Company
Transformers
Prompts where Transformers is mentioned
Brands:
Gcs,Hf Hub,
Pytorch,
Tensorflow
Brands:Hugging Face Inference Endpoints,Hugging Face Inference Api,Fastapi,
Vllm,Tgi
Brands:Vllm,Hugging Face Tgi,Nvidia Tensorrt Llm,Aws Bedrock,
Brands:Hugging Face,Hugging Face Hub,Spaces,Transformers,Diffusers
Brands:Fastapi,
Flask,
Express,
Docker,
Brands:Clip,Siglip,Openclip,Hugging Face,Openai Clip Vit Base Patch32
Brands:Python,
Playwright,
Beautifulsoup,
Lxml,
Scrapy
Brands:Zendesk,
Intercom,
Freshdesk,
Servicenow,
App Store
Brands:Meta Llama 3 3 1 3 2,Mistral Mixtral,Qwen 2 2 5,Gemma 2,Falcon
Brands:Hugging Face Hub,Transformers,Vllm,Tgi,
Ollama
Brands:Hugging Face Hub,Meta Llama,Mistral AI,Qwen,
Gemma
Brands:Llama Cpp,
Vllm,Text Generation Inference,Tensorrt Llm,
Ollama
Brands:Vllm,
Hugging Face,Hugging Face Hub,Hugging Face Cli,Hugging Face Models
Brands:Llama,Qwen,Mistral AI,
Hugging Face,W B
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (18 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.