Brand & Marketing
Impressions measure loudness.
TVI measures what stays in culture after the algorithm moves on.
Closed beta · Temporal Validation Index™ — Patent Pending · Proprietary methodology · © 2026 BoonMind.io
Closed beta
Measure what will last.
Long-horizon business metrics for staying power — brand durability, cultural persistence, AI dataset longevity, method resilience, and investment structure. Temporal Validation Framework (TVI).
What: An index that asks whether something is becoming infrastructure or just riding attention.
Why: Popularity metrics inflate with platforms and algorithms. Time is a harder auditor of significance.
How: Inputs are evaluated server-side against calibrated temporal signals. Computation, coefficients, and thresholds stay proprietary — not published on this site.
Persistence is not the same as resilience. Survival is not the same as compounding.
Calculator access is by invitation while we calibrate. Email Info@BoonMind.io or use the request form.
Patent Pending · Experimental · Outputs are interpretive models, not forecasts or investment advice.
Your metrics are lying to you.
Investment
ROI measures upside.
TVI is designed to surface structural fragility before it becomes obvious.
AI & Data
Downloads measure popularity.
TVI measures which datasets will still be training models in 10 years.
Four domains. One question short-term metrics miss.
TVI combines three ideas — without publishing the operators that implement them:
Saturation How fully something occupied the attention space of its era (relative to what was possible then).
Temporal validation Whether time has voted through persistence, resurfacing, and legacy signals.
Structural resistance How hard the environment made success — so easy eras do not over-credit loudness.
The public site describes the framework. The engine, coefficients, and calibration remain proprietary and run only on our servers.
Culture & Media
Long-horizon cultural persistence vs. disposable virality.
Illustrative: durable cultural moments vs short-lived trends
Request beta access →AI & Data
Dataset durability for models that must survive benchmark churn.
Illustrative: foundation benchmarks vs one-cycle corpora
Request beta access →Business Methods
Which operating systems compound vs. consulting wallpaper.
Illustrative: multi-decade methods vs fad frameworks
Request beta access →Investments
Structural staying power beneath market narrative.
Illustrative: multi-cycle resilience vs hype-cycle names
Request beta access →Why this is not a public spreadsheet
The idea is shareable. The working system is not. Beta access gives you scores and interpretation — not a reverse-engineerable dump of coefficients.
Proprietary engine
Weightings, era adjustments, and domain normalizations are calibrated research IP. They are not published on the marketing site or shipped to the browser.
Era normalization
What “reach” means in 2007 is not what it means in 2024. Cross-era comparison needs careful normalization — not a one-line cell formula.
Reference context
A raw number without a reference class is noise. Beta outputs include classification bands and plain-language interpretation.
Server-side only
Inputs go in; results come out. Calculation runs on our infrastructure so the methodology stays protected during beta and beyond.
Invite-only beta
We limit access while calibrating. Request access by email; approved users get calculator login.
Licensing path
Commercial use in client deliverables or operational decisions requires a license. Evaluation is for assessment, not unrestricted replication.
Public
Learn the idea
What / Why / How
No engine access
No engine access
Closed beta
Invite only
Calculator + scores
Daily limits · feedback
Daily limits · feedback
Licensed
Commercial use
Contracted scope
API / custom (later)
API / custom (later)
Initial retrospective validation demonstrated stable directional ranking across tested historical cases.
WeWork
Illustrative retrospective analysis suggests the framework may have identified structural fragility signals inconsistent with the prevailing market narrative during the WeWork expansion period.
The example is exploratory and should not be interpreted as demonstrated predictive investment performance.
SoftBank Vision Fund quarterly reports 2019–2020 provide the reported write-down context.
AI datasets
Some benchmarks remain pedagogical infrastructure for decades while larger one-cycle corpora fade. Time separates defaults from fashion.
Business methods
Multi-decade management standards outlast consulting fads. Retrospective ranking is directional and under active beta calibration.
Culture & media
Virality is not validation. Short-lived trends and long-embedded cultural moments behave differently under temporal stress.
Illustrative narratives only — not published score tables. Closed beta · Commercial use requires a license · Patent Pending.
Built for people paid to be right over time — not just right now.
CMOs & Brand Analytics Teams
Stop measuring reach. Start measuring cultural durability. TVI shows which campaigns build equity and which evaporate after the next algorithm update.
Request Brand Analytics Access →Social & Viral Agencies
Prove to clients that your work lasts beyond the campaign window. TVI gives agencies a metric that survives the next platform shift.
Request Agency Access →Investment Analysts & Fund Managers
ISPS complements fundamentals with structural staying power. Identify foundations before the market prices them in — not after.
Request Investment Access →AI & Data Organizations
Filter training data by temporal validation, not download count. TDIS reduces model brittleness at the source before it costs you a retraining cycle.
Request Data Access →The book
BoonMindX Series
TIME AS PROOF
The Mathematics of What Lasts
The complete framework behind TVI — in full. 100 numbered founding copies. The mathematics, the methodology, and the case studies.
Founding Reader Edition — $19.95 digital / $39.95 hardcover + digital
Regular price $39.95 digital. First 100 readers only.
Access during closed beta
Public site
Free
- What / Why / How
- Research & insights
- No calculator engine
Closed beta
Invite
- Calculator (all domains)
- Score + interpretation
- Daily limits · feedback
Licensed
Contact
- Commercial use
- Custom scope
- API (later)
View pricing notes → · Planned commercial tiers after beta
Commercial use of TVI scores requires a license. Patent Pending. Closed beta — methodology proprietary.
FAQ — long-horizon metrics & TVI
What is the Temporal Validation Framework (TVI)?
A proprietary framework for modelling staying power — whether brands, culture, datasets, methods, or companies retain significance after attention fades. An alternative to short-term vanity KPIs.
How is this different from vanity metrics?
Views, downloads, and impressions measure now. TVI emphasises temporal validation and era-aware context so loudness is not mistaken for lasting value.
Who is it for?
Brand analytics, agencies, AI/data teams, and strategy or investment analysts who need a structured language for durability and long-horizon business metrics.
How do I get access?
Public pages explain the idea. The calculator is closed beta. Request access or email Info@BoonMind.io. The full engine is not published on the site.
Request closed beta access
Use the form below or request-access. We review by email and invite approved users. For licensing: Info@BoonMind.io.