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The Death of Vanity Metrics: Why Saves > Likes

Instagram's algorithm now weights saves 3x higher than likes. Why this shift happened and how to create content that gets saved.

December 22, 2025 Marketing strategy Campground Dispatch
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The Death of Vanity Metrics: Why Saves > Likes

Key stats from research

Engagement avg

0.45%

H1 2025 baseline for IG posts (down 24% YoY).

Carousel win rate

0.55%

Still the highest performing format we track.

Audit time

90s

Campground audit queue returns results in under 2 minutes.

For years, likes were the currency of Instagram success. Creators chased them, brands paid for them, and everyone measured performance by like counts. But in 2026, likes are nearly worthless for algorithmic favor. The new currency? Saves.

This shift isn't arbitrary—it reflects Instagram's evolution from a photo-sharing app to a content platform competing for user attention. Understanding why saves matter and how to earn them is now essential for Instagram growth.

Why Saves Replaced Likes

The Platform's Perspective

Instagram's business model depends on keeping users on the platform longer. Likes don't do that—they're a quick tap and scroll. Saves indicate content valuable enough to return to, which means:

  • Users come back to Instagram to view saved content
  • Saved content drives additional session time
  • Content worth saving is likely worth showing to more people

The Quality Signal

Likes are low-effort. Double-tap and move on. Saves require intentional action—users must believe the content is worth accessing again later. This makes saves a more reliable indicator of genuine value.

The Engagement Hierarchy (2026)

  1. DM Shares – Highest weight (content worth personally recommending)
  2. Saves – Very high weight (content worth keeping)
  3. Public Shares – High weight (Story reposts, etc.)
  4. Comments – Medium weight (especially substantive ones)
  5. Likes – Low weight (quick acknowledgment)

What Gets Saved

Educational Content

Content that teaches something actionable gets saved for future reference:

  • Step-by-step tutorials
  • How-to guides
  • Tips and tricks compilations
  • Skill-building content

Example: "5 Lightroom presets for moody portraits" gets saved. "Pretty sunset photo" gets liked.

Reference Material

Content users want to consult again later:

  • Checklists
  • Templates
  • Resource lists
  • Recipes
  • Workout routines

Inspirational Collections

Content saved for mood boards or future inspiration:

  • Design inspiration
  • Travel destinations
  • Fashion/outfit ideas
  • Home decor concepts

Aspirational Content

Goals and benchmarks users want to reference:

  • Before/after transformations
  • Milestone achievements
  • Goal-setting frameworks

What Doesn't Get Saved

Pure Entertainment

Funny Reels might get high views and likes but low saves. Entertainment is consumed in the moment—there's no reason to watch the same joke again.

Time-Sensitive Content

News, trends, and dated content has limited save potential because it becomes irrelevant.

Personal Updates

"What I did today" content rarely gets saved. It's interesting once, not worth revisiting.

Generic Aesthetic Content

Pretty pictures without practical value get appreciated (liked) but not saved.

Optimizing for Saves

Content Format Strategy

Carousels are the save-optimized format. Multi-slide content that delivers progressive value encourages saves for later reference. Structure carousels as:

  1. Hook slide (problem or promise)
  2. Value slides (2-8 slides of actual content)
  3. Summary/CTA slide (save reminder)

Reels can get saves when they're educational or demonstrative—showing how to do something worth rewatching.

Call-to-Action Integration

Explicitly remind viewers to save:

  • "Save this for later"
  • "Bookmark this before you forget"
  • "Save to your [topic] collection"
  • Save icon overlays on carousels

Subtle but effective. Users often need the reminder.

Title Optimization

Frame content as reference material in your hook:

  • "The only [X] guide you'll ever need"
  • "Save this [X] checklist"
  • "Your [X] reference sheet"
  • "[X] templates to steal"

Evergreen Over Trendy

Content with lasting relevance gets saved. Trend-based content dates quickly. Balance your content mix toward evergreen material if saves are a priority.

Measuring Save Performance

Save Rate Calculation

Save Rate = (Saves ÷ Reach) × 100

This matters more than absolute save count. A post with 50 saves from 1,000 reach (5%) outperforms 200 saves from 50,000 reach (0.4%).

Benchmarks

  • Average: 1-3% save rate
  • Good: 3-5% save rate
  • Excellent: 5%+ save rate

Educational accounts typically hit higher save rates than entertainment accounts.

What to Track

  • Save rate per post
  • Save rate by content type (carousel vs Reel vs static)
  • Save rate by topic
  • Save-to-like ratio (higher = more saveable content)

The Save-Driven Content Strategy

Content Pillars

Restructure your content mix around saveability:

  • 40% Educational/Reference – High save potential
  • 30% Entertaining/Engaging – View/like potential
  • 20% Personal/Connection – Comment/DM potential
  • 10% Promotional – Conversion focus

Content Series

Create ongoing series that people save to collections:

  • Weekly tips in a specific area
  • Template series
  • Resource compilations
  • How-to sequences

Collection Strategy

Encourage followers to create dedicated collections for your content:

  • "Add this to your [Topic] collection"
  • Create themed content that builds into a valuable collection
  • Reference previous saves ("if you saved my last post on X...")

Saves vs. Likes: The Full Picture

When Likes Still Matter

Likes aren't completely irrelevant. They contribute to:

  • Overall engagement rate (for brand deal negotiations)
  • Social proof on posts
  • Early engagement velocity signals

The Optimal Balance

Don't abandon likes-worthy content entirely. The goal is shifting emphasis, not elimination:

  • Create content that gets both saves AND likes when possible
  • Educational content can still be entertaining
  • Entertaining content can still be reference-worthy

The Long Game

Saves compound over time. Saved content gets revisited, which can trigger new engagement, profile visits, and follows months after posting. Likes are one-time signals; saves have ongoing value.

The Bottom Line

The shift from likes to saves reflects Instagram's maturation as a content platform. Surface-level engagement (likes) doesn't drive the user behavior Instagram wants—deeper engagement (saves, shares) does.

For creators, this means evolving from "what will get liked" to "what's worth keeping." Create content that answers: "Why would someone want to look at this again?" If you can answer that question compellingly, saves will follow.

Want to know how your content stacks up on saveability? Run a free audit and we'll show you your save rate compared to benchmarks.

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