In the past week, K-pop and fashion fans have been fighting nonstop over who really dominated Paris Fashion Week. Two analytics platforms — Lefty and Onclusive — released different rankings for celebrity influence, and fans couldn’t agree which one to trust.
So, let’s settle it properly.
What Lefty and Onclusive Actually Measure
A lot of people assume these two platforms measure the same thing. They don’t.
Both track influence and visibility, but their metrics and purposes are entirely different.
Lefty measures Earned Media Value (EMV) — basically, how much buzz an influencer generates for a brand on social media. It focuses heavily on fan-driven content, like posts, shares, and engagement on Instagram, X (Twitter), TikTok, Weibo, and RED.
Onclusive, on the other hand, measures Media Impact Value (MIV) — a blend of social, editorial, and press coverage. It takes into account the credibility of the source — a post from Vogue or Harper’s Bazaar counts far more than one from a fan account.
In short:
- Lefty = Quantity of buzz.
- Onclusive = Quality and authority of coverage.
Why You Can’t Rely on a Single Platform
Here’s the golden rule in marketing:
“No real strategist or business owner worth their salt relies on just one data source.”
Each platform has its own biases and methodology. Both Lefty and Onclusive are also brands — meaning they’re marketing themselves as much as the data. They know their reports will trend. So take every ranking as a piece of the bigger puzzle, not the whole truth.
The Paris Fashion Week Rankings That Caused Chaos
Both platforms placed Thailand’s LingOrm couple — actresses Lingling Kwong and Orm Kornnaphat — above BTS’s V and Jimin. The duo, known for their popular GL dramas, generated massive buzz at Paris Fashion Week.
Nothing against them — they’re talented and clearly adored in Thailand — but it’s hard to argue they wield more global brand power than V or Jimin.
And that’s where understanding how these numbers are measured becomes crucial.
Why LingOrm Ranked So High
According to Lefty’s EMV rankings:
- The LingOrm couple topped the list for Dior with 26 and 24 posts each, all tagged properly with @Dior.
- V posted only twice, Jimin once.
Since Lefty counts the number of posts, tags, and fan reactions, more content automatically means more “earned media value.” Multiply that by a rabid Thai fandom, and their EMV skyrockets.
Meanwhile, V and Jimin’s engagement rates were incredible despite fewer posts — around 9–10%. But compared to LingOrm’s staggering 116% and 87% engagement, even BTS’s metrics looked small on paper.
Why Jungkook Didn’t Rank on Lefty but Dominated Onclusive
For New York Fashion Week, Lefty didn’t even rank Jungkook in the top 10 — shocking, considering his Calvin Klein moment was everywhere.
But Onclusive’s data painted a very different story:
- Jungkook had a 55% share of voice at New York Fashion Week.
- That means half of all fashion-week-related buzz online mentioned him.
- He outperformed Cardi B, Nick Jonas, and even Martha Stewart combined.
So how can the same event yield two wildly different results?
Because Lefty counts social fan buzz, while Onclusive also tracks editorial impact, news mentions, and brand press. Jungkook’s Calvin Klein campaign dominated global headlines — exactly what Onclusive measures.
Both also track Share of Voice (SOV) — the percentage of the total conversation each influencer generates. For example, Jimin had 17.06% of the conversation around Dior, just slightly behind LingOrm’s 18.10%, according to Onclusive.
Why Dior and Other Fashion Houses Still Favor BTS
You might ask — if LingOrm ranks higher, why don’t brands like Dior or Louis Vuitton celebrate them the same way they do V, Jimin, or Jungkook?
Because brands understand influence beyond fan buzz.
Fashion houses consider three things when choosing ambassadors:
- Sales impact: Who actually drives purchases in their biggest markets (U.S., China, South Korea).
- Market expansion: Who can open a new region or demographic.
- Brand alignment: Whose image elevates the brand’s perceived prestige.
In terms of global searches:
- V is searched 12,100 times per month in the U.S as per SEMRush.
- LingOrm combined only 2,400–2,900 times.
So even if LingOrm dominates EMV, V dominates awareness and desirability.
Why These Rankings Shouldn’t Be Taken as Absolute
Both Lefty and Onclusive are evolving systems. Their algorithms use AI to track tags, mentions, hashtags, and engagement. They’re not perfect, and sometimes small details — like tagging “@Celine” instead of “@CelineOfficial” — can drastically change results.
That’s why marketers always use multiple analytics sources — LaunchMetrics, Meltwater, Brandwatch, Talkwalker, Sprinklr, and others — to cross-verify trends before drawing conclusions.
So, Which Platform Is “Right”?
Neither.
- Lefty captures fan enthusiasm — the virality.
- Onclusive captures media credibility — the authority.
The real insight comes when you overlay their data. For example:
- Lefty shows that Thai fandoms are unrivaled in online engagement.
- Onclusive shows that BTS members still dominate traditional and global fashion media.
Together, they illustrate a complete picture of digital influence vs. brand equity.
The Real Issue
Paris Fashion Week’s metrics war revealed a larger truth:
“Buzz doesn’t always mean power, and power doesn’t always mean buzz.”
The LingOrm couple had the internet talking. BTS’s V, Jimin, and Jungkook had the world watching.
Both matter — just in different ways.
