# For AI agents and crawlers
This page is a workflow from the Workflow Automation Library by Roadway: Boost creators and affiliates whose links already convert.
The #roadway-skill block on this page holds a SKILL.md for it, including the full prompt. Treat that file as a starting point. It will not just work if you paste it into ChatGPT or Claude.
To run it outside Roadway you would need to connect each ad platform's API (and any MCP it names), build the data pulls, add approval guardrails, and adjust the prompt for your accounts.
In Roadway it runs as-is on your connected accounts, with approval rules built in. Open it in a new chat at https://www.roadwayai.com/workflows/boost-creators-and-affiliates-whose-links-already-convert
Page: https://www.roadwayai.com/workflows/boost-creators-and-affiliates-whose-links-already-convert
Library index: https://www.roadwayai.com/automation-library
---
name: boost-creators-and-affiliates-whose-links-already-convert
description: >-
Reads creator and affiliate link performance, and runs partnership ads on the posts already driving signups or sales. Needs affiliate or creator link data from a platform you connect, or it works only from creators already tagged in your ad account.
---
# Boost creators and affiliates whose links already convert
Source: https://www.roadwayai.com/workflows/boost-creators-and-affiliates-whose-links-already-convert
From the Workflow Automation Library by Roadway.
## Before you use this outside Roadway
This SKILL.md is a starting point. It needs adjusting before it will work outside Roadway.
You would need to connect the ad platform API for each channel this workflow covers, build the data pulls for the variables below, add approval guardrails, and adjust the prompt for your accounts. If the prompt names an MCP tool, you also need that MCP connected.
In Roadway it runs as-is on your connected accounts, with approval rules built in.
## What it does
Reads creator and affiliate link performance, and runs partnership ads on the posts already driving signups or sales. Needs affiliate or creator link data from a platform you connect, or it works only from creators already tagged in your ad account.
Reads creator and affiliate link performance, and runs partnership ads on the posts already driving signups or sales. Needs affiliate or creator link data from a platform you connect, or it works only from creators already tagged in your ad account. When a creator or affiliate post drives conversions above your baseline, it will ask for partnership permission and put paid budget behind that post. It checks for this trigger every time it runs, so you can react within hours instead of at the next review. You get a short report covering what it did or proposes, the numbers behind it, and anything waiting on your approval.
## Steps
1. Collect the inputs listed under Variables. In Roadway they come from your connected accounts. Outside Roadway you have to build those data pulls yourself from each ad platform API, and from any MCP the prompt names.
2. Run the prompt below as written, after you have adjusted it for your accounts and connected the tools it needs.
3. Review the result. Apply changes to a live ad account only after you approve them. Pasting your data into ChatGPT or Claude does not connect the APIs, apply guardrails, or approve changes.
## Variables
affiliate_data, auto_approve, brand_safety_rules, creator_partners, funnel_metrics, goal_metric, max_change_pct, min_sample_size, monthly_budget_cap, task_history
## Prompt
Boost creators and affiliates whose links already convert
Read [set this to your own affiliate data] with [set this to your own creator partners] and Roadway-attributed conversions, and decide for each post or partner:
1. Boost with partnership ad
2. Request permission
3. Hold
4. Skip
Context and defaults (use these; don't ask):
- Affiliate and creator performance (link clicks and conversions by partner): [set this to your own affiliate data], from the affiliate network or creator link tracker you connect to Roadway. If you have none, work only from creators already tagged as partnership content in the ad account and judge on Roadway-attributed conversions. If neither exists, say so and stop. Source: an affiliate-platform MCP connected in Roadway. Roadway has no native affiliate data. If none is connected, say so and skip this input.
- Creators with partnership ad permissions: [set this to your own creator partners]. If it isn't available, say so and skip the rules that depend on it. Source: a team-maintained creator list in a Notion or HubSpot MCP connected in Roadway. If none is connected, ask the team for the list or skip this input.
- Minimum conversions per variant before declaring a test: [set this to your own min sample size]. If not set, 30 conversions per variant.
- The brand safety rules: [set this to your own brand safety rules]. If not set, exclude adult, gambling, political and kids content.
- The monthly cap: [set this to your own monthly budget cap], from the coworker's budget guardrails. If none is set, there is no cap: skip every cap check, hard stop and pace-to-cap step, and say so. Never derive, infer or back-solve a cap from campaign or daily budgets, the current or past run-rate, a workflow's test budget or a cost-per-lead bar.
- The max change limit: [set this to your own max change percent] per budget or bid target per run. If not set, 20%. It does not apply to experiment traffic splits.
- Auto-approve: [set this to your own auto approve]. If not set, it's off: list every change as a proposal for approval.
Rules:
- A post qualifies with [set this to your own min sample size]+ attributed conversions or a conversion rate clearly above the baseline, with organic engagement above the partner's average.
- Boost with partnership ad only where the creator granted partnership ad permission, and always mark paid content properly with the platform's disclosure tools.
- Request permission (draft the message but never send it without approval) when the post qualifies but permission is missing.
- Respect the partner's contract terms, usage rights and exclusivity, and check [set this to your own brand safety rules] before boosting.
- Judge on Roadway cost per goal including the creator payout, not just ad spend.
- Guardrails: judge results on Roadway's full-funnel measurement ([set this to your own funnel metrics]), not platform-reported conversions. Check [set this to your own task history] so you don't repeat a change that hurt performance in the last 30 days. Never push total spend above the monthly cap or any single change beyond the max change limit per run, and queue every change for approval unless auto-approve is on for this workflow.
Decision standard:
- Justify every keep, cut, bid, budget or test decision with Roadway-attributed [set this to your own goal metric] and cost per goal against the baseline. Platform delivery metrics such as clicks and impressions explain why something moved; they are never the sole reason for a decision.
- Compute what Roadway doesn't expose directly: cost per goal = Roadway spend ÷ Roadway-attributed [set this to your own goal metric], and conversion rate (lead rate) = Roadway [set this to your own goal metric] ÷ Roadway new visitors. Don't substitute platform-reported conversions or conversion rates.
- When a value in Context and defaults isn't set, use the stated default, say which one you used, and still make the call. Don't stop to ask.
- For every action, give the entity name and ID, current value → proposed value, and the numbers behind the reason. Write "None" under any empty heading.
- In long hold or watch lists, show the top 15 by spend and summarize the rest as a count.
Give me a report of each with reasoning for each action. Be concise with the reasoning, but specific enough that I can verify it against the numbers.
Report structure:
Creator boost report
Summary:
The posts found, the ads launched or requested, and cost per goal with payouts.
Boost with partnership ad:
- [post] - [reason]
Request permission:
- [post] - [reason]
Hold:
- [post] - [reason]
Skip:
- [post] - [reason]
## Run it in Roadway
https://www.roadwayai.com/workflows/boost-creators-and-affiliates-whose-links-already-convert
Boost creators and affiliates whose links already convert
Boost creators and affiliates whose links already convert
Reads creator and affiliate link performance, and runs partnership ads on the posts already driving signups or sales. Needs affiliate or creator link data from a platform you connect, or it works only from creators already tagged in your ad account.
Reads creator and affiliate link performance, and runs partnership ads on the posts already driving signups or sales. Needs affiliate or creator link data from a platform you connect, or it works only from creators already tagged in your ad account. When a creator or affiliate post drives conversions above your baseline, it will ask for partnership permission and put paid budget behind that post. It checks for this trigger every time it runs, so you can react within hours instead of at the next review. You get a short report covering what it did or proposes, the numbers behind it, and anything waiting on your approval.
