SERP Analysis skill
The SERP-reading methodology Okara’s SEO Agent uses to decode intent, SERP features, and the winning content type for a query before you build the page.
Download the methodology, see how the agent reads a SERP, or run it live inside the SEO Agent.
- Category
- SEO
- Agent
- SEO Agent
- Format
- serp-analysis.md
- Price
- Free to download
The skill file
--- name: serp-analysis description: Read the search results for a query to decode intent, SERP features, and the content that ranks — before you write a single word. owner: Okara SEO Agent --- # SERP Analysis Before targeting a keyword, study its search results so you build the right kind of page, aimed at the right intent, with a realistic shot at ranking.
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About this skill
What is the SERP Analysis?
The SERP Analysis skill is the methodology Okara’s SEO Agent uses to read a query’s search results before you invest in content: what the searcher really wants, which format ranks, which SERP features are in play, and how hard the term is to win.
It’s written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to understand how a SERP is decoded into a content brief, adapt it for your own writers, or let the SEO Agent analyze the results for the terms you care about.
Downloading the instructions is free with an Okara account. Running it continuously, with SERPs re-read as intent and features shift, is part of the SEO Agent.
That drift is measurable. Ahrefs’ research into page-one rankings found the average #1 result is now about 5 years old, up from roughly 2 years in 2017, and that nearly 73% of page-one pages are more than 3 years old — the pages you’re studying today are themselves being maintained and re-optimized by whoever wrote them. A SERP read six months ago is already stale; re-analyzing before a rewrite isn’t caution, it’s catching up to pages that never stopped moving.
Example
See it in action
You ask: “We wrote a long guide for "project management software" and it won’t rank. What are we missing?”
Agent does: The intent is the problem. Every page ranking for "project management software" is a product or comparison page — the searcher wants tools, not a how-to guide. Your long-form article is answering a question no one is asking on this SERP. Either retarget the guide to an informational query it fits, or build a comparison-style page to match what actually ranks. There’s also a featured snippet you could win with a short definition block, but only once the format matches.
Comparison
The skill vs. the alternatives
| Do it yourself | Hire a freelancer or agency | SERP Analysis skill (free) | SEO Agent | |
|---|---|---|---|---|
| Cost | Your own time | $500–$5,000+ per project | Free with an Okara account | Included in the AI CMO plan |
| Time to first result | Hours to days, per attempt | Days to weeks, plus revision rounds | Minutes — download and follow it | Same day, runs automatically |
| Consistency over time | Depends on remembering to do it | Only as long as the retainer lasts | One-time; you re-run it yourself | Continuous, on a schedule |
| Who does the work | You, from scratch each time | Someone who has to learn your business first | You (or your agent), following the exact steps | Okara's SEO Agent, end to end |
How it works
From input to output
- 1
You provide a target keyword
Share the term plus the locale and device you care about. Optionally add your current ranking URL.
- 2
Okara reads the search results
The SEO Agent examines the pages that rank, the features on the SERP, and the format the engine rewards.
- 3
It decodes intent and difficulty
Search intent, winning content type, SERP features, and an honest difficulty read are pulled from the results.
- 4
You get a content brief
A clear spec of the format, depth, features, and angle you need to have a realistic shot at ranking.
What's included
Everything it covers
Search intent decoding
Infers what the searcher actually wants from the pages the engine already rewards.
SERP feature mapping
Records snippets, People Also Ask, images, video, local, and shopping units in play.
Winning content-type read
Identifies the format — guide, listicle, product, tool, video — that ranks for the query.
Honest difficulty assessment
Gauges the authority and depth of ranking pages so you don’t chase unwinnable terms.
Featured-snippet targeting
Spots snippet and People Also Ask opportunities and the passage shape needed to win them.
Ranking angle
Pinpoints what every ranking page misses so your page can be better or different.
Use cases
When to reach for it
- Decide whether a keyword is worth targeting before you invest.
- Diagnose why a page won’t rank when the term looks winnable.
- Brief writers with the exact format and depth a SERP rewards.
- Find and win featured snippets and People Also Ask slots.
- Judge keyword difficulty honestly instead of guessing.
Frequently Asked Questions
Related skills
Pair it with these skills
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Ecommerce SEO
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