Mindshare Lab
POLYMARKET ECOSYSTEM INTELLIGENCE

Discover the builders
shaping the conversation.

Track attention across the Polymarket ecosystem.
Every share leads back to its sources.

INDEPENDENT RESEARCHINSPIRED BY KAITOTRACEABLE BY DESIGN
Projects trackedThe measurement universe
Posts collectedCumulative X search sample
Posts scoredReviewed and deduplicated
Awaiting reviewExcluded from the ranking

Attention is earned.
See where it goes.

Leading projects

TOP 6

Share of adjusted attention across tracked projects.

Behind the numbers

ExternalTeamOfficialPaid

The ecosystem, by mindshare.

Select a project to explore the posts behind its score.

RankProjectMindshare24h changeViewsExt. authorsPostsSources

THE MEASUREMENT UNIVERSE

Meet the ecosystem.

Project names, accounts and domains define the search. Known affiliations retain their sources.

CONTENT BEFORE POPULARITY

Review the evidence.

Reach and reactions are hidden here. Assess quality on the content itself.

Decisions are saved in this browser. Import the file to apply them to scoring.
TRANSPARENT BY DESIGN

A clear percentage.
An open calculation.

An experimental attention model inspired by Kaito.
Mindshare measures attention, not product quality or investment performance.

FOR EVERY POST

B × S × D × F × Q × A

Reach · source · repetition · format · quality · attribution

01 / Capped reach

50 × min(1, √(views / 100,000))
+ 20 × min(1, √(likes / 1,000))
+ 30 × min(1, √(reposts / 100))

Missing metrics are not zero: that post awaits data. Views do not represent unique people.

02 / Who is speaking

External author ×1
Team account ×0.5
Official account ×0.25
Disclosed paid placement ×0.25

External means no known affiliation. It does not establish independence.

03 / Repetition and caps

100 → 70 → 50 → 35 → 25%
Ordered by strength, not publication time.

A source contributes at most four strongest-post equivalents per 7 days. Official, team and paid accounts each share a group cap.

04 / What is being said

Post or quote ×1 · reply ×0.35
Quality ×0.7 / ×1 / ×1.15
Total attribution ≤1

Native reposts receive no separate score. A self-thread is one unit using the root's metrics. Criticism and praise follow the same rules.

Reading the time windows

7D covers the last 168 hours using the most recently collected metrics. 28D sums four consecutive 7-day blocks. 30D adds a two-day block with a proportional cap. Blocks count backward from the calculation time.

Changes compare with a snapshot 24–31 hours earlier using the same registry and formula. They also reflect changes in coverage and labeling. A dash means no comparable snapshot is available. Changing the project universe changes the denominator.

Sensitivity checks remove the quality bonus, the largest post or ecosystem accounts, and move metric thresholds by ±20%.

KNOW WHAT YOU KNOW

Understand the coverage.

X search provides a sample. A post count does not prove complete coverage.

PROJECT DEEP DIVE