š© Step 1: Inbound Brand Offer
100% Local NDA-Safešļø Step 2: TabPFN Deal Levers (What-If Simulator)
Average Views per Post
68,000
Engagement Rate (%)
6.9%
Paid Ad Usage Rights (Days)
30 days
Category Exclusivity Lockout (Days)
15 days
Revisions
š”ļø Contract Scope & Trap Radar
TabPFN-3.5 Calibrated Distribution (Zero LLM Math)
Verified Fair Rate Card & Probability Band
SEVERE LOWBALL (-61.3%)
Brand's Offer
$650
Below 10th Percentile
P10 Floor Rate
$1,310
Minimum Walk-Away
P50 Fair Market Rate
$1,680
TabPFN Target Anchor
P90 Stretch Buyout
$2,170
Enterprise Q4 Ceiling
ā” Prior Labs Counterfactual Agent Loop
TabPFN tests 5 parallel contract mutations to show which lever unlocks the most money
š¤ Local gemma3:1b Counter-Offer Generator
Every dollar figure is hard-locked to TabPFN's output via our Deterministic Regex Firewall
š”ļø 0 Hallucinated Numbers