Public pricing · Fixed timelines · Free for the first 25 brands in the cohort
NES
Net Entropy Score · Pricing
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Four ways to engage with the framework.

Public pricing. Fixed timelines. No discovery calls before a price comes back. Start with a $199 directional snapshot for a fast first read, the quick-turn diagnostic for an analyst-led report, the standard diagnostic for PE-grade depth, or the strategic engagement for ongoing measurement infrastructure.

Directional Snapshot

A 1-page directional NES read on one brand.

Automated review aggregation across the public surfaces you share. Predicted NES score with band, top 2-3 friction themes, and a leakage range. Delivered as PDF within 24-48 hours. No analyst call. Best as a first read before you commit to the full Quick-turn diagnostic.

$199
USD · One-time payment
Email to order
Reach out and I'll share a payment link.
Quick-turn diagnostic
$2,500
USD · One-time payment
A focused directional read on your brand from public data only. For founders, operators, and small teams who want a fast, defensible snapshot.
  • 7-day delivery
  • 8-page Measured NES report
  • AI review aggregation across 4-6 portals
  • Predicted vs Measured NES with convergence gap
  • Top friction themes from review aggregation
  • 30-minute readout call
Buy now
Pay securely via Razorpay. USD accepted globally. All fees non-refundable.
Strategic engagement
$30K + $20K/mo
6-month minimum · Initial diagnostic + ongoing measurement
Ongoing brand consistency measurement infrastructure. For brands at scale, growth-stage companies, and consumer brand groups with multiple business units.
  • Initial 12-page Measured NES diagnostic
  • Quarterly Measured NES with confidence intervals
  • Channel-split analysis (DTC, marketplace, retail)
  • Custom diagnostic studies on emerging questions
  • Monthly performance reviews with leadership
  • Dedicated framework analyst
  • Email and Slack support
Book intro call
30-minute scoping call before engagement starts.

Every tier includes

NES v1.0 framework with locked methodology
Predicted NES from public data only (no internal data required)
Industry-calibrated coefficients (Forrester, ACSI, Bain research base)
System-state calibration (Optimised / Mature / Moderate / Broken)
Convergence gap diagnostic (Predicted vs Measured)
Dollar-quantified Revenue Opportunity and Margin Recovery
Investment requirement and ROI projection (24-month window)
SSRN Working Paper Abstract 6667158 reference

Common questions

What does "Measured NES" mean if you only use public data?
Public-data NES is technically Predicted NES. Measured NES upgrades the read by aggregating customer reviews via AI across 4-12 portals (Trustpilot, Google, marketplace platforms, app stores), scoring band distribution, and applying engagement-specific calibration. Without operator-confirmed cohort data the read remains directional, but it is significantly more defensible than public-signal Predicted NES alone.
Do I have to share internal data?
No. The framework reads from public data substrate. If you choose to share annual revenue, return rate, or cohort retention by channel, the calibration sharpens. For PE diligence engagements, no internal data is shared by the target. For client engagements, optional operator-confirmed inputs upgrade the precision.
What is "free for the first 25 brands"?
A research cohort. The first 25 brands to engage with the framework receive their initial diagnostic without fee in exchange for participating in the prospective tracking cohort referenced in the SSRN working paper. The cohort accumulates calibration data that refines the framework's predictive validity. Open to founders and operators of brands with $1M+ annual revenue. Cohort is currently filling.
How do payments work?
All tiers are priced in USD. The Quick-turn tier is self-serve via a Razorpay payment link. The Directional Snapshot is invoiced via a payment link sent on email order. Standard and Strategic tiers are invoiced post-scoping call.
What happens after I buy the Quick-turn diagnostic?
You receive a confirmation email within 5 minutes with a brief intake form (brand name, website, target portals, any specific questions). The diagnostic engagement begins within 24 hours. The 8-page report is delivered within 7 calendar days, followed by a 30-minute readout call to discuss findings.
How do I know this works?
Predictive validity is documented in the SSRN working paper. The most recent demonstration: a public-data Predicted NES of +7 on a $3M consumer brand, upgraded to a survey-based Measured NES of +58 (95% CI [+44, +72]) once 93 customer responses were aggregated. Direction correct, magnitude sharpened. The framework is positioned as v1.0 and predictive validity claims are bounded.