Advice-Triangulation Challenge Network
Turn independent ratings and advice into reliable improvement signals
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 5
- Confidence
- 99%
Build a small challenge network of people who understand the domain, understand you, and want to help. Send each person the same work and ask for an independent numerical rating plus advice on how to improve it. The wording matters: feedback directs attention to what happened and often turns respondents into cheerleaders or critics, while advice directs attention toward a better future and invites coaching. Once responses arrive, compare them rather than obeying any single voice. An isolated suggestion may reflect personal taste; the same point raised independently by several trusted reviewers is a stronger quality-control signal. This process protects learning from both ego and overreaction, while preserving your own judgment about advice that does not fit.
Origin
Grant developed the approach while improving as a writer and public speaker, then formalized it through a challenge network that independently scores his work and advises him how to improve.
Core principles
- 01Ask for future-facing advice rather than past-facing feedback
- 02Independent judgments reduce social influence
- 03Repeated patterns matter more than isolated taste
- 04Trusted coaches reveal potential instead of merely praising or attacking
How to run it
- 1
Choose qualified challengers
Recruit several people who are knowledgeable in the relevant domain, know enough about you or the audience, and genuinely want to help.
Pro tip Mix perspectives while keeping the reviewers credible.
Watch out Popularity and seniority do not guarantee useful judgment.
- 2
Request independent ratings
Ask each reviewer to score the work separately before seeing anyone else's reaction. A rating establishes how much revision may be needed.
Pro tip Use the same scale and prompt for every reviewer.
Watch out Group review can create conformity before genuine judgments emerge.
- 3
Ask for advice
Replace 'What feedback do you have?' with a future-facing request such as 'What is one suggestion for how I could improve this?' This invites the person to coach rather than judge.
Pro tip Ask for one concrete change to reduce vague responses.
Watch out Do not defend the work while gathering advice.
- 4
Triangulate the responses
Sort suggestions into repeated themes and isolated opinions. Treat independent convergence as a stronger signal than one person's preference.
Pro tip Preserve the original wording so you do not erase meaningful differences.
Watch out Consensus can still be wrong if the network lacks diversity or expertise.
- 5
Revise with judgment
Prioritize common patterns, test the changes, and consciously accept or reject isolated advice. Explain your reasoning to yourself rather than reacting from ego.
Pro tip Return to reviewers when a major overhaul changes the work's structure.
Watch out Ignoring every uncomfortable suggestion defeats the purpose of a challenge network.
In the wild
When Grant asked audiences for feedback, he received blank reactions. After asking for advice, people suggested tailoring examples to their industry or region and adding personal stories alongside evidence. Those concrete suggestions changed how he presented.
→ A future-facing question produced actionable coaching instead of silence.
Grant asks challenge-network members to rate work independently. If only one person raises a concern, it may be taste; if four independently offer the same pointer, he treats it as an opportunity for quality control and pays much closer attention.
→ Independent convergence distinguishes a probable defect from an isolated preference.
Common mistakes
Asking only for feedback
The question anchors reviewers in the past and often elicits praise, blame, or vague judgment instead of a useful next move.
Using one trusted voice
One person's recommendation may reflect taste, blind spots, or a method that works for them but not for you.
Counting agreement after discussion
Agreement is weaker evidence when reviewers influenced one another before forming independent views.
Is it for you?
Best for
Writers, speakers, leaders, and creators revising work that benefits from outside judgment.
Not ideal for
Decisions requiring one accountable expert or a single authoritative compliance ruling.
From the transcript
“the way that you get people to coach you is you shift your questions from feedback to advice”
“I'll ask them all to do their independent rating and then give me some advice about how to improve”
“if four different people give me the same pointer guess what that is a an opportunity for quality control”
From the episode
Adam Grant: Top Organizational Psychologist Explains How to Discover Your Hidden Potential in 2024
Adam Grant