Reforged Labs vs Alphabet Inc.

Side-by-side comparison of AI visibility scores, market position, and capabilities

Alphabet Inc. leads in AI visibility (91 vs 30)
Reforged Labs logo

Reforged Labs

EmergingGaming

General

AI video ad platform for gaming companies turning gameplay footage into polished ads; DCM-backed growing from $1.5M to $3.2M revenue competing with Smartly.io for gaming ad creative.

AI VisibilityBeta
Overall Score
D30
Category Rank
#830 of 1158
AI Consensus
73%
Trend
up
Per Platform
ChatGPT
29
Perplexity
38
Gemini
34

About

Reforged Labs is an AI-powered video advertising platform for gaming companies — transforming live gaming content, gameplay footage, and existing creative assets into polished video advertisements using generative AI, automated video editing, and recommendation systems that identify the most engaging clips for ad performance. Founded in 2021, Reforged Labs raised $3.9 million in seed funding led by DCM Ventures in August 2024, growing revenue from $1.5 million to $3.2 million in 2024, serving gaming enterprises looking to produce video marketing content at scale.\n\nReforged Labs' platform enables gaming marketing teams to upload raw game footage, livestream recordings, or developer assets and produce high-quality video ads in minutes — the AI identifies highlight moments, applies branding and text overlays, formats for different ad placements (YouTube pre-roll, TikTok, Meta), and optimizes creative variations for A/B testing. This reduces the production cost and time for gaming ad creative from days of manual editor work to automated generation, enabling gaming companies to test more creative variations and iterate faster on what works.\n\nIn 2025, Reforged Labs competes in the AI video ad creation market with Waymark, Smartly.io (ad automation), and gaming-specific creative platforms for automated video advertising production. The gaming industry spends billions annually on user acquisition advertising, with video ads on mobile platforms being the primary performance marketing channel for game publishers. The demand for video creative at scale (hundreds of variations to test) creates a perfect use case for AI-powered generation. The DCM Ventures backing provides access to the firm's gaming and consumer technology network. The 2025 strategy focuses on deepening gaming vertical capabilities, adding performance prediction models that recommend which creative variations will convert best based on historical data, and expanding to mobile game publishers beyond the initial enterprise gaming company customers.

Full profile
Alphabet Inc. logo

Alphabet Inc.

LeaderCommunications

General

Mountain View AI and digital advertising conglomerate (NASDAQ: GOOGL) $350B FY2024 revenue (+15%); Google Search 90%+ share, Google Cloud $43.2B (+30%), Gemini AI, DOJ monopoly ruling 2024.

AI VisibilityBeta
Overall Score
A91
Category Rank
#14 of 1158
AI Consensus
63%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
99
Gemini
86

About

Alphabet Inc. is a Mountain View, California-based technology conglomerate — publicly traded on the NASDAQ (NASDAQ: GOOGL, GOOG) as an S&P 500 Information Technology component — operating as the holding company for Google (Search, YouTube, Google Ads, Gmail, Google Cloud, Android, Chrome, Maps, Play Store, Workspace), and Other Bets (Waymo autonomous vehicles, DeepMind AI research, Verily life sciences, Wing drone delivery, Google Fiber) through approximately 183,000 full-time employees. In fiscal year 2024, Alphabet reported revenues of $350 billion (+15% year-over-year), with Google Services (Search, YouTube, Google Play, subscriptions) generating $307 billion, Google Cloud generating $43.2 billion (+30%), and Other Bets $2.0 billion, while generating $100 billion in net income — reflecting Alphabet's position as one of the highest-profit companies in history, funded by Google Search's advertising monopoly (processing 8.5+ billion searches daily, commanding 90%+ global search market share). CEO Sundar Pichai has prioritized Alphabet's AI-first transformation: the 2024 launch of Gemini Ultra 1.0, Gemini 1.5 Pro (1 million token context window — largest at launch), and Gemini 2.0 Flash positioned Google as a competitive AI frontier model lab alongside OpenAI, following the ChatGPT disruption that temporarily threatened Google's search advertising dominance in 2023. Google Cloud's Vertex AI platform (enterprise AI model deployment with Gemini, Llama, and third-party models) and Google Distributed Cloud (air-gapped government cloud) compete directly with Microsoft Azure AI and AWS SageMaker for enterprise AI workload contracts. Waymo's commercial robotaxi operations in San Francisco, Phoenix, and Los Angeles (Waymo One — fully driverless rides, generating revenue and operational data) represent Alphabet's highest-upside long-duration investment.

Full profile

AI Visibility Head-to-Head

30
Overall Score
91
#830
Category Rank
#14
73
AI Consensus
63
up
Trend
stable
29
ChatGPT
88
38
Perplexity
99
34
Gemini
86
40
Claude
95
38
Grok
99

Key Details

Category
General
General
Tier
Emerging
Leader
Entity Type
brand
company

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.