Early signal intelligence · Onchain · GitHub · Research

The Signal,
Before the Hype.

Others tell you what happened. Speculix tells you what's coming — by scanning onchain flows, GitHub commit velocity, arXiv papers, and niche communities before they reach mainstream coverage.

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Today's Signal
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The problem

By the time it trends, you're already late.

When a signal reaches your mainstream newsletter, it's already priced in. The web generates early signal weeks before consensus — but finding it requires a structured pipeline, not a news tab.

You're always reactive

Most trend tools surface what's already popular. You learn at the same time as everyone else — weeks after the signal first appeared in onchain data or obscure GitHub repos.

Early signal hides in the noise

Real emerging signals live in commit histories, pre-publication research, and niche communities. Without automated monitoring, you can't find them before the crowd does.

Data without timing context

Raw data without temporal context isn't actionable. Knowing something is moving now — 3 weeks ahead of the crowd — is the difference between first-mover advantage and catching the tail end.

How it works

Signal detected early. Briefing in your inbox.

A three-layer pipeline that finds what's gaining momentum — before it breaks through to mainstream coverage.

01

Scan before the crowd

We monitor onchain flows (DeFiLlama, Etherscan), GitHub commit velocity before project launches, arXiv papers before citation spikes, and niche communities — not mainstream feeds.

02

Score & detect early

Momentum algorithms cross-reference signals across sources and surface patterns while they're still in the early stage — not after everyone is already covering them.

03

Brief you first

You receive a structured briefing: signal name, why it matters now, supporting evidence with source links, and a suggested action — before the signal reaches mainstream coverage.

Report structure

Every briefing is built to act on

Each trend in your report is structured for clarity and immediate use — not raw data.

Trend name

The specific signal or pattern we identified

Why it matters

The strategic or practical relevance for you

Evidence observed

Signals, links, and sources where momentum was detected

Who should care

The audience most likely to benefit from acting on this

Suggested action

One concrete next step you can take today

Confidence score

Our signal strength rating from 0–100, based on cross-source validation

Sample report

This is what you receive

Real briefing format. Sample data shown — live subscribers get this updated daily.

Speculix

Intelligence BriefingSample

SAMPLE EDITION

Reduce noise. Discover signals early.

📊 Market Overview

Reservoir Protocol TVL +107.5% in 7 days
DeFiLlama✅ Verified🔥 High

$68.07M · +107.5%

CDP · 24h -2.7%

Source: DeFiLlama

Aerodrome DEX volume hit $421.8M in 24h
DeFiLlama✅ Verified📈 Medium

$421.8M · +14.6%

Top DEX volume acceleration with fresh Base ecosystem flow.

Source: DeFiLlama

⛓️ Onchain Pulse

Ethereum transactions running +11.8% above 7-day baseline
Etherscan✅ Verified📈 Medium

1.18M tx · +11.8%

7-day baseline: 1,055,000 tx

Source: Etherscan

🤖 Tech & AI Signals

browser-use/web-ui · 1,240 new stars today (TypeScript)
GitHub✅ Verified🔥 High

1,240 new stars today · TypeScript

High-velocity open-source activity around browser agents and automation.

Source: GitHub Trending

[HN · 426pts] Show HN: Local voice agents in the browser
Hacker News✅ Verified📈 Medium

426 points · 98 comments

Strong developer discussion around local-first AI workflows.

Source: Hacker News

🔬 Research Signals

Tiny recursive agents for long-horizon tool use — Chen et al.
arXiv✅ Verified📈 Medium

cs.AI · preprint

Recent paper introduces a compact planning method for multi-step agent tasks.

Source: arXiv

💬 Farcaster Pulse

Term 'agent' appears 64.5x above its 7-day baseline on /ai
Farcaster⚡ Speculative🔥 High

43 recent casts · 64.5x

Warpcast search sample in /ai: 430 casts over 7 days

Source: Farcaster

🔒 Premium Access — unlock more

🔒 [AI] Early signals — before they go mainstream

🔒 [Crypto] Momentum alerts — strength, velocity, context

🔒 [Startup] Funding signals — GitHub activity and job posts

Unlock Premium — $5/month

Early signals · Deeper analysis · API access (coming soon)

Sample data — updated daily for live subscribers
Who it's for

Built for people who act before the crowd.

Being two weeks early is a competitive advantage. Speculix is built for the people who know it.

Founders

See which protocols, behaviors, and market segments are gaining traction before they're crowded. Build before your competitors have even noticed.

VCs & Investors

Surface onchain momentum, GitHub activity surges, and emerging research themes before they appear in mainstream deal flow or crypto feeds.

Growth Marketers

Publish content and build audience around topics before keyword competition spikes. Early signal = lower CAC, higher organic reach.

Researchers

Track which arXiv papers are gaining early traction, which GitHub repos are seeing unusual commit velocity, and which ideas are picking up steam in niche technical communities.

Pricing

Simple pricing. No surprises.

$5/month — Weekly AI-curated signal briefings from onchain data, GitHub commit velocity, research papers, and niche communities. Sources most people aren't watching yet.

PremiumEarly adopter price
$5/ month

Billed monthly · Cancel anytime

  • Weekly AI-curated trend briefing
  • Early signals with evidence and confidence scoring
  • Each trend: name, evidence, suggested action, confidence score
  • Cross-source analysis: Reddit, HN, arXiv, GitHub, and more
  • English or French digest — your choice
  • Cancel anytime
Subscribe — $5/mo

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Building with signals?

Premium API access — coming soon

Soon, premium users will be able to access Speculix signals via API and plug emerging trend intelligence into dashboards, bots, AI agents, newsletters, research workflows, and internal tools.

GET /v1/trends · API preview — coming soon
Coming soon
Latest detected trends
Real-time feed of newly surfaced signals
Trend score & confidence
Numerical scoring for filtering and thresholds
Category & source links
Domain classification + direct evidence URLs
Signal velocity
How fast a trend is accelerating
Summary
AI-generated briefing text, ready to pipe into your systems
Historical evolution
Trend timeline for pattern analysis
Webhook alerts
Push notifications for fast-rising topics

API access is on the roadmap and will roll out progressively to premium users.

Join the API early-access list
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See what's moving before it trends.

Submit your email and receive a live signal briefing from Speculix. Onchain data, GitHub velocity, research papers, and community signals — curated before they hit mainstream coverage.

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Speculix does not provide financial advice. It surfaces emerging trends and signals to help users make better-informed decisions.