SponsorPulse 🚀 — The Local-First Brand Deal Quant & Negotiation Agent (TabPFN + Gemma 3:1b)

说明与用途

SponsorPulse 为创作者提供数据驱动的估值区间和反报价模板，帮助他们谈判公平的品牌合作。

问题

Creators often accept lowball brand offers or fear negotiation, leading to underpayment.

结果

SponsorPulse delivers data-backed fair market rate cards and bulletproof counter-offer drafts, reducing underpayment risk for creators.

工作流

• 1. Paste brand email into Inbound Brand Audit to scan for predatory clauses and calculate underpayment gap.
• 2. Use Interactive Deal Levers to adjust views, engagement rates, and ad usage sliders, receiving instant probabilistic curve updates from TabPFN.
• 3. Run counterfactual queries to see cash unlocked by tweaking contract terms.
• 4. Generate counter-offer email with local Gemma 3:1b, verified by Numerical Firewall to prevent hallucinated numbers.
• 5. Review OpenTelemetry span waterfall for execution latency and test sliders in 1-Click Judge Sandbox if needed.

证据

SponsorPulse uses TabPFN-3.5 to compute exact 10th–90th percentile fair market rate cards and local Gemma 3:1b to draft psychologically grounded, bulletproof counter-offer emails

来源

Small LLMs are notoriously bad at math. If you ask an LLM to price a brand deal, it will hallucinate random numbers.

来源

Runs 5 parallel "What-If" queries to show the creator exactly how much cash is unlocked by tweaking contract terms

来源