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Agent · Research & analysis

Size up a keyword before you commit to it.

It reads the live results, names the format that keeps winning, and tells you what competing would take.

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4 stepsRuns on demandWeb search · AI call
4chained stepsOn demandrun mode2step types1click to add
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What it does

Pre-built, then yours to customize.

Add it to your workspace in one click. Sensible defaults and example inputs are already filled in.

  • ✓Intent classified before anything is briefed
  • ✓The format that actually wins, named
  • ✓An honest difficulty read, not a score out of 100
  • ✓Fast enough to run on a keyword before committing
Web search
Analyze SERP for target keyword
✓read_live_serp1.5s
✓classify_intent1.2s
✓identify_winning_format1.4s
✓assess_difficulty1.3s
4 steps · Runs on demand
Every run logs each step’s input, output and runtime.

The steps

What happens on every run.

1

Read the live SERP

The current ranking set, read at run time rather than from a cache.

2

Classify the intent

What the searcher wants, which decides whether the page can convert at all.

3

Identify the winning format

Listicle, comparison, tool, deep guide — whichever the results reward.

4

Assess what it takes

An honest read on whether this is worth your next brief.

Before & after

The time this gives back.

Doing it by handyour team
Reading the results by hand~35m
Judging intent and format~30m
Guessing at difficulty~20m
Per keyword, by hand~1.4 hrs
Analyze SERP for target keywordLive
Agent reads the SERPauto
Agent classifies and assessesauto
You decide go or no-go~5m
One agent run~5 min

Steps that touch the outside world — a CMS, a channel, a live page — gate on human approval. You keep final approval.

FAQ

Questions, answered.

Why does intent matter more than volume?
A high-volume keyword whose results are all free tools will not convert for a product page, however well you write it. Intent decides whether the page can work; volume only decides how much traffic a working page gets.
Is this the same as a keyword difficulty score?
No. It reads the actual results and tells you what competing would require — the format, the depth, the kind of source cited — rather than compressing that into one number.
Should I run this before the brief agent?
Yes, that is the intended order. This one is cheap and tells you whether the keyword deserves a brief at all.

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Trusted by 70+ brands & agencies

Add this agent to your workspace.

Start free. Customize the steps, run it on demand or on a schedule, and approve anything that ships.

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