06 / Research & Opportunity Intelligence
Researching the opportunity before writing the proposal.
Most proposal teams start writing the moment an RFP arrives. I developed an AI-assisted research workflow that starts earlier: understanding the client, the real challenge, and the competitive context, then deciding how to pursue it.
- Used at
- Ruhnau Clarke Architects
- My role
- Marketing Director
- Status
- Independently developed; used on live pursuits at Ruhnau Clarke
- Draws on
- Strategy
- Story (not a focus)
- Systems
- Capabilities
- Client researchOpportunity intelligencePositioningPursuit strategyHubSpotAI-assisted research
Illustration
Understand first, then decide how to pursue
Start
An opportunity
An RFP, a lead, or a client worth getting to know.
Research
The client and the opportunity
AI-assisted investigation of the organization, its underlying challenge, and the competitive context.
Synthesize
A positioning overview
What matters to this client, and where the firm fits.
Connect
Relevant project experience
Past work that may speak to this client’s situation.
Where the research goes
Pursuits
Proposal positioning
How to frame the response, and whether and how to pursue.
Business development
Client intelligence in HubSpot
Informs business development and nurturing content.
The challenge
The tension
An RFP tells you what a client is asking for. It doesn’t always tell you why, what’s really driving the project, or who else is likely to be in the room.
When the clock starts on a deadline, teams tend to go straight to the response. The strategy gets worked out while writing, if it gets worked out at all, and the proposal ends up answering the questions without ever addressing the problem.
The strategy
Move the strategy upstream
This is the same instinct that runs through all of my work: start with the customer, not with what you want to say about yourself. The workflow simply makes that step deliberate and repeatable.
Before deciding how to pursue an opportunity, it answers three questions.
The client
“Who are they, really?”
The organization, its priorities, and the pressures it is living with.
The challenge
“What’s underneath the request?”
The problem behind the RFP, which isn’t always the one written in it.
The context
“Where do we fit?”
The competitive landscape, and the experience that makes the firm relevant.
The output is a positioning overview and a set of potentially relevant projects: a starting point for strategy, not a finished answer.
In practice
How it was used
I developed this workflow independently. I then used it on live pursuits at Ruhnau Clarke Architects in two ways: to inform proposal positioning, and to build client intelligence in HubSpot that informed business development and nurturing content.
That second use matters. Research done for one proposal doesn’t disappear when the deadline passes. It becomes part of what the firm knows about the client for the next conversation.
The role of AI
Legwork, not judgment
AI is useful here for what it does well: gathering and summarizing a lot of information quickly. Deciding what the research means, and what to do about it, is still the strategic work.
My contribution
What I built
The research approach, the workflow, and the format of the positioning overview, along with putting it to use on live pursuits and in HubSpot client intelligence.
The best proposal strategy starts before the RFP. This is a practical way to get there.
The work
Explore more work.
Brand, story & strategy
- 01Brand Strategy & ExperienceFirefighters Community Credit UnionNot just for firefighters.
- 02Strategic Marketing & DifferentiationRuhnau Clarke ArchitectsA different kind of proposal.
- 03Brand Voice & Demand GenerationNBS Government Finance GroupLess labor, more wins.
- 04Content Strategy & StorytellingRuhnau Clarke ArchitectsSeeing it from their side.
Systems building
- 05Information Organization & RetrievalRuhnau Clarke ArchitectsMaking project information searchable.
- 06Research & Opportunity IntelligenceRuhnau Clarke ArchitectsYou’re reading this one
- 07Marketing Workflow & AutomationNBS Government Finance Group, Ruhnau Clarke Architects, Firefighters Community Credit UnionBuilding better marketing workflows.
Start a conversation
Ready to see it differently?