Case Study · Organic Social

Mucka7.5K to 10M views

Mucka is an AI voice assistant that runs the paperwork for UK tradespeople. We built an organic short-form engine across Facebook, Instagram and TikTok that took them from a standing start to millions of views a month, without spending a penny on distribution.

AI For TradesUnited KingdomOrganic SocialFacebook · Instagram · TikTok
The Client

AI Job Management
For UK Tradespeople

0M
Facebook views · 28 days
0M
Instagram views · 90 days
0M
TikTok views · 12 months
0
Interactions · 28 days
The Challenge

A new tool
nobody knew.

Mucka had a genuinely useful product and no audience. Tradespeople do not go looking for software, and they do not respond to the language software companies use.

The job was to earn attention from an audience that scrolls past anything that smells like an advert.

Starting from nothingA few thousand views a month across all channels combined. No existing audience to build on.
A sceptical audienceTrades have seen every gimmick going. Polished corporate content gets scrolled past instantly.
Low ticket, so paid is hardA monthly subscription cannot absorb high acquisition costs. Reach had to be earned, not bought.
Three platforms, one teamFacebook, Instagram and TikTok all needed feeding without tripling the workload.
Our Approach

How we earned
the reach

01

Short form only

Vertical video was made the single format. On Instagram, Reels accounted for 100% of views and Stories 0%. On Facebook, Reels drove 73K of the 73,958 interactions.

02

Talk like the site

POV skits and apprentice humour instead of product demos. Content that a plumber would send to another plumber, with the tool present rather than pitched.

03

One shoot, three platforms

Every asset was cut for Facebook, Instagram and TikTok in the same session, so three channels grew on roughly the output of one.

04

Built for strangers

Written for people who had never heard of Mucka rather than existing followers. 99.6% of Instagram views came from non-followers, reaching 2.59 million accounts.

05

Let the feed do the work

97.7% of TikTok traffic came from the For You page. Hooks were built for algorithmic distribution, not for an audience that already existed.

06

Followers as a by-product

Reach was the target and the audience followed anyway, up 221% in 28 days. 90% men, 70% aged 25 to 44, which is the trades demographic almost exactly.

Platform By Platform

Where the
views came from

Facebook
10M
Views · 13 Aug to 9 Sep
  • Growth vs prior 28 days+133,000%
  • Previous 28 days7.5K
  • Interactions73,958
  • Followers2,837
  • Follower growth+221%
Instagram
4.33M
Views · 10 Jun to 7 Sep
  • Accounts reached2,587,983
  • From non-followers99.6%
  • Views from Reels100%
  • Views from Stories0%
TikTok
2.2M
Post views · 12 months
  • Likes66,000
  • Shares3,779
  • Comments120
  • Profile views5,578
  • From the For You page97.7%

Figures taken directly from the Facebook, Instagram and TikTok analytics dashboards. Reporting windows differ by platform and are stated on each card.

The Numbers

Everything,
in one place.

Pulled straight from the platform dashboards. Windows differ, so each row states its own.

Metric
Result
Window
Facebook views

10M
28 days, 13 Aug to 9 Sep
Facebook growth

+133K%
Up from 7.5K the previous 28 days
Instagram views

4.33M
90 days, 10 Jun to 7 Sep
Accounts reached

2.59M
Instagram, 90 days
Reach from non-followers

99.6%
Instagram, 90 days
TikTok post views

2.2M
12 months to 6 Sep
TikTok engagement

66K
Likes, plus 3,779 shares
Total interactions

73,958
Facebook, 28 days
Audience match

90%
Men, 70% aged 25 to 44
The Client’s Words

“Wouldn’t have been possible without Knox.

“A big boost that we needed.”

Co-founderMucka · AI for Tradespeople
Mucka co-founder client testimonial for Knox Growth
What’s next

Want reach
like this?

We build organic short-form engines for trades, construction and home services brands across the UK. Tell us what you do and we will show you what it would take.