Research mode

Missing data is shown explicitly. Forecasts and promotional claims stay separated from verified facts.

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BORG (BORG)

Included as a case study with explicit conflict-of-interest labeling. Founder incentives, referral promotion, and forecast-versus-completed ambiguity are central to the research treatment.

Research incomplete

Conflict-of-interest handling active

Conflict-of-interest flag present. Treat founder or promotional claims as claims requiring verification.

Overview

SwissBorg · Ethereum · Other custom sectors. Websites and governance links are included for direct source review.

MetricValueEvidence
Conflict-of-interest status
Founder-linked promotion presentnegative
Source presentation
Open source
source-claim
Confidence: high

The source presentation promoted SwissBorg and included a referral incentive.

Current price
Do not infer from presentationcaution
Research methodology
Open source
not-collected
Confidence: low

Illustrative seed example. Not live market data; verify against current sources before acting.

Market capitalization
$350,000,000neutral
Illustrative seed
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Data freshness
Requires direct verificationcaution
Research workflow
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Overall score

38.2

/ 100

Research incomplete

Confidence

88%

Missing-data penalty

-0.0

Data-age penalty

-4.0

Penalties

1

Conflict-of-interest flag present. Treat founder or promotional claims as claims requiring verification.

Revenue and revenue growth

Rewards durable fee generation, growth, and quality while discounting incentive-dependent revenue.

6.1 / 15

Token-holder value capture

Measures whether protocol success translates into token demand, buybacks, burns, or revenue sharing.

5.3 / 15

Net buyback yield

Separates gross buyback narratives from net sellable supply after emissions, unlocks, and incentives.

9.1 / 15

User and volume growth

Rewards adoption, transaction activity, and share gains rather than isolated token marketing.

0.8 / 10

Utility

Measures whether the token is genuinely required for access, collateral, governance, or economic participation.

5.8 / 10

Supply quality

Rewards healthier float and lockups while penalizing aggressive unlocks and concentration.

6.5 / 10

Relative valuation

Compares valuation against peers on revenue, fees, TVL, and user monetization.

5.9 / 10

Liquidity and exitability

A high score requires enough volume and depth to enter or exit size without severe slippage.

5.3 / 10

Competitive moat

Captures network effects, switching costs, distribution, and structural advantages.

2.4 / 5

Applied penalties

  • Conflict-of-interest warning: -5 points. Promotional or founder-linked claims require stricter verification.

Four-quadrant tokenomics

Utility, locking, buybacks, and burns all require evidence, not just charts.

Utility: 5.8 / 10

There is visible ecosystem utility, but token demand is not fully separated from promotion.

Usage benefits should be verified independently of founder messaging.

Locking and loyalty: 7.2 / 10

Locking is a potentially meaningful strength if the claimed percentage is correct.

A high locked-supply percentage can support loyalty and reduce float.

Buybacks: 5.4 / 10

Attractive only if completed amounts track the forecast and are not offset elsewhere.

Forecast buybacks are not completed buybacks.

Burns and scarcity: 3.3 / 10

Scarcity claims are secondary and not yet central to the thesis.

The stronger story is lockups rather than burning.

Net token flow

Gross demand and sellable supply remain separated across low, base, and high cases.

ScenarioGross buying pressureNew sellable supplyNet token flowNet buyback yield
low$18,000,000.00$16,800,000.00$1,200,000.000.34%
base$22,500,000.00$14,000,000.00$8,500,000.002.43%
high$27,000,000.00$11,200,000.00$15,800,000.004.51%

Protocol fundamentals

Measures whether the underlying protocol is succeeding.

MetricValueEvidence
Assets under management
Claim exists; verification panel requiredcaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

User count
Claim exists; verification panel requiredcaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Licenses
Requires jurisdiction-specific verificationcaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Revenue
Forecast and realized amounts must stay separatecaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Token fundamentals

Measures whether protocol success benefits the token itself.

MetricValueEvidence
Utility
Loyalty, yield, and ecosystem accessneutral
Seed research
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Buybacks
Meaningful only if completed, not merely forecastcaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Locking
Reportedly high locked supplypositive
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Promotional claims
Cannot be auto-treated as verifiednegative
Research policy
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Supply analysis

Float, unlocks, concentration, and future sell pressure matter directly to token quality.

MetricValueEvidence
Locked supply
Reportedly ~40%positive
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Team and company allocation
Requires exact breakdowncaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Emission status
Requires direct issuer verificationcaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Top holder concentration
Requires refreshed chain analysiscaution
Research queue
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Value capture, liquidity, and valuation

Direct cash-flow alignment is weighed against exitability and price paid.

MetricValueEvidence
Annual buyback forecast
$20,000,000caution
Source presentation
Open source
forecast
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Buyback share of revenue
Reportedly ~50%caution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Completed buybacks
Separate verification requiredcaution
Research workflow
Open source
not-collected
Confidence: low

Illustrative seed example. Not live market data; verify against current sources before acting.

MetricValueEvidence
DEX/CEX availability
Mixed and requires venue-by-venue confirmationcaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Slippage at $250,000
Quoted 5.6% in source scenariocaution
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Slippage at $450,000
Quoted ~9% in source scenarionegative
Source presentation
Open source
source-claim
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Exitability rating
4.6 / 10negative
Internal model
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

MetricValueEvidence
Market-cap-to-revenue
Cannot be trusted until revenue is verifiedcaution
Research workflow
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Net buyback yield
Positive only if completed buybacks exceed new supplycaution
Internal model
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Conflict-of-interest adjustment
Applies explicitlynegative
Research policy
Open source
example-seed
Confidence: medium

Illustrative seed example. Not live market data; verify against current sources before acting.

Score history

Historical scores help show whether the thesis is strengthening or weakening.

Revenue versus price

Price and protocol usage should be inspected together.

Buybacks versus emissions

Gross positives can be cancelled by larger supply expansion.

Catalysts

Potential demand or thesis-improvement events.

CatalystDateToneWhy it matters
Verification sweep on founder claims2026-08-05cautionThe most important near-term catalyst is not hype; it is source verification.
Liquidity venue review2026-08-18negativeIf reported liquidity does not hold up under test size, the thesis weakens fast.

Risks

High-conviction research includes explicit invalidation and structural risk handling.

RiskSeveritySummary
Founder conflict of interestcriticalThe presentation had direct economic incentives for BORG adoption and appreciation.
Forecast versus completed datahighForecast buybacks should not be mixed with realized completed buybacks.

Claims and evidence

Claims remain separate from verified data until independently confirmed.

CategoryClaimStatusConfidence
AUMSwissBorg reportedly has significant assets under management.unverifiedmedium
BuybacksSwissBorg reportedly allocates roughly 50% of revenue to buybacks.unverifiedmedium
Buyback forecastSwissBorg reportedly forecasts at least $20 million in annual buybacks.forecastmedium
Locked supplySwissBorg reportedly has about 40% of supply locked.partially-verifiedmedium
Liquidity impactAbout $250,000 of BORG buying reportedly produced 5.6% quoted price impact in a demonstrated liquidity scenario.promotional-statementlow
Liquidity impactAbout $450,000 reportedly produced roughly 9% quoted price impact.promotional-statementlow
Research conclusion
Bull case: Verified buybacks, genuine lockups, and adequate liquidity make the token stronger than it first appears. Base case: The protocol has real utility, but the token case remains mixed until claims are verified and liquidity is tested. Bear case: Promotional framing, weaker-than-claimed liquidity, or overstated buyback economics undermine the investment case. Invalidation: Critical claims remain unverified or contradicted after primary-source review. Required evidence: Completed buyback records, holder distribution, locked-supply verification, license confirmation, and venue-level liquidity tests.