Interest–Recency–Relationship Model
Design Instagram content around the three signals that govern visibility
- Difficulty
- Easy
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 97%
The model explains Instagram visibility through three interacting signals: interest, recency, and relationship. Interest reflects a person's past behavior around similar content and helps the platform predict what that person may want next. Recency favors newer posts, making consistent publication more useful than sporadic bursts. Relationship estimates closeness through actions such as comments, tags, shares, replies, and prior interactions. A business applies the model by creating material aligned with demonstrated audience interests, publishing while the content is timely, and prompting genuine exchanges that strengthen relational signals. The resulting engagement gives Instagram evidence that the account matters to particular followers, increasing the likelihood that those followers will encounter its future content.
Origin
Extracted from The Jasmine Star Show as Jasmine Star explained Instagram's algorithm during a live business-marketing keynote.
Core principles
- 01Instagram personalizes distribution according to individual behavior
- 02Relevant content must match demonstrated audience interests
- 03Consistent publishing improves the chance of satisfying recency
- 04Comments, tags, shares, and messages signal relationship strength
- 05Follower count alone does not guarantee visibility
How to run it
- 1
Identify Demonstrated Interests
Study which subjects, formats, and examples your audience has previously liked, saved, shared, or discussed. Use those behaviors as evidence rather than relying only on assumptions.
Pro tip Look for recurring patterns across several successful posts.
Watch out Do not confuse a single viral post with a durable audience interest.
- 2
Create Relevant Content
Develop content that connects the business's expertise with those demonstrated interests. Give followers a recognizable reason to stop, watch, save, or respond.
Pro tip Repeat a proven topic with a fresh example or angle.
Watch out Chasing unrelated popular topics can attract attention that does not strengthen the business.
- 3
Maintain Recency
Publish on a sustainable schedule so the account regularly supplies current content. Favor consistency over rare clusters followed by long periods of silence.
Pro tip Choose a cadence the business can maintain without sacrificing usefulness.
Watch out Posting more frequently will not rescue content that lacks relevance.
- 4
Prompt Relationship Signals
Design natural opportunities for followers to comment, reply, tag, share, or message. These actions help demonstrate closeness between the account and individual followers.
Pro tip Ask questions connected directly to the follower's experience.
Watch out Avoid manipulative engagement bait that produces activity without trust.
- 5
Reciprocate Engagement
Reply to comments and messages and participate in follow-up conversations. Repeated two-way interaction strengthens the relationship rather than treating engagement as a one-time metric.
Pro tip Refer back to details from the follower's response when appropriate.
Watch out Do not automate personal exchanges so heavily that they feel insincere.
- 6
Diagnose the Weak Signal
When reach declines, evaluate interest alignment, publication recency, and relationship activity separately. Adjust the weakest signal and observe whether distribution improves.
Pro tip Change one major variable at a time when testing.
Watch out Do not attribute every fluctuation to an unexplained algorithm change.
In the wild
A user follows a manicure account and saves nail-design photographs. Instagram interprets those actions as evidence of interest and becomes more likely to show that user additional manicure designs.
→ Past behavior shapes the category of content presented in the future.
Friends meet for drinks and tag one another in their stories. Their recent interaction supplies relationship signals, so their posts and stories may appear earlier when they next open Instagram.
→ Interaction history increases the visibility of content from people the platform considers close.
Common mistakes
Treating Every Feed as Identical
Two users following the same accounts can see different content because their past behavior produces different predictions.
Publishing Too Sporadically
Long gaps reduce the opportunity for content to benefit from Instagram's preference for recent posts.
Optimizing Reach Without Relationships
Ignoring comments, tags, shares, and messages removes signals that indicate the account matters to its followers.
Is it for you?
Best for
It is best for Instagram marketers diagnosing weak organic visibility despite having an established follower base.
Not ideal for
It is not ideal as a shortcut for low-quality content or as a guarantee of reach from any individual post.
From the transcript
“Instagram has come out and said there's three main factors in what we determine is important to you.”
“Number one, interest.”
“Number two, recency and number three, relationship.”
From the episode
How To Use Instagram Stories To Show The Behind The Scenes of Your Business