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Content & Engagement

Posting Frequency

How consistently a creator publishes content, measured as average posts per month over a rolling 3-month window.

Instagram · YouTube · TikTok Validation ↓
last 3 months
14.67 posts / month

Posting Frequency tells you how often a creator publishes new content, averaged over a recent window. A creator who posts 30 times a month runs a very different operation than one who posts twice.

Brands use this to gauge consistency and activity level before reaching out. A high-frequency creator can turn around sponsored content faster, while a low-frequency creator may offer more polished, long-form work.

The number is calculated from the last 3 months of published posts, giving a stable average that smooths out one-off bursts or quiet weeks.

1

Coverage

Share of profiles where we have enough post history to calculate a reliable frequency.

Coverage by Platform

Instagram ~95% profiles with posting frequency
YouTube ~95% channels with posting frequency
TikTok ~95% creators with posting frequency
2

How It Works

The pipeline looks at the last 3 months of posts from the collection date, counts them per month, and divides by 3. The result is rounded to 2 decimal places. A separate "recent posts" frequency groups the most recent N posts by month for an additional signal.

Calculation Pipeline

Input All posts from the last 3 months

The system takes every post with a published date that falls within the 3-month window ending at the profile's snapshot date. Only posts with valid timestamps are included.

↓
Count per month
Month 1 16 posts
Month 2 14 posts
Month 3 14 posts
↓
Example: NikolaTravels on Instagram
Posts in 3 months: 44 Month 1: 16 posts Month 2: 14 posts Month 3: 14 posts
→
14.67 posts/month 44 / 3 = 14.67
Same creator, different platforms

NikolaTravels posts about 4 times per week on Instagram but only about 2 times per week on YouTube. That means the posting frequency differs per platform: roughly 14.67 posts/month on Instagram vs. about 8.33 posts/month on YouTube. The number is always calculated per platform, not combined across them.

3

What the Number Tells You

The raw number maps to a general activity tier. These ranges are guidelines, not hard rules. What counts as "active" varies by platform and niche.

Activity Scale

04123060+
Low < 4 / month Infrequent poster. May focus on long-form or high-effort content.
Moderate 4 – 12 / month Steady cadence. Common for YouTubers who batch content weekly.
Active 12 – 30 / month Multiple times per week. Typical of engaged Instagram and TikTok creators.
Very Active 30+ / month Daily or near-daily posting. Common on TikTok.

Posting Frequency for Two Illustrative Profiles

NikolaTravelsTravel · 3 platforms
Post Counts (Last 3 Months)
  • Month 1: 16 posts
  • Month 2: 14 posts
  • Month 3: 14 posts

Consistent weekly posting, rarely skips a week

Result 14.67 posts/month Active
BorisLifeLogLifestyle · 2 platforms
Post Counts (Last 3 Months)
  • Month 1: 5 posts
  • Month 2: 1 post
  • Month 3: 4 posts

Irregular schedule, big gaps between posts

Result 3.33 posts/month Low
Why the average matters more than a single month

BorisLifeLog had 5 posts in Month 1 but only 1 in Month 2. Looking at just one month could make him seem either moderately active or nearly inactive. The 3-month average of 3.33 posts/month gives a more honest picture of his actual posting behavior. Brands looking for consistent content partners can quickly see that NikolaTravels maintains a steady cadence while BorisLifeLog is more sporadic.

4

Validation

Posting frequency is a deterministic calculation: count posts, divide by 3. There is no model or prediction involved, so validation focuses on whether post dates are accurate and whether the full set of posts is captured.

The Two Validation Tracks

Automated Completeness Checks
  • Cross-reference post counts against current profile data where available
  • Detect gaps in post date sequences that suggest missing content
  • Flag profiles where the post count on file is significantly lower than expected
  • Verify that post timestamps are internally consistent and not duplicated
Stratified Manual Review
  • At least 1,000 records reviewed per subset
  • Subsets defined across platform, follower bucket, niche, and posting cadence
  • Reviewers compare calculated frequency against what they see on the creator's public profile
  • Catches edge cases like deleted posts or date-shifted reposts
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