Hardshell
hardshell.aiHardshell provides data-layer security solutions for AI and machine learning systems, focusing on protecting the foundational integrity of datasets. The platform detects upstream threats such as data poisoning and leakage before model training begins, ensuring robust defense against synthetic content risks. It offers a model-agnostic approach to secure diverse data modalities, including LLMs, computer vision, and tabular ML.
LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.
Normalized 0–100 · last 8 weeks
DataForSEO API
Get LLM mention data of any company via DataForSEO API
Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.
How to get LLM mention data →// Fetch Hardshell mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Hardshell", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
