mvr on Farcaster

Content pfp

0 reply

20 recasts

20 reactions

mvr 🐹 pfp

So I've asked ChatGPT to analyse the data from the Rewards Leaderboard Top 10 I shared yesterday (thanks for the tip @dosir). This is what it came up with Should we do this again next week? 📊 Key Insights - High concentration of influence and interaction among top leaderboard creators and their superfans — with some appearing as top fans for 5+ creators. - A potentially self-reinforcing system — those at the top engage with one another and remain highly visible. - New reward logic could reduce “circular value exchange” — ideally diversifying who earns and who gets seen. - Some users (like monadver, ejire5, gfam) may be acting like “engagement miners”, systematically liking/commenting on top creators. ✅ Suggestions (If You're Evaluating the System) - Introduce diminishing returns on repeated engagement from the same user to the same creator. - Reward diversity of fans — e.g. reward creators who attract engagement from new or varied FIDs. - Visibility of top fans could itself become a reward metric, encouraging healthy discovery vs mutual reinforcement.

23 replies

8 recasts

37 reactions

Dosir pfp

Yes let’s do that again next week. Nice one. Ai data analysis is always fun 👏

0 reply

0 recast

5 reactions

bertwurst pfp

Cool to see this! It's got some thoughts churning for me about the value of growth for personal accounts. I'll let it percolate for a bit. also, 😘 to @priyanka and @bradq also, @gfam is cool in my book. they meaningfully engage in my replies frequently!

2 replies

0 recast

1 reaction

Minchi 🪴 pfp

Regarding the point of introducing “diminishing returns” > what if the person I am interacting with is really an internet friend you want interact with?

1 reply

0 recast

1 reaction

𝖘𝖈𝖚𝖒 pfp

𝖘𝖈𝖚𝖒

@degencummunist.eth

Yo where are you searching for all this data? Dune? Neynar? Like what if I wanted to see my lifetime tips where should I go?

1 reply

0 recast

1 reaction

Raynaa pfp

I feel left out nowwwwww

0 reply

0 recast

2 reactions

y0b pfp

The Farcaster algo almost only shows you people you recently interacted with, this likely plays a big role in the engagement dynamics and rewards.

0 reply

0 recast

2 reactions

Pichi pfp

I love it! Nice to have data behind the theories!

0 reply

0 recast

2 reactions

Jacque(she|her) 020/100🎥 pfp

Jacque(she|her) 020/100🎥

Thank you for having metrics and data. I’ve been speaking about this for months on end if not even years based on how the system is set up to literally push the rest of us downwards versus knowing that we all deserve the same respect as each other.

0 reply

0 recast

1 reaction

Kat 🔥 pfp

0 reply

0 recast

1 reaction

Kasra Rahjerdi pfp

imo you should compare the amount of likes people get from people in their “inner circle” vs likes they get from others, at stack overflow one metric we used for voting rings was “these people are only ever liking each others content, not anyone else’s”

1 reply

0 recast

3 reactions

Lee pfp

The Emperor Wears No Clothes🤓

0 reply

0 recast

0 reaction

Njal pfp

1 reply

0 recast

0 reaction

Njal pfp

1 reply

0 recast

0 reaction

rickacrane 🎩🧬🙏 pfp

rickacrane 🎩🧬🙏

I love that you are analysing this data so closely. It was inevitable that people would game the rewards system and I had my reservations when the rewards were increased. Great if we can stay one step ahead of the gamers and continue to reward more people that create genuine content and natural connections.

0 reply

0 recast

0 reaction

Spaceman Spiff 🎩☸️ pfp

Spaceman Spiff 🎩☸️

@spaceman-spiff

Great idea! Interesting to see behind the curtain how the current leaders are getting there. Love AI recommendations too. Chatgpt is great with these large data sets.

0 reply

0 recast

0 reaction

abeg007 🧬 pfp

Dnt worry bro alwys happened this😀

0 reply

0 recast

0 reaction

Urban pfp

I'm not sure I understand how I'm engagement farming more or less than anyone else... top creators appear in my feed more often than others, tend to have more interesting content and are more likely to reply to my comments. I obviously don't only interact only with top creators as any quick check of my activity would prove... but surely almost everyone is interacting with the top creators more than others?

1 reply

0 recast

1 reaction

noice pfp

https://app.noice.so/?castHash=0x80d923969fb69c87b7ff7666876837cb03009111&timestamp=1751574603617

0 reply

0 recast

0 reaction

Sleekyking: Babasleeky.base.eth pfp

Sleekyking: Babasleeky.base.eth

I think this is cool and we should do it this week again

0 reply

0 recast

0 reaction