Browsing: AI
A practical framework for using retrieval-augmented generation to catch false product claims before creators ever see a brief.
RAG cuts hallucinated claims in AI creative briefs by grounding outputs in verified brand data, not model guesswork.
A fine-tuned 3B model can outperform GPT-5 on creator brief tagging and compliance scanning, at a fraction of the cost.
A 3B-parameter model can tag briefs and draft captions cheaper and more accurately than GPT-5. Here’s when to make the switch.
A diagnostic framework for brands whose AI marketing tools underperform because data quality never caught up to adoption speed.
Nearly half of AI marketing deployments underperform because brands scale models on broken identity data, not because the AI is weak.
Marketing attribution is moving from dashboards to prescriptive engines that decide budget shifts in real time, not just report on them.
Google Business Profile now beats website traffic as an AI local search ranking signal — here’s how to fix NAP consistency before Q1 audits.
A practical framework for auditing how ChatGPT, Perplexity, and Google AI Overviews represent your brand, with steps brands can run monthly.
If your business name, address, and phone number don’t match across the web, AI engines won’t cite your brand. Here’s why identity resolution matters now.