Workflows

Multi-step automations that run across thousands of pages

When a process needs to run over a whole segment - rewriting metadata, generating briefs, scoring content - workflows are the editor. Visual node graph combining AI, live data and your documents, then batch-executed against any URL segment.

Metadata Rewrite Workflow· running
Run the metadata-rewrite workflow on all thin product pages.
filter_corpus-Selected 156 product pages with word count < 400
read_search_console-Pulled top 5 queries per URL · 90-day clicks + impressions
batch_execute-Ran metadata + intro rewrite across 156 pages on Claude Sonnet
score_quality-142 / 156 variants cleared brand-voice + intent acceptance
Push the wins live - any I should hold back?
Ask about your website content…
SerpAPISearch ConsoleAI Overview & Snippet Capt…
Claude Sonnet
AI-generated answers can be wrong or incomplete. Verify anything important before you rely on it.

Illustrative preview - actual platform experience may differ.

How it works

Design once, run on any segment

Design once, run on any segment - powered by AI and live data.

01

Design the flow

Use the visual editor to add steps: AI agents, Search Console queries, GA4 metrics, SerpAPI lookups, RAG retrieval, page fetches.

02

Pick a segment

Point the flow at a single URL or a segment - /blog/*, /products/*, the 156 posts older than 12 months. Batch and progress are first-class.

03

Run & review

Each row gets the structured output of the flow. Export to CSV, push into a brief, or trigger downstream tasks.

Capabilities

Built for batch

Visual editor, live data sources, batch execution - all in one flow.

Visual node editor

Build flows with a drag-and-connect editor. Add triggers, AI steps, data sources and output nodes - no code required.

AI steps on any model

Each AI step picks its own model and prompt. Use a cheap, fast model for triage and a frontier model where it counts.

Search Console + GA4

Pull real performance data - impressions, clicks, CTR, sessions, conversions - directly into steps for grounded analysis.

SerpAPI live SERPs

Fetch live SERPs for any query and any locale. Compare your content against what's currently ranking, including AI Overviews.

Batch across segments

Run a flow on a single URL or batch across an entire segment. Process hundreds of pages with progress tracking and per-row results.

Built-in tools

Web search, browser fetch, semantic search over your crawl, RAG over your knowledge bases. Combine in a single step for richer outputs.

Workflows complement Skills. A Skill runs once in chat for a focused job; a workflow runs the same kind of work in batch across thousands of pages, on a schedule or on demand.

Closed Beta

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