Commentify AI's answer

Commentify AI stands out for its real-time sentiment analysis and auto-moderation engine tailored for social media platforms like Facebook and Instagram. It doesn’t just block harmful comments—it helps brands proactively manage tone and community health.

Split Fee's answer:

Split Fee is the first purpose-built platform for split fee recruitment in the UK. Instead of relying on LinkedIn groups, WhatsApp messages, and manual agreements, agencies upload their candidates and vacancies and the platform automatically matches them across agencies.

Candidate identities are revealed gradually; anonymised at first, then progressively disclosed as both sides accept, so agencies can collaborate without the risk of circumvention.

Commentify AI's answer

Our core users are marketing teams, social media managers, and online community moderators—especially those managing high-volume comment sections across e-commerce, gaming, and influencer-driven platforms.

Split Fee's answer:

UK recruitment agencies; from boutique firms with a handful of consultants to mid-sized agencies with specialist sector coverage. Any agency that has either strong candidates without the right vacancies, or client vacancies they can't fill from their own candidate pool. Split Fee turns those dormant assets into placements.

Commentify AI's answer

Unlike generic moderation tools, Commentify AI offers AI-powered emotional intelligence, multilingual support, and customizable rules. It integrates seamlessly and delivers actionable insights that boost engagement while reducing risk.

Split Fee's answer:

Most "split fee networks" are just directories or social groups where agencies post and hope someone responds. Split Fee is an actual matching engine. It scores candidate-vacancy pairs, handles the legal agreements (non-circumvention, self-billing), automates invoicing and fee splits, and manages the entire placement lifecycle from match to payment. Everything that normally requires trust, phone calls, and spreadsheets is handled by the platform.

Commentify AI's answer

Commentify AI was born from the need to protect brands from the growing tide of toxic comments and social backlash. We set out to build a smarter layer of protection and engagement—rooted in NLP and ethical AI.

Split Fee's answer:

Abbie, our founder, knew that although split fee arrangements have existed in recruitment for decades, the process has always been manual: find a partner agency, negotiate terms, trust them with your candidate data, chase invoices. Most agencies avoid it because the overhead and risk outweigh the reward. Abbie built Split Fee to remove that friction entirely, with automated matching, progressive identity disclosure, built-in legal agreements, and automated billing, making split placements as straightforward as direct ones.

Commentify AI's answer

Our stack includes Python, Node.js, and React, with AI models powered by transformer-based NLP architectures. We use cloud-native infrastructure (AWS/GCP) for scale and speed, and integrate with Meta’s Graph API for social data handling.

Split Fee's answer:

A next-generation serverless platform, built for AWS.