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Methodology
How the site works
This page exists for assurance and transparency into the inner workings of the site. How signals are constructed, how conviction is graded, how the universe is curated, and how the copilot answers. The document behind the research.
Version 1.0Last substantive update. April 2026.·Living document. We update when the method changes.
01
Signals
Discovery. Where upside lives.
02
Research
Interpretation. Shape the journey.
03
Bridge
Deployment. TradFi to DeFi.
04
Foundations
Compounding. Family capital.
Section 1

Research philosophy

Save The Nest Egg is a research and education platform. Not a brokerage, not a custodian, not a trading venue. Our job is to interpret what markets are doing across digital assets, yield, and the instruments that connect them, and to do it in language that respects the reader's intelligence.

The organizing frame is "Be your family's CFO." A CFO doesn't chase picks. A CFO manages a capital structure. Signals discover. Research interprets. The Bridge deploys. Foundations compound. The four pillars are one reading arc, and the methodology that follows describes how each link operates.

Section 2

What we publish

  • Live signal interpretation across our curated signal universe, a set of digital assets spanning distinct use cases, refreshed continuously during market hours. See Section 4 for roster and selection framework.
  • Four signal types per asset: momentum, volume, correlation, volatility. Each is a behavioral measurement, not a structural rating. See Section 5.
  • Three-tier conviction grading per signal: low, moderate, high. Conviction reflects agreement across the four signal types, not prediction strength. See Section 6.
  • A research copilot that answers in the site's vocabulary, tuned to the reader's risk slider setting. See Section 8.
  • Methodology (this page), maintained as a living document with a logged version history. See Section 11.
Section 3

What we don't claim

The non-claims, stated plainly
We do not provide individualized financial, tax, insurance, or legal advice. We do not recommend buying, selling, or holding any specific asset. We do not custody, trade, or execute on behalf of readers. We do not publish a "top pick," a "most active signal," or a live-sorted leaderboard. We do not rate assets by structural merit. We do not predict prices. We are not a fiduciary to any reader.

Any reader who needs individualized advice should engage a licensed professional. What we publish is research that informs decisions, not decisions themselves.

Section 4

The signal universe

Selection framework

We cover a curated set of digital assets chosen for distinct exposure across the ecosystem, not for size or popularity alone. An asset qualifies for signal coverage when it satisfies three criteria:

  • Sufficient liquidity for signal interpretation to have basis.
  • A distinct use case or thesis that differentiates the asset from others already covered.
  • Operating history long enough that pattern analysis can find signal rather than noise.

Meme-driven assets without operating substance do not qualify. Large market cap alone is not sufficient. The universe is balanced across use cases, not weighted toward dominance. Order within each category below is alphabetical, and order between categories carries no ranking significance.

Current roster · six categories

Digital majors· 2 assets
BTCETH
Payments rails· 5 assets
BCHDOGELTCXLMXRP
Smart contract L1s· 9 assets
ADAALGOAVAXETCHBARNEARSOLSUITON
Interoperability & infrastructure· 3 assets
CCDOTLINK
Privacy payments· 2 assets
XMRZEC
Specialty & emerging· 3 assets
HYPESHIBTAO

Cadence & transparency

The signal universe expands on a published-when-ready cadence. When an asset is added to or removed from the engine, this page and Section 11 (version history) are updated. We do not pre-announce specific tickers or delivery dates.

Watchlist-only coverage

In addition to the signal universe, we maintain a small watchlist-only set that appears as read-only price rows in the watchlist rail, currently INJ and FLR. Watchlist assets are tracked for market context but do not receive full signal interpretation.

Exclusion framework

Policy note
Some assets are deliberately not covered pending governance or structural review. Exclusions reflect editorial discipline, not a judgment about the excluded assets themselves. The specific exclusion list is maintained as internal policy. The fact that one exists is published here.
What the roster order does NOT mean
Categories are listed in a deliberate order that carries no ranking implication. Assets within each category are alphabetical. The site does not publish a "top pick," a "most active signal," or any live-sorted leaderboard. If it did, that would be closer to advice than research, and we do not cross that line.
Section 5

How signals are constructed

Each asset in the signal universe is analyzed across four independent signal types. Each type asks a different question. Conviction (Section 6) is how we grade agreement across the four.

Momentum
Trend strength and direction across multiple time horizons. Answers: is price action consistent with itself?
Volume
Participation behind the price move. Rising volume on moves is participation; thin volume is not.
Correlation
How tightly the asset moves with BTC and with other covered assets. Beta behavior versus idiosyncratic.
Volatility
Realized volatility relative to historical baselines. Elevated readings flag regime shifts or risk-on/off changes.
Method note
The engine publishes a canonical set of fields per asset: dca, institutional, liquidity, ranges, updated. The site renders these. Internal debug fields are not surfaced. We do not publish proprietary parameters (lookback windows, thresholds, weighting). What we publish is the logic at the altitude a reader needs to reason about it. If the method materially changes, Section 11 logs the change.
Section 6

Conviction grading

Conviction is not a buy/sell rating. It is our confidence that the four signal types agree. High conviction doesn't mean "strong opportunity." It means "the four signals tell a coherent story right now." A low-conviction constructive signal is a signal with internal disagreement. That's useful information on its own.

Low
Mixed signals
The four signals disagree. Interpret with caution. No single behavioral picture is emerging yet.
Moderate
Directional agreement
Three of four signals align. One signal is neutral or softly dissenting. The picture is forming.
High
Full alignment
All four signals agree. This is behavioral coherence, not prediction of outcome.
Section 7

Data & staleness

Signal data is drawn from reputable price and volume feeds, refreshed continuously during market hours. The updated field on every rendered signal is the single source of truth for freshness. If you see a signal, the timestamp is accurate to the moment it last refreshed.

Reference benchmarks (10Y Treasury, MYGA·5Y, gold, silver, platinum, tokenized-TradFi yields) shown on the Bridge and Foundations pages are editorial context, not engine-tracked assets. These are maintained in the content management flow and may be less fresh than signal data. Rate cells are labeled "Illustrative. Not live quotes." unless explicitly wired to a live feed.

Section 8

The research copilot

Current status
The Research Copilot panel on the homepage is currently displaying a coming-soon banner. The methodology described in this section reflects the intended product when Copilot goes live.

The copilot is an AI research assistant grounded in this methodology and in the current signal state. It is not a general-purpose chatbot. It does not give advice. Its job is to surface interpretation in the vocabulary of the site, and to decline when a reader asks it to cross the advice line.

When a reader's research level is set (see Section 9), the copilot adjusts its framing accordingly. A Preservation-stance reader and an Opportunity-forward reader will receive different emphasis on the same facts, because they are asking the facts to do different work. The underlying facts do not change.

Provider & data posture

The copilot is built on a commercial-grade large language model provided by OpenAI under their commercial API. Your conversations with the copilot are processed under OpenAI's commercial terms, which differ from their consumer product. In particular, inputs submitted via the commercial API are not used to train their models. We name the provider because readers deciding whether to use the copilot deserve to know where their questions are processed.

If we change LLM providers or add a second provider, that change will be reflected here and in Section 11 (version history). Implementation details (specific model versions, parameters, prompt structure) are not published and may evolve without version bumps, since they do not change what the copilot can or cannot do.

Practical note to readers
The copilot is for research questions, not for sharing personal financial details. Do not paste account numbers, Social Security numbers, statement balances, or any information you wouldn't share with a third-party service. Keep questions focused on interpretation of signals, methodology, or research concepts.
Section 9

The risk slider

The risk slider (Research page) encodes a reader's CFO stance across five positions: Capital preservation, Yield focused, Balanced CFO, Growth oriented, Opportunity forward. Each position allocates attention across the four pillars differently, and calibrates the signal filter, reading volume, and copilot tone accordingly.

Foundations is never zero. Even at the most opportunity-forward position, a 10% Foundations weight is retained. That's an honest framing choice. The safety net never fully disappears, because that is what a CFO does.

Section 10

Disclaimer framework

Our disclaimer calibration is "aware, not smothered." A single footer disclaimer anchors every page. A small "not advice" line appears under the hero on signal-heavy pages. A context strip flags the educational nature of research-dense sections. The copilot panel carries a brief "not advice" note. Banners above every section are not used. Readers of adult research do not need to be told, every fifteen seconds, that they are reading.

Section 11

Version history & transparency commitment

This methodology is a living document. When the substance of how we construct signals, grade conviction, or curate the universe changes, that change is logged below with a version bump. Marketing copy updates do not trigger version changes. Method changes do. Universe changes do. LLM provider changes do.

  • v1.0 · April 2026. Initial published methodology. Signal universe established across six categories (see Section 4). Four signal types. Three-tier conviction framework. Risk slider with five CFO stances. Watchlist-only coverage for INJ and FLR. Exclusion framework in effect. Copilot built on OpenAI commercial API.
Back to the arc
Now that you've seen the machinery, the arc is where it's all running
The four pillars carry the research. This page exists so the pillars can be read with confidence.
Back to Signals →