RFCI Score Explained

RFCI (Reach Factor & Confidence Index) score is a system used to estimate the future of a topic while it is still in its polar trend stage.

What is RFCI Score?

RFCI (Reach Factor & Confidence Index) score is a system used to estimate the future of a topic while it is still in its polar trend stage.

In some cases, the RFCI score is also used to judge the ‘quality’ of a topic that is already trending (out of the polar trend stage) or has already been mainstream for a while.

The RFCI score explicitly tells you how mainstream the topic is expected to become, whether or not it will be impactful, and how quickly it is accelerating toward its estimated level of ‘mainstream’.

Note: RFCI scores will vary for every topic depending on who is estimating it. Every source uses a different method for calculating RFCI, so take it with a grain of salt when the source is untrustworthy.

The RFCI score is broken into 3 components:

  1. How Widespread the topic is predicted to be
  2. How quickly it is accelerating to reaching ‘mainstream’ level
  3. Impact on the world

Widespread Tiers:

This part of the RFCI score tells you how ‘mainstream’ the topic is expected to become. Mind you, this is just an estimation decided by whoever is predicting the polar trend. 

Tier Meaning Examples from Different Fields / Topics
1 & 2 Universal AI
Smartphones
Internet
Social media (concept as a whole)
Music
Fast food restaurants
Pop music
Perfumes
Air travel
Pizza
The words “hot”, “rizz”, and short-lived neologisms
Memes (concept as a whole)
Shampoo
T-shirts
All types of ovens
Sliced bread
3 Popular Wireless headphones
Clubbing
EDM music
Protein powders
Air fryers
Rubik’s cube solving
Anime
Crypto
Streetwear
4 Broad-Interest Samsung Galaxy Buds
Mechanical keyboards
Neon LED room lighting
Tech YouTubers (concept)
Audiophile culture
Biohacking
Car modding
5 Niche / Hyper-niche Nootropic stacks
Vaporwave music
Exotic car appraisal specialists
Shift-knob collectors
Obscure coin-roll hunters
Wet shaving with vintage safety razors

Acceleration

This is how quickly the topic is taking off, at the time of detecting it. 

Starting from 0% = This topic is showing minimal signs of growth in popularity. Definitely isn’t a polar trend and also unlikely pre-polar trend stage. 

To 100% = this topic is taking off so quickly that it is probably  no longer a polar trend by the time you’re seeing it

Impact

This is self explanatory. This part of the RFCI score tells you if the topic will have a significant effect on the state of the world, and if so, to what extent. 

Letter Meaning Examples
A Transformative Artificial intelligence
CAR-T cell therapy
Cryonics & longevity biotech experiments
SpaceX reusable rockets
Vaccines / modern medicine
Space travel
The Internet
Global supply-chain automation
B Highly Impactful Public education
3D-printed organs research
Credit scores
Fitness & diet culture
Kubernetes deployments
C Helpful Grocery lists
Umbrellas
Headphones
Cold plunges
Weighted pens for calligraphy
Meal-prep services
D Marginal Memes (as a concept)
Motivational wallpapers
Cheap temporary trends
Custom phone cases
House Christmas light decorations
Hardstyle music

Examples:

Example 1 - Discovering AI chatbots in early 2022 when ChatGPT released their GPT3 API

What would have been considered a ‘correctly predicted’ RFCI score: 1-80%-A

Why? 

1- because literally every business individual uses some sort of AI tech directly in some way now. Previously AI was integrated into a lot of software like google, Adobe etc…, but not like the way it is now. Thanks to chatbots, literally any sort of entity uses the same ‘chatbot’ interface style to use AI.

80 - because at this time, a lot of tech companies were integrating OpenAI’s API so much to the point where they became reliant on OpenAI. Note that at this time, ChatGPT hadn’t even been released to the public yet. 

A - because it is a transformative subject. The world has not been the same since the AI boom.

Example 2 - Discovering peptides in late 2024

What would have been considered a ‘correctly predicted’ RFCI score at this time - 3.5-50%-A

Why? 

3.5 - because it's a very niche topic. Yes it’s popular, but popular within a certain niche of people - looksmaxers, bodybuilders etc…. You don’t go see most people injecting peptides into them every day do you?

50% - At this time, peptides were getting talked about more and more, but not enough to the

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