engine

3.Blueprints

4.Godot

5.Construct

+1 more

Gemini

1.Construct 3

2.GDevelop

3.GB Studio

4.Game Boy

5.RPG Maker MZ/MV

+10 more

AI Overviews

1.Creative Bloq

2.GDevelop

3.Construct 3

4.GameMaker

5.Unreal Engine

+7 more

“best sites for a 13 year old to learn coding by making real video games, specific recommendations please”

0/4 platforms mentioned

ChatGPT

1.Swift Playgrounds

2.Codea

3.Scratch

4.Hopscotch

5.Roblox

+12 more

Claude

1.Unity Learn

2.Godot Engine

3.Unreal Engine

4.Epic

5.Construct 3

Gemini

1.Scratch Jr

2.iPad Pro

3.Swift Playgrounds

4.MakeCode

5.Construct 3

+10 more

AI Overviews

1.Roblox Studio

2.Unity Playground

3.Unity engine

4.Godot Engine

5.Construct 3

+6 more

AI Powered Development & Prototyping(1 query)

“are there any ai tools that help you build a playable video game in just a few minutes?”

0/4 platforms mentioned

ChatGPT

1.AI Dungeon

2.Latitude

3.Twine

4.Ink

5.GitHub Copilot

+17 more

Claude

1.Roblox Studio

2.Unreal Engine

3.Unity

4.Scenario.com

5.Inworld

+5 more

Gemini

1.Rosebud AI

2.FRVR AI

3.FRVR Forge

4.Ludo.ai

5.Claude 3.5 Sonnet

+10 more

AI Overviews

1.Rosebud AI

2.Ludo.ai

3.GDevelop

4.Replit AI Game Builder

5.Gambo AI

+7 more

Game Creation Platform Comparison(1 query)

“what are the most trusted game development platforms for students and teens right now?”

0/4 platforms mentioned

ChatGPT

1.Scratch

2.Microsoft MakeCode Arcade

3.Meowbit

4.Roblox Studio

5.Roblox

+20 more

Claude

1.Unity

2.Unreal Engine

3.Godot

4.Scratch

5.Construct

+4 more

Gemini

1.Scratch

2.MIT Media Lab

3.Microsoft MakeCode Arcade

4.Meowbit

5.Adafruit PyBadge

+11 more

AI Overviews

1.Scratch

2.MIT

3.Microsoft MakeCode Arcade

4.JavaScript

5.Python

+10 more

Publishing, Hosting & Community(1 query)

“where can I host my small indie games for free and get feedback from other people?”

0/4 platforms mentioned

ChatGPT

1.itch.io

2.Game Jolt

3.Newgrounds

4.Kongregate

5.GitHub Pages

+13 more

Claude

1.itch.io

2.GitHub Pages

3.Git

4.GitHub

5.Ludum Dare

+4 more

Gemini

1.Itch.io

2.Game Jolt

3.Newgrounds

4.GX.games

5.Opera GX

+8 more

AI Overviews

1.Itch.io

2.Game Jolt

3.Newgrounds

4.Kongregate

5.Roast My Game

+1 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

The brand successfully passed the vibe check across all tested platforms, including ChatGPT and Gemini, meaning the AI models have correctly indexed the brand's core identity.

Strength

Claude recognizes CodeWisp as a top-5 recommendation for AI-powered development and prototyping, specifically for the Transitioning Roblox Developer persona.

Gap

Total absence from the 'Homeschooling Tech Parent' and 'STEM Program Coordinator' personas, which are critical segments for EdTech growth.

Gap

Zero visibility on ChatGPT and Gemini for non-branded queries, allowing legacy competitors like Scratch and Roblox Studio to dominate the recommendation engine.

Gap

Complete failure to appear in high-intent queries regarding 'beginner game creation' and 'coding for 13 year olds,' where competitors like Unity and Godot are mentioned up to 36 times.

Opportunity

Leverage the existing recognition in Claude to double down on the 'AI-assisted coding' niche, where larger legacy competitors may be slower to adapt.

Opportunity

Target the Roblox developer migration path, as this is the only persona where the brand currently shows a positive recommendation signal.

Technical Health

Site Health for AI Visibility

How well CodeWisp's website is optimized for AI agent discovery and comprehension.

91/100

19 passed 2 warnings 1 issues

Audited 2/27/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

H3 used without H2 — heading levels are skipped

Use headings in order (H1 → H2 → H3). Don't skip levels.

Want a full technical audit with AI-specific recommendations?

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Brand Identity

Brand Voice & Style

How AI perceives CodeWisp's communication style and personality

CodeWisp communicates with an energetic, encouraging tone that makes coding feel fun and achievable. The brand speaks directly to young creators with casual, friendly language that celebrates creativity and experimentation. There's an emphasis on instant gratification and quick wins, making complex concepts feel approachable. The voice balances playfulness with genuine educational value, never talking down to users while keeping things light and engaging.

Core Tone Traits

Encouraging & Empowering

Celebrates user achievements and makes everyone feel capable of creating

Playful & Energetic

Uses casual language, emojis, and gaming culture references to connect with young audiences

Accessible & Beginner-Friendly

Breaks down complex concepts into simple, digestible pieces without jargon

Community-Focused

Emphasizes sharing, collaboration, and learning from fellow creators

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of CodeWisp

Unity36 mentions

Godot27 mentions

Construct 325 mentions

itch.io21 mentions

GDevelop21 mentions

Unreal Engine19 mentions

Scratch17 mentions

Roblox Studio15 mentions

Steam12 mentions

Unity Learn10 mentions

CodeWisp1 mention

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

How to Make Games Without Programming: 10 No-Code Tools

https://kaopiz.com/en/articles/make-games-without-programming/

Referenced in 1 query

Review

Beginning game development without ANY experience?

https://www.reddit.com/r/gamedev/comments/1hmqkkv/beginning_game_development_without_any_experience/

Referenced in 1 query

Join Discussion

i know nothing about coding or game development ... - Reddit

https://www.reddit.com/r/gamedev/comments/15idsnd/i_know_nothing_about_coding_or_game_development/

Referenced in 1 query

Join Discussion

No Code Game Makers for Beginners: Top Tools & Guide - Genies

https://genies.com/ko/blog/best-no-code-game-makers-for-beginners-a-comprehensive-guide

Referenced in 1 query

Review

Do I Need C++ for Unreal Engine? 2026 Guide - Visual Assist

https://www.wholetomato.com/blog/do-i-need-to-know-c-for-unreal-engine/

Referenced in 1 query

Review

5 engines to build games without coding - Packt

https://www.packtpub.com/en-us/learning/how-to-tutorials/5-engines-build-games-without-coding

Referenced in 1 query

Review

GDevelop: Free, Fast, Easy Game Engine - No-code, AI ...

https://gdevelop.io/

Referenced in 3 queries

Review

I don't know where and what to do in order to start developing ...

https://www.quora.com/I-dont-know-where-and-what-to-do-in-order-to-start-developing-games-I-have-0-programming-knowledge-and-zero-unity-knowledge-What-should-I-do

Referenced in 1 query

Join Discussion

Which is the best game engine for beginners that haven't had ...

https://www.quora.com/Which-is-the-best-game-engine-for-beginners-that-havent-had-any-experience-in-programming

Referenced in 1 query

Join Discussion

How to make YOUR dream game with no experience - YouTube

https://www.youtube.com/watch?v=hqbmKtal_ac

Referenced in 1 query

Pitch Story

Best easy-to-use game engine for someone with no experience with ...

https://www.reddit.com/r/GameDevelopment/comments/1ptcm0q/best_easytouse_game_engine_for_someone_with_no/

Referenced in 1 query

Join Discussion

indie devs pick their favourite no-code game maker apps

https://www.creativebloq.com/3d/video-game-design/leading-indie-devs-recommend-their-favourite-no-code-game-engines

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Execute a targeted 'Roblox to CodeWisp' content strategy focused on API-specific comparisons and migration benefits.

Claude already shows a positive affinity for this persona (8% mention rate); reinforcing this connection can solidify a beachhead in a niche where the brand is already known.

Impact: High

Inject high-authority educational and homeschooling keywords into the brand's core technical documentation and landing pages.

The 0% visibility with STEM coordinators and parents suggests that the brand's current corpus of data is too technical and lacks the educational framing AI models need to categorize it for these personas.

Impact: High

Increase external PR and third-party mentions on 'best game engines for students' lists to trigger ChatGPT and Gemini citations.

The 0% mention rate on ChatGPT and Gemini indicates a lack of 'trust signals' from the authoritative third-party domains these models prioritize for recommendations.

Impact: Medium

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