End-to-end YouTube Audience Intelligence Platform leveraging Hugging Face Transformers, FastAPI, and Ollama to convert audience feedback into actionable creator insights.

🎭 BERT fine-tuned on 120K+ samples for audience intelligence. 98.78% Val F1, cross-cultural nuance detection (75.9% vs 61-67% baselines). 8-agent validation pipeline. ACL/EMNLP 2026. Python, PyTorch, Hugging Face.

Complete example: build a DOOH advertising agent using Trillboards MCP server and REST APIs. Free tier, 38 tools, real-time audience signals.

Quantcast is a San Francisco-headquartered digital advertising and audience intelligence company founded in 2006. Its flagship offering is the Quantcast Platform, an AI-driven demand-side platform (DSP) for programmatic display, video, CTV, audio, mobile, and native advertising, powered by the company's proprietary Audience Graph and Ara AI…

Open-source, local-first, privacy-first platform that turns a creator's professional network and experiences into audience intelligence and content in the creator's voice

Kana is an agentic AI growth and marketing platform that helps brands discover high-precision audiences, optimize acquisition efficiency, and stay visible across AI-driven discovery environments such as LLM answer engines, search copilots, and autonomous agents.

Covatic is a UK-based, B Corp certified advertising technology company providing privacy-preserving audience intelligence and addressability for media owners, broadcasters, publishers, and advertisers.

Codec (CODEC AI) is an AI-powered audience-intelligence consultancy that helps ambitious global brands identify, understand, and activate high-value cultural communities to accelerate growth.

Creator-owned audience intelligence, true-fan scoring, and compliant cross-platform activation.

Ranker is a consumer internet company that runs ranker.com, a crowdsourced ranking and voting platform where users vote on and create rankings across pop culture, entertainment, film, TV, music, food, sports, and other consumer topics.

Audience intelligence for Twitch and live creator campaigns — chat analysis, audience overlap, campaign planning and reporting.

Enterprise audience intelligence at scale. RFM analysis, 6 clustering algorithms, CLV, churn detection, lookalikes, neural networks. Process 1M+ customers in <1s.