Fantasy football · Attention Matters

Everyone in your fantasy league has the same stats. The edge is knowing what they're watching.

Projections tell you what a player might score. Attention tells you what he'll cost. Two seasons of data on why the second number is the one that wins leagues.

October 10, 2026The Rabbit Hole · Fan Equity

Every manager in your league has the same stats. The same projections, the same rankings, the same injury reports, all of it free and all of it updated by the hour.

So where does an edge come from?

Not from knowing who's good. Everyone knows who's good. It comes from knowing what everyone else is about to pay for him. And what they're about to pay follows one thing: what they've been watching.

That's attention. It's the one input almost nobody measures, and it's the one every other manager's decisions run on.

Why attention is the number to track

Every player in your league has a price. On draft day it's the pick you spend. On the waiver wire it's your bid. In a trade it's what you give up. Points come from role: snaps, targets, carries. Price comes from belief. And belief follows attention, the highlights, the headlines, the name in every group chat.

Your value from any move is the points you get minus the price you pay. Projections help with the first half. Attention is the only way to see the second half coming.

Value = points you get − price you pay
Production drives the first. Attention drives the second.
Attention →
Loud, not producing
Overpriced. Sell, or let someone else pay.
Loud and producing
Stars. Fairly priced. Worth it if you need them.
Quiet, not producing
Afterthoughts. Ignore.
Quiet and producing
Underpriced. This is where leagues are won.
Production →
The edge is in the two boxes where attention and production disagree.

Tracking attention tells you three things the stats can't:

  • Who's underpriced. A player producing without much attention costs less than he should.
  • When a price is about to jump. Attention moves in the hours after a big game, before the waiver run.
  • Whether the league already knows what you know. If attention hasn't moved, you're early. If it has exploded, you're late, and so is everyone else.

Here's what two seasons of data say about each.

On draft day, quiet players beat their price

We compared each player with the others drafted around the same spot at his position. Some were drawing far more attention than that slot would suggest. Some far less. Then we checked who finished ahead of where they were taken.

0%20%40%60%53%Quietest36%235%335%447%LoudestAttention before the draft, compared with players drafted in the same spot
Share of players who finished ahead of where they were drafted at their position. 2024 and 2025 drafts, 362 players, grouped into fifths.

The quietest fifth beat their draft slot 53% of the time. The middle of the pack managed about 35%. In 2025, Michael Wilson went as the 70th receiver off the board and finished 10th. Wan'Dale Robinson went 57th and finished 14th. Neither was drawing much attention in August. Nobody was bidding the price up.

The loudest fifth did better than the middle, at 47%, because the loudest players are often stars who earn it. The trap is the middle: enough buzz to cost something, not enough production to justify it. About four in ten of those players finished at least 12 spots below where they were drafted.

On the waiver wire, a spike in attention is a spike in price

Across 2024 and 2025 we found 295 breakout weeks, a player scoring at least 20 points and at least double his average to that point.

9.8Before26.4Breakout week12.5Next three weeks
2.1×
typical jump in attention the days after a breakout
15%
of the breakout the typical player kept over the next three weeks
Median PPR points for 295 breakout weeks in 2024 and 2025: at least 20 points and at least double the player's average to that point. Dashed line: the average before the breakout.

The typical breakout came from a player averaging about 10 points a week. He scored 26. In the next three days, attention to him more than doubled. That's the week the whole league puts in a claim. Over the following three weeks he averaged 12.5, keeping about 15% of the jump. Whoever won him paid for the 26 and got the 12.5.

The louder the breakout, the worse the deal.

After the breakout
Attention jump
Next 3 weeks (pts)
Share of the jump kept
Barely noticed
0.8×
13.6
14%
Attention doubled
2.1×
13.8
17%
Attention exploded
7.3×
10.9
13%
The same 295 breakouts, split into thirds by how much attention jumped in the three days after the game.

When attention barely moved after a breakout, the player averaged 13.6 points over the next three weeks. When it jumped more than sevenfold, he averaged 10.9. The quiet breakouts produced more and drew fewer bids. The loud ones cost the most and delivered the least.

Tylan WallaceIT FADED
WR · 2024, Week 10
Average before: 1.0
Breakout week: 20.5
Attention after: 68× normal
Next three weeks: 2.6
Sean TuckerIT FADED
RB · 2024, Week 6
Average before: 0.6
Breakout week: 34.2
Attention after: 32× normal
Next three weeks: 3.3
Kyle PittsIT FADED
TE · 2025, Week 15
Average before: 10.1
Breakout week: 45.6
Attention after: 27× normal
Next three weeks: 11.4
Terry McLaurinIT STUCK
WR · 2024, Week 3
Average before: 5.9
Breakout week: 20.0
Attention after: 16× normal
Next three weeks: 18.3
Three of the biggest attention spikes after a breakout, and one that held. PPR points per game.

Terry McLaurin shows what a real breakout looks like. He was already his team's top receiver, so the attention was catching up to a role that was there all along. Tylan Wallace had averaged about one point a game before his big day. Same spike. Very different futures.

How to use it

The practical version comes down to one comparison: how much attention is a player getting compared with his normal, and compared with players at the same price?

After a big game, attention compared with the player's normal
Under 1.5×
The league hasn't noticed
Bid with confidence. These breakouts averaged 13.8 points over the next three weeks.
1.5× to 5×
Normal buzz
Bid normally, but check the role. These averaged 13.3.
5× and up
The whole league is watching
Don't chase. If you own him, shop him. These averaged 10.9.
Based on 295 breakout weeks in 2024 and 2025 (111 under 1.5×, 105 between 1.5× and 5×, 79 at 5× or more). PPR points per game over the three weeks after the breakout.
  • On draft day, take the quiet producer. When two players are going around the same pick, lean toward the one fewer people are talking about.
  • On the wire, bid against the noise. Spend on breakouts the league hasn't noticed. Let someone else pay for the one everybody saw.
  • In trades, sell into the spike. A player's trade value peaks when his attention does. About 85% of a typical breakout is gone within three weeks.
  • Before any move, ask what changed. More snaps or targets is a reason to pay. One long touchdown isn't. Attention can't tell you which one you've got. It can tell you what it will cost to find out.

Stats tell you what a player did. Attention tells you what everyone else thinks it means, and what they're about to pay for it. In a league where everyone has the same stats, that's the information that isn't already priced in.

It's the same reason we measure attention every day across sports, entertainment and brands. Wherever a price is set by what people believe, attention moves first.

How we measured it

Drafts: average draft position from 12-team PPR drafts in late August 2024 and 2025. Scoring: regular-season PPR points by week for the 2024 and 2025 seasons. Attention: our daily attention measure for each player. For drafts we used each player's August average and compared it with players drafted in the same range at the same position. "Beat the slot" means finishing higher at the position in total points than the player's positional draft rank; players who missed time count where they finished, since injuries are part of the risk. For breakouts we compared attention in the three days after the game with the two weeks before it. 362 drafted players and 295 breakout weeks.

See every name, every day.Fan Equity ranks athletes, teams, shows, films and brands by the attention fans give them.
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