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When Generalizability Breaks: Understanding Data Quality in Market Research
If it quacks like a bot, it is one. Rethinking trust, data quality, and fraud detection in modern survey research. The Duck Test No Longer Works In a city that never sleeps, even a moment can make a statement. STRATEGENCE was in Times Square thanks to Verisoul Our billboard may have only been up for a moment, but the issue it represents is not new. We've been focused on sampling and generalizability since the early days of online research, long before data quality became the
Renato Silvestre
2 days ago5 min read


Forward Embedded Intelligence: Market Research Projects to Decision Systems
Market research is at an inflection point. Organizations move faster than ever, yet many insight teams still operate through episodic projects and static reports. The future belongs to 4D Embedded Intelligence, where insight is embedded directly inside decision systems. Inspired by Palantir’s Forward Deployed Engineer model, this approach transforms research into continuous intelligence across Distribution, Delivery, Development, and Deployment.
Renato Silvestre
Mar 45 min read


4D AI-Enabled Market Research: How to Become an Insights Jedi
The 4D framework turns market research into a modern operating system. By orchestrating Distribution, Delivery, Development, and Deployment, Jedi market researchers use AI to automate routine work, amplify pattern detection, and focus human judgment where it matters most. So insight flows from who needs it to how it’s created, learned from, and deployed into products, journeys, and pricing.
Renato Silvestre
Feb 186 min read


RAG Approaches in Enterprise Market Research: Understanding the Future of AI Insights
Retrieval-Augmented Generation is reshaping how market research teams use AI, but not all RAG architectures are created equal. This article explains the differences between Vector RAG, Graph RAG, and Hybrid RAG, why Evals are essential for reducing hallucinations, and how STRATEGENCE’s RAGE approach turns AI into a decision guidance system grounded in market research rigor.
Renato Silvestre
Jan 75 min read


Here's to the Forward Ones: Celebrating Innovation and Insight
This holiday season, we’re honoring the people who move research and innovation forward. From early AI adopters to modern analytics experts, our team sees the future before it has a name. Here’s our tribute to the forward thinkers who turn insight into real direction.
Renato Silvestre
Dec 21, 20253 min read


Transforming Concept Testing Into a Predictive Decision Guidance System
Most concept testing stops at reporting scores. This article shows how organizations can transform years of research into a Predictive Decision Guidance System using advanced analytics, AI, benchmarks, and KPI levers to drive smarter, more confident innovation decisions.
Renato Silvestre
Dec 6, 20256 min read


Get 50% Off All Market Research Subscription Plans for 2026!
Black Friday just got smarter: save big on STRATEGENCE market research subscriptions while gaining powerful, data-quality–driven, AI-powered insights for 2026.
Renato Silvestre
Nov 26, 20252 min read


The Great Visibility Shift: How AI Optimization Is Changing Brand Tracking
Futureproof your brand tracking: from SEO rankings to AIO (AI Optimization) brand visibility The New Game: Treating AI as Another Audience For years, brand tracking has focused on search visibility, measuring how well a brand ranks in Google Search or performs in SEO. But that’s changing fast. As large language models (LLMs) like ChatGPT, Claude, Gemini, and many others become the go-to places for information, the question for brands isn’t just “Are we ranking?” anymore... it
Renato Silvestre
Oct 6, 20254 min read


How ChatGPT Used Van Westendorp Pricing to Set Its $20 Subscription Plan
When OpenAI launched ChatGPT, it didn’t use complex algorithms to set its price. Instead, it relied on a simple Google Form survey using the Van Westendorp Price Sensitivity Meter. That agile approach led to the $20/month Plus plan, now a SaaS benchmark. At STRATEGENCE, we enhance this method with smarter question flow and intent measures, helping companies turn customer perceptions into pricing strategies that drive adoption, revenue, and long-term success.
Renato Silvestre
Sep 20, 20255 min read
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