How Do You Turn Competitor Research into Roadmap Opportunities?
Pick one competitor finding, such as a weakness their customers keep complaining about. Check that it is not already on your backlog. Then promote it into an opportunity named after the customer problem, with the competitor reviews attached as evidence, and match it against your own customer feedback before you prioritize it.
Why Competitor Research Never Reaches the Roadmap
The competitive research was good. It found real weaknesses in a rival's product. Then it sat in a slide deck, and the review quotes never made it into the backlog where priorities get set. When planning comes round, nobody can find the evidence again.
How Deck Moves a Competitor Finding into Your Backlog
In Deck, a competitor finding moves straight into your Opportunity Backlog with the review quotes attached as evidence. Deck can also search your own customer feedback for the same problem and attach what it finds. Promoting the same finding twice returns the existing opportunity, so the backlog does not fill with copies.
How to Add a Competitor Finding to Your Backlog in Deck
Run it yourself in Deck, or hand it to your AI agent. Same steps, same result.
- 01
Find the Finding
Open Visualize → Competitors. Pick a subtheme on the Overview tab, a weakness on the Competitors tab, or a teaser on the Opportunities tab. Each one opens in a drawer on the right.
- 02
Read the Evidence First
In the drawer, click an insight row to see its name, quote, competitor, date, and sentiment. Back returns you to the finding. Make sure it describes a real customer problem before you promote it.
- 03
Check the Backlog for a Match
Search the command palette for active opportunities by title, problem statement, or summary, or scan Build → Opportunity Backlog. If a close match exists, decide whether this finding belongs there instead of in a new item.
- 04
Promote to Opportunity
In the drawer, choose Promote to Opportunity. Name it after the customer problem, not the competitor. Leave “Find information on my own customer feedback” on so Deck also matches your own evidence.
- 05
Check the New Opportunity
Deck opens the new item in the Opportunity Backlog under Problems & Requests. The review rows show as Competitor insight. While Deck matches your own feedback, the page shows Agents at work, and more evidence can still arrive.
- 06
Plan the Next Step
From the opportunity's ⋯ menu, choose Create Initiative or Create Project when it is ready for work. If segments are on, you can scope it to a segment from the backlog table.
Promote a Competitor Finding with Your AI Agent
Prefer Claude, ChatGPT, Cursor, or another MCP client? Paste this prompt. Your agent runs the same workflow through Deck MCP and checks with you before it changes anything.
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- Deck MCP connected to your agent
Your agent starts with explore_competitors.
Agent Prompt
Paste This into Your Agent
Use Deck MCP. Fetch and follow https://docs.getdeck.io/docs/agents/workflows/competitor-finding-to-backlog.md
Competitor Finding to Backlog Checklist
## Finding[ ] Source: [Subtheme / Opportunity teaser / Selected competitor insights][ ] Competitor(s): [Rival][ ] Two review quotes read: "[quote]" / "[quote]"## Backlog check[ ] Searched the backlog for: [keyword][ ] Related opportunity: [Name and Deck link] or "none"[ ] Decision: Add to existing / Create new## Opportunity- Title: [Customer problem, not the competitor's name][ ] Match my own customer feedback: on / off## Result[ ] Competitor insights listed as evidence[ ] Own-feedback matching: finished / still running[ ] Deck link: [opportunity link][ ] Next step: [Scope to segment / Link initiative / Create Project]