What This Workflow Does

Reviewing backlinks one by one to decide what to keep and what to disavow is tedious—especially when you're dealing with hundreds or thousands of links. 

This workflow takes a CSV of your backlink domains and your brand kit, then analyzes every link for relevance and risk. 

It scrapes each backlink for contextual signals, runs it through an LLM trained on spam indicators and quality signals, and outputs a clear list of URLs to keep and URLs to disavow—with detailed justification for each decision.

Key Features

• Handles 10 to 10,000 backlinks in a single run
• Scrapes each backlink for contextual signals
• LLM trained on red flags for spammy links and positive quality signals
• Outputs a keep/disavow decision for every URL
• Provides detailed justification for each decision
• Final output includes total URLs to remove and total to keep

How It Works

1. You upload a CSV file with your backlink domains and your brand kit (brand name, niche, specific criteria).
2. The system parses the file and organizes domains for review.
3. A loop scrapes each backlink to gather contextual signals.
4. Each backlink passes through an LLM step trained on spam red flags and quality indicators.
5. The LLM evaluates each link and decides whether to keep or disavow.
6. You get a structured output: a list of URLs to disavow, a list to keep, and detailed analysis with justification for each decision.

The output uses a "Keep Backlink" column—false means remove, true means keep.

Outcome

A complete backlink audit with clear keep/disavow decisions for every link, plus detailed reasoning behind each one. Gives you a confident starting point to clean up your backlink profile without manually reviewing each URL.

Tools Used

• Slate – workflow automation
• Web scraper – contextual signals
• Any LLM – link evaluation

Marketing today is about automating manual tasks so you can focus on strategy. TripleDart builds you marketing engines that scale towards predictable growth.

If you want to build similar workflows for your brand or partner with us, get in touch with one of our experts.

You can deploy no-code workflows using our marketing automation platform, Slate. Try it here!