Vibemetri Blog

Thinking with data in influencer marketing

Guides, frameworks, and practical notes on campaign measurement, audience authenticity, and AI-powered analysis.

Measurement · 8 min read

How do you measure the real impact of your influencer campaign?

Likes and follower counts stay on the surface. What actually tells you whether a campaign worked is the real feeling inside the comments.

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Strategy

Why the strongest brands of 2025 are measured by recommendation, not advertising

According to YouGov's 2025 ranking, the clearest measure of a brand's strength is whether its customers recommend it to others. So how do you measure that signal in your own campaign?

8 min read 25 July 2026

Budget

Half of brands can't see what their influencers are paid: where does the budget go?

Brands spend billions on influencer marketing but most can't see where the money goes. An ANA study exposes the real transparency gap — and the deeper measurement gap beneath it.

8 min read 25 July 2026

Regulation

Collaboration disclosure: a compliance guide for brands

Advertising rules and #ad labeling. The basic compliance steps to know before a campaign starts.

6 min read 16 July 2026

Strategy

Micro or macro? Creator scale by your objective

Big reach doesn't always mean big impact. The right scale for awareness, conversion, and community goals.

5 min read 16 July 2026

Strategy

5 signals to check when choosing the right creator

Beyond follower count: audience quality, comment tone, brand fit, and consistency. A pre-selection checklist.

6 min read 9 July 2026

Reading the comments: what is your audience feeling?

Reading thousands of comments one by one is impossible. How does AI tell praise, sarcasm, and real purchase intent apart?

7 min read 9 July 2026

Budget

Influencer Price List: How Are Rates Set? (2026 Guide)

There's no fixed influencer price list. How do follower tier, engagement rate, content format, and niche set the rate? We break it down with 2026 ranges.

7 min read 6 July 2026

Authenticity

Fake Follower Analysis: How Real Is an Account's Engagement?

How to run a fake follower analysis: follower-to-engagement balance, sudden spikes, and generic comment patterns reveal how much of an account's engagement is real.

6 min read 2 July 2026

Metrics

What engagement rate actually tells you (and what it doesn't)

Engagement rate on its own can mislead. Divide by reach or by followers? The nuances behind the formula.

5 min read 2 July 2026

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