mayyBlog

Analytics

Analytics for creators who aren't 'data people'

August 6, 2026·2 min read

A lot of creators avoid engaging with their own analytics because the terminology feels built for someone else — reach versus impressions, saves-to-reach ratio, engagement rate calculated three slightly different ways depending on which app you're looking at. None of it is actually complicated once it's translated into a plain question you'd naturally ask anyway.

The jargon-to-plain-question translation

TerminologyThe plain question it's really answering
ReachHow many different people saw this?
Engagement rateOf the people who saw it, how many actually cared enough to act?
SavesHow many people found this useful enough to want it again later?
Completion rateDid people watch the whole thing, or bail early?
Follower growth rateAm I gaining people faster or slower than before?

You genuinely don't need to memorize the technical definitions. You need answers to a small handful of plain questions: what's working, what isn't, and what should I try next. Everything else in a typical analytics dashboard is detail you can safely ignore until, specifically, it starts to matter for a decision you're actually trying to make.

Why "just look at the dashboard" doesn't actually work for most people

The problem was never that the numbers are hidden — most platforms show you plenty of data. The problem is that raw numbers require a translation step to become a decision, and that translation step is exactly the part that feels like it requires being "a data person," when really it's just unfamiliarity with the vocabulary, not an actual difficulty with the underlying concepts.

A three-question monthly check

What got the most saves or shares this month, and what did those pieces have in common? This is your "what to make more of" answer.

What got the least engagement relative to your average, and is there a pattern? This is your "what to reconsider" answer — not necessarily "stop entirely," but worth a second look.

Is my reach trending up, flat, or down over the last month compared to the month before? This is your overall temperature check — the single number that tells you if things are broadly working or need real attention.

Three questions, asked consistently once a month, will tell you more than an hour spent staring at a full dashboard without a specific question guiding what you're looking for.

Skipping the translation step entirely

That's the entire premise behind mayy.ai — ask the plain question directly, skip the terminology and the manual chart-reading, and get a direct answer you can act on the same day, without first having to become fluent in a vocabulary that was never actually necessary to understand your own content's performance.

You don't need to become a data person to use your numbers well. You need someone or something to translate the data for you — and then you can go back to actually making things.

See this for your own accounts

Ask mayy.ai about your own content in plain language — free to start, no credit card required.

Start chatting freeOpen workspace

Related reading

  • The quiet cause of creator burnout: too much time spent checking numbers

  • Why is your Instagram engagement dropping? A real diagnostic, not a theory

  • Analytics for podcast creators and audio content

mayy

AI creator & brand intelligence. Chat-first analytics for creators and brands across Instagram, TikTok, and YouTube.

Product

  • Dashboard
  • Connectors
  • Studio
  • Pricing

Learn

  • Features
  • FAQ
  • Blog

Support

  • Help
  • Changelog
  • Contact

Company

  • Careers
  • Press
  • Partners
  • Security

© 2026 mayy.ai

  • Privacy
  • Terms
  • Cookies
  • help@mayy.ai