Talk to the City
talktothe.cityTalk to the City is an open-source AI platform designed to transform large-scale public input into nuanced, auditable insights for civic dialogue and organizational coordination. It utilizes large language models to identify themes while grounding every summary directly in participant quotes to ensure accuracy and trust. The tool supports public sector policy-making, enterprise decision-making, and community deliberation by converting qualitative data from surveys and interviews into actionable reports.
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 Talk to the City mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Talk to the City", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
