MARKETING
Featured Snippet Loss Detector with AI Fix Brief
Checks your tracked keywords in Brave Search daily, flags any that lost their featured snippet since the last run.
How it runs
The automated pipeline, trigger to output.
- TriggerDaily schedule fires the keyword sweep
- ActionQuery current SERP per keyword in Brave SearchBrave Search
- LogicDiff against stored snapshot, keep only snippet losses
- ActionDraft content-fix brief with OpenAIOpenAI
- ActionWrite brief and refresh snapshot in AirtableAirtable
- OutputPost loss alert with brief links to SlackSlack
What it does
Each morning it queries Brave Search for every keyword you track, reads whether a featured snippet is present and who owns it, and compares against yesterday's stored state. When a keyword you previously owned (or that had any snippet) drops the snippet, it generates a concrete content-fix brief and routes it to your team.
When to use it
Run this when featured snippets drive meaningful traffic and you can't afford to discover a loss weeks later in analytics. It is the early-warning layer that turns a silent SERP change into a same-day editing task.
How it works
- 1A daily schedule fires the run.
- 2For each tracked keyword, Brave Search returns the current SERP including snippet presence and owner.
- 3A logic step diffs the result against the last stored snapshot in Airtable and keeps only keywords where the snippet was lost.
- 4For each loss, OpenAI drafts a fix brief: the new snippet owner, why they likely won, the target word count and format, and the exact passage to rewrite.
- 5The brief and updated snapshot are written to Airtable.
- 6A Slack message posts the loss list with brief links so an editor can pick it up.
Set it up
What you configure once, before turning it on.
- 1Connect Brave SearchWeb, news, image, video search.
- 2Connect AirtableBases, tables, views, automations.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run this workflow in your colony.
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