OPENFUNNEL MARKET SIGNALS

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CATEGORY | COMPANIES | SUMMARY

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AI Code Review | 565 | Companies integrating AI into code review workflows, signaling investment in automated PR analysis and developer quality tooling.

AI-Native ERP | 260 | Companies implementing or replacing ERP systems including NetSuite and payroll integrations, signaling major operational modernisation.

Document Intelligence | 187 | Companies deploying AI-powered document processing and extraction, from active evaluation to full intelligent document understanding.

GEO | 2,699 | Companies building GEO and AI SEO functions to surface in AI-driven answer engines and generative search results.

Inference | 274 | Companies fine-tuning LLMs and building domain-specific models, moving from generic AI adoption to proprietary high-accuracy deployment.

LLMOps | 111 | Companies integrating LLM observability to monitor and trace production AI systems, signaling maturing at-scale LLM operations.

Physical AI | 259 | Companies collecting real-world training data and building data labelling pipelines to advance robotic systems and embodied AI.

Product Analytics | 49 | Companies setting up user event capturing infrastructure to power growth experimentation and behavioural product insights.

Startups | 167 | Fast-moving companies adopting Deel for global HR and payroll, signaling distributed team growth and modern workforce operations.

Vector DB | 2,603 | Companies integrating fast vector databases and semantic search indexing for AI-native retrieval and e-commerce product discovery.

Vibe Coding | 167 | Companies adopting intent-driven AI coding tools for internal automation, MVP building, and GTM productivity.

Voice AI | 690 | Companies adding Voice AI, STT, and TTS to products and customer service, making voice a first-class interaction layer.