Overshoot provides a real-time Vision API that brings LLM intelligence to live video. Their SDK enables developers to run Vision Language Models on live video streams with just a few lines of code, processing video and returning AI-powered results in approximately 300ms.
The world's fastest inference engine for real-time vision, enabling developers to add LLM intelligence to live video with minimal code and sub-second response times.
AI Visibility Score
Overshoot has an AI visibility score of 0/100, rated as invisible. This score reflects how often and how prominently Overshoot appears in responses from AI assistants like ChatGPT, Claude, and Gemini.
AI Perception Summary
Overshoot currently exists as a ghost brand in the AI ecosystem, failing to capture a single mention across mission-critical technical queries despite Claude showing foundational awareness of the brand in direct checks. While competitors like NVIDIA and LiveKit have become the default recommendations for real-time video inference, Overshoot is completely excluded from the decision-making cycle of CTOs and developers.
Strengths
- Brand recognition exists within Claude's latent training data, as evidenced by a #1 ranking during the brand vibe check query.
- The brand identity is clearly defined enough to be retrieved when specifically searched for, even if it lacks topical authority in broader categories.
Visibility Gaps
- Zero visibility across the 'Real-time Video AI Development' and 'Optimizing Vision Performance & Latency' categories, where NVIDIA and TensorRT dominate the conversation.
- Complete absence of presence for the 'Performance-Driven Startup CTO' and 'Accessibility-Focused Lead Developer' personas, who are currently being steered toward GPT-4o and LiveKit.
- Failure to appear in safety-critical queries such as 'real-time ai content moderation,' an area currently conceded to Clarifai.
Competitors in AI Recommendations
- TensorRT: 14 mentions
- GStreamer: 13 mentions
- NVIDIA: 13 mentions
- GPT-4o: 12 mentions
- LLaVA: 9 mentions
- LiveKit: 9 mentions
- Clarifai: 9 mentions
- Deepgram: 8 mentions
- FFmpeg: 7 mentions
- ElevenLabs: 7 mentions
- ONNX Runtime: 7 mentions
- Jetson: 7 mentions
- OpenCV: 6 mentions
- YOLOv8: 6 mentions
- NVIDIA DeepStream: 6 mentions
Categories: Software
Tags: YC25-26