The Trollishly TikTok Growth Signal Framework: How to Read Views, Likes, Saves, Shares and Followers

TikTok growth is easier to understand when different audience actions are interpreted according to what they represent. Views can show visibility, likes can reflect immediate positive response, saves can indicate future value, shares can extend content distribution, and followers can show growing interest in the wider account.

The Trollishly TikTok Growth Signal Framework organizes these behaviors into a practical structure creators, brands, and marketers can use when evaluating content performance. The framework builds on themes examined across Trollishly’s TikTok research, including visibility, engagement, audience relevance, profile interest, and continued creator growth. It is designed to help readers understand how different signals can work together rather than treating every TikTok metric as if it measures the same stage of audience behavior.

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The Best Shampoo and Conditioner for vibrant colored hair

I have been dying my hair for well over a year now, with vibrant, often light colors that do need a lot of work! I refresh my own hair in between going to my local salon, but I am often looking to make sure my hair’s vibrant color sticks for as long as it can. There are a few things you can do to help with vibrant color lasting. Often, when getting your hair dyed a vibrant color, you’ll want to make sure you are washing your hair only 1 to 2 times a week (I wear a shower cap if it’s not a day to get my hair wet) and make sure you are using cold or cool water. You need to ensure you are not using heat tools when possible, and if you are, you should use a strong heat protectant. One other thing, which is extremely important, is your shampoo and conditioner. There are a lot of brands out there that make shampoo and conditioners specifically for colored hair, as they need to be sulfate-free. I’ve tinkered around with a few different brands and want to share my thought:

Olaplex Shampoo and Conditioner

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Exploring the Neon Sign Museum in Edmonton Canada

While in Canada, my time zone was all out of whack. The weather was fantastic in the evenings, so I wanted to do something that involved walking around and seeing something interesting, so I went to the Neon Sign Museum! This is a free, outdoor exhibition space between two buildings, full of neon signs and history around these signs.

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Snackaroo has cute cards and a complex game

[Ad – Gifted Products] Every other Monday we have a board game afternoon at our local Geek Retreat, and this time, we played Snackaroo – which has really fantastic characters! I absolutely love claymation and clay art, I collect clay Pokemon Cards, so when I saw the box of Snackaroo, I really wanted to play the game itself. Robin and Amelia both agreed these were fantastic cards as well, so we were excited to play.

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Breakfast at OEB Breakfast Co

When in Canada, I needed a place to eat breakfast each day before the event I was attending. This was a work trip, and due to time zones, I woke up quite early and quite hungry! Thankfully, I ended up eating breakfast at OEB Breakfast Co for both of the breakfasts I had in Canada, after going the first time with my co-worker. OEB is a breakfast, brunch and lunch place that tries to elevate the dishes they cook, so they are upscale versions of things you might see at other breakfast eateries. And, they did deliver! I must say that OEB Breakfast Co did have a lot of fantastic sounding drinks, but I am a huge lemonade lover, and ended up getting lemonade every time.

The Soul in a Bowl

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