Structured from real market behavior, not automated guesswork.
The market reveals hierarchy through transactions, not theory.
Automated appraisal tools dominate the industry.
They produce instant numbers based on keyword metrics, character counts, and historical averages. The output feels precise. But precision is not accuracy.
Golf.ai sells for $140,000. GoDaddy valued it at $2,141.
That is a 65× gap.
Chat.com sells for $15.5M against a $3M ceiling estimate. That is not an edge case. That is a systemic failure.
WECKETT exists because the gap between what automated tools say and what the market reveals is too large to ignore.
Model-driven appraisals built on 12,913 verified aftermarket sales across 33 marketplaces. Every price includes a confidence band, not just a point estimate. The model is transparent — methodology, training data, and limitations are published.
Monthly print + digital magazine covering pricing trends, market structure, and the stories behind names that trade. Issue #001 includes original CPC correlation research (R=0.06, p=0.48) that challenges a foundational industry assumption.
Structured evaluation process. Published methodology. Transparent limitations. Every appraisal is defensible — not because the number is perfect, but because the reasoning is visible.
| Domain | Tool | Automated Est. | Actual Sale | Gap |
|---|---|---|---|---|
| Qwen.ai | Humbleworth | $67 | $500,000 | 7,463× |
| Bet.bet | Estibot | $1,400 | $600,000 | 429× |
| Qwen.ai | Estibot | $1,200 | $500,000 | 417× |
| Bot.ai | Humbleworth | $3,655 | $1,200,000 | 328× |
| Chat.com | Estibot | $2,500,000 | $15,500,000 | 6.2× |
Source: Verified aftermarket sales vs. Estibot & Humbleworth automated appraisal tools (March 2026). Full analysis in Issue #001.
200 random mid-market sales ($500–$50K), blind-tested. 75% of actual sale prices fell within Weckett's confidence band. No cherry-picking.
Training data sourced from 33 verified marketplaces. 38 feature attributes. RandomForest v2.0 architecture. Published R² and confidence intervals.
We publish what the model cannot do. Strategic acquisitions, narrative-driven pricing, and private sales are explicitly excluded from scope. Honesty is the product.
"Many platforms optimize for immediate output. WECKETT optimizes for structured reasoning."
Marquee sales, accuracy metrics, price guide, and derivative appraisals — updated with each issue.
| Asset Type | Example | Realized | Automated | Gap | Why the Tool Fails |
|---|---|---|---|---|---|
| Interface-defining brand | Chat.com (2023) | $15.5M | $1.0M – $3.0M | 5× – 15× | No strategic optionality model. "Chat" as keyword ≠ "chat" as primary AI interface. |
| Category-defining generic | Gold.com $8.5M · Connect.com $10M | $8.5M – $10M | $500K – $2.0M | 3× – 10× | Cannot model index-constituent behavior or decade-long holding thesis. |
| AI semantic anchor | AI.com $70M · You.ai $700K | $700K – $70M | $500K – $5.0M | 2× – 14× | Narrative velocity: appraisals lag adoption 12–36 months. |
| .ai TLD — single word brand | Lotus.ai $400K · Speed.ai $165K · Amber.ai $115K | $100K – $400K | $500 – $5,000 | 20× – 800× | GoDaddy applies blanket TLD discount to .ai. The market moved. The model did not. |
| AI interface primitive | Stack.ai $258K · Sound.ai $250K | $125K – $259K | $100K – $400K | 2× – 12× | Interface-value not modeled. Sound.ai was private — never in training data. |
| Sport / lifestyle + .ai | Golf.ai $140K (2024) | $140,000 | $500 – $2,000 | 70× – 280× | Sport + TLD premium. Zero automated model captures this combination. |
| Domain | Venue | Actual Sale | Weckett Price | Deviation | In Range |
|---|
