ShelfOptix
shelfoptix.comShelfOptix is a fully managed shelf intelligence platform that combines syndicated robotic scanning with AI analytics to provide real-time visibility into retail store shelves. The service detects out-of-stock items, phantom inventory, planogram violations, and price discrepancies by deploying robots escorted by trained associates. It offers retailers and CPG brands actionable data to recover lost revenue without requiring capital investment in hardware.
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 ShelfOptix mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "ShelfOptix", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
