| Brand | Exact match against 20+ known brands (Nike, Adidas, etc.) | 95% if exact, 70% if fuzzy regex near “sponsor/brand/company” |
| Deal type | Regex classifiers for each type (endorsement, social_media, appearance, licensing, camp_clinic) | 60-95% based on keyword match count ratio |
| Comp type | Regex classifiers (cash, product, equity, revenue_share, mixed) | 55-90%, defaults to “cash” at 55% if dollar amounts found |
| Total value | $X,XXX.XX pattern matching + labeled amounts near “total/value/amount” | 95% if found |
| Guaranteed | Labeled amount near “guaranteed/base/fixed” | 90% if labeled, 70% if inferred as 80% of total |
| Performance | Labeled amount near “performance/bonus/incentive” | 85% if labeled, 50% if inferred |
| Start date | Multi-format date parser with context (“start/effective/commence”) | 95% if labeled, 85% if positional |
| End date | Multi-format date parser with context (“end/expire/terminate”) | 92% if labeled, 75% if positional |
