Strong firms don’t wait for RFPs—they see work coming years in advance. This topic teaches how to identify early signals, gather intelligence, and understand where your market is heading.
Conducting Market Research focuses on helping technical professionals move from reactive pursuit to proactive awareness. Instead of relying on late-stage procurement notices, this topic teaches how to detect early signals of upcoming work through public announcements, client conversations, and industry networks. It combines practical systems—such as RSS feeds and AI filtering—with human intelligence gathered directly from clients and trusted contacts. The emphasis is on building a repeatable approach to understanding where the market is going, not just where it is today. By developing a strong knowledge network and consistent research habits, teams can anticipate opportunities, position themselves earlier, and make more strategic decisions about where to invest their time and effort.
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A quick, written synopsis on a topic, no more than 1200 words.
An informative video on a subject, no more than 20 minutes long; most are under 10 minutes.
A filmed or audio interview with a professional in the AEC industry.
20 brief activities completed daily, weekly, or monthly to build habits around a topic.
A group activity designed to plan, strategize, explore, or develop procedures.
A document, spreadsheet, or drawing that supports a task or exercise.
my library units
If you'd like to contribute new units to the library, go to your dashboard under the "contribute to the library" tab. Complete the form for your unit, which could be an article, video, interview, prompt set, template or exercise. Choose up to two topics for each unit. Your contributions will show here under "my library units".
Twennie's library units
VIDEO: Conducting Market Research 1, Part A - A Look at AI and RSS Feeds
AUTHOR
Twennie Founders
This video shows technical consulting teams how to build an early-stage market research engine focused on the next five to ten years. Use RSS feeds plus AI to collect, filter out procurement notices, and extract key facts (owner, budget, phase, location, timing). Add media, agency portals, trade publications, and tools like Google Alerts or Meltwater. Automate with no-code pipelines that publish concise signals to dashboards. Convert every signal into action through Twennie prompt sets. Anyone—junior engineers, proposal coordinators, or dedicated researchers—can run it.
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VIDEO: Market Research 1 - Part B, Filtering RSS Data Using AI
AUTHOR
Twennie Founders
This video demonstrates how to transform a stream of headlines from Feedly into meaningful market insight. Instead of reading every article in detail, we focus on identifying patterns across funding announcements, planning activity, and emerging infrastructure signals. By clustering these signals and organizing them by timeline, engineers can better understand where future work is developing. The process emphasizes speed, pattern recognition, and strategic thinking—helping professionals move upstream, anticipate demand, and position themselves for capture.
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VIDEO: Conducting Market Research 2 - Getting Knowledge Directly from Clients
AUTHOR
Twennie Founders
This video forms part of an important Twennie series about conducting market research. The series explores online research, research through a knowledge network, and using AI to filter results and produce reports department heads can use to conduct strategic planning. This video explains how to get market intelligence directly from the clients at times when projects are being planned but not yet available as RFPs. This provides a competitive advantage because it allows for positioning activities like pull marketing, social media strategies, and more.
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VIDEO: Conducting Market Research 3 - Building a Knowledge Network
AUTHOR
Twennie Founders
This video explains an essential step in your research, tapping into unwritten and un-posted knowledge that confirms what you're learning from media sources. This comes from people on the inside of the funding and planning process, working in government, planning, journalism, municipal organizations and inside the communities themselves. They can confirm things you've found online and point you in important directions for further study. The template accompanying this video gives you a handy place to keep this knowledge next to your online efforts.
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VIDEO: How to Use Nuggets in the Twennie Mine to do Market Research
AUTHOR
Twennie Founders
This video explains how to use nuggets and the Twennie Mine to move beyond reactive RFP tracking and build early awareness of future project opportunities. Nuggets capture small signals—funding announcements, policy shifts, studies—and turn them into trackable intelligence. By organizing, assigning, and attaching prompt sets to nuggets, teams create consistent monitoring habits that lead to meaningful action.
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VIDEO: Hiring a Research Professional
AUTHOR
Twennie Founders
This video explains how technical services firms can successfully hire and integrate a research professional into their organization. It explores whether research should become a dedicated role, what responsibilities that person should handle, and how they can support strategic planning through signal gathering, interpretation, and human research. The video also discusses workload expectations, internal reporting relationships, candidate qualities, training approaches, and long-term career development.
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educational
PROMPT SET: Signals to Strategy: Turning Market Research into Real Opportunities
AUTHOR
Twennie Founders
This prompt set teaches technical professionals how to move beyond reactive opportunity tracking and begin identifying work before it reaches procurement. Through structured exercises, learners build systems to capture early signals using RSS feeds, AI tools, and industry sources. They practice conducting client conversations to uncover future work, expand their networks strategically, and capture insights that matter. The set also guides users in turning raw information into actionable steps through nuggets, prompts, and internal discussions.
why should I register for this prompt set:
to put market research knowledge into action
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educational
PROMPT SET: Monitoring My Nugget - Three Months
AUTHOR
Twennie Founders
Over three months, this prompt set guides you through actively monitoring a Nugget to determine whether it is becoming a real opportunity. You’ll combine web research, conversations, internal insight, and pattern recognition to test your assumptions and track meaningful signals. Rather than passively observing, you’ll take small, focused actions to uncover timelines, decision-makers, and early indicators of movement. By the end, you’ll have a clearer, evidence-based understanding of whether the opportunity is advancing—and what your next move should be.
why should I register for this prompt set:
to monitor a Twennie nugget over three months and update information as it becomes available
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educational
PROMPT SET: Monitoring My Nugget - Six Months
AUTHOR
Twennie Founders
Over six months, this prompt set progresses from monitoring to interpretation and positioning. You’ll reassess earlier assumptions, analyze emerging patterns, and evaluate how the opportunity is evolving within its broader context. Through deeper research, conversations, and comparison to similar projects, you’ll clarify timelines, client intent, and potential barriers. The focus moves toward strategic thinking—understanding competitors, refining your firm’s angle, and identifying early engagement opportunities. By the end, you’ll make a clear decision: pursue, monitor, or pause—and define how to position yourself effectively if the opportunity advances.
why should I register for this prompt set:
to monitor and update a nugget in the Twennie mine over six months
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educational
PROMPT SET: Monitoring My Nugget - One Year
AUTHOR
Twennie Founders
This prompt set designed to monitor a nugget gradually shifts from analysis to action. You’ll confirm whether the opportunity is real, identify its current stage, and engage directly with the people shaping it. The focus turns to positioning—understanding competitors, refining your win angle, and closing gaps in your approach. You’ll anticipate procurement, test your messaging, and prepare for a rapid response. By the end, you’ll make a clear pursuit decision and define how your team will position itself to compete effectively—and win if the opportunity moves forward.
why should I register for this prompt set:
to monitor and update a nugget in the Mine over one year
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EXERCISE: The Triple Dome Exercise for Market Research
AUTHOR
Twennie Founders
The Triple Dome Exercise helps teams move beyond surface-level research by transforming a single piece of market intelligence into strategic direction. Participants analyze an opportunity across three layers—project, program, and economy—to uncover patterns, funding drivers, and future trends. The exercise then pushes teams to interpret what it means for their business, including who to engage, what to pursue, and how to position themselves.
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TEMPLATE: Market Research Template and Workbook
AUTHOR
Twennie Founders
This workbook is a companion to the Conducting Market Research series. All the research tools and techniques you see in the videos of that series appear in this template with added worksheet features like tables, lists, suggested filtering approaches, and appendixes that support ongoing research data gathering, analysis and reporting.
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