Audience Feedback Doubling Loop
Let audience behavior choose what to repeat, test, and release
- Difficulty
- Moderate
- Time to result
- ~ongoing to results
- Steps
- 6
- Confidence
- 96%
The Audience Feedback Doubling Loop treats every post as evidence about audience demand. Publish a specific format, topic, or message, then examine both quantitative and qualitative signals: engagement, views, profile activity, inquiries, and what viewers say made the post resonate. Compare patterns across multiple posts rather than defending the result you expected. When a pattern repeatedly delivers useful attention or leads, increase its share of output. When it repeatedly misses, release it. Continue introducing controlled tests so the strategy evolves instead of freezing around yesterday's winner. The loop is audience-centered, not ego-centered: the creator's personal belief that a post should perform does not overrule the response. Its mechanism is cumulative adaptation, using repeated feedback to allocate more effort to content that creates relevance, trust, and qualified visibility.
Origin
After casual LinkedIn videos unexpectedly performed well, Shanae Murray asked viewers why they watched despite poor image and sound quality. Their answers highlighted authenticity, and she continued using numbers and audience response to double down on what worked.
Core principles
- 01Use observed audience behavior over personal attachment
- 02Double down on formats and topics that repeatedly work
- 03Release what consistently fails
- 04Keep testing so a winning pattern does not become complacency
- 05Serve audience needs before creator preferences
How to run it
- 1
State the test
Choose one format, topic, message, or publishing behavior to test so the result can teach you something specific.
Pro tip Change fewer variables when you need a cleaner comparison.
- 2
Publish consistently
Create enough observations to distinguish a recurring pattern from a lucky or unlucky post.
Pro tip Start at a cadence you can sustain, then increase gradually.
Watch out Do not call one viral post a strategy.
- 3
Read the behavior
Track reach and engagement alongside profile visits, conversations, and qualified leads.
Pro tip Match metrics to the business outcome the content is meant to create.
Watch out High reach without relevant action may be a false winner.
- 4
Ask why
Use comments, messages, or direct questions to understand why surprising content connected or failed.
Pro tip Audience language can reveal the mechanism hidden behind a metric.
- 5
Double or release
Allocate more output to repeatedly successful patterns and stop investing in patterns that consistently miss.
Pro tip Judge patterns across a useful sample rather than personal preference.
Watch out Do not abandon a sound hypothesis before it receives a fair test.
- 6
Add the next experiment
Keep one part of the content mix exploratory so the strategy continues adapting to changing audience needs.
Watch out Scaling only yesterday's winner can create complacency.
In the wild
Shanae's first LinkedIn videos performed well even though their image and sound quality were poor. She asked viewers why they responded and heard that she felt real and that the message mattered. She continued the casual format while others used a more corporate presentation.
→ Qualitative feedback explained the quantitative result and revealed authenticity as a differentiating pattern.
Common mistakes
Optimizing for one number
Engagement can be useful, but business content also needs to create relevant profile visits, conversations, or leads.
Arguing with the result
Personal conviction that a post deserved attention does not make it relatable to the audience.
Stopping after a win
A winner should receive more investment, but the creator must continue testing instead of becoming complacent.
Is it for you?
Best for
Creators and brands publishing often enough to compare patterns across formats, topics, and messages.
Not ideal for
Low-volume accounts with too little evidence or teams optimizing only for vanity engagement.
From the transcript
“i'm the type of person that i double down on what works and i release what doesn't”
“i'm super hyper focused on my audience”
“i determine that through numbers”
From the episode
Shanee Moret: Build a Community
Shanee Moret