SERP Intent Mapper — Keyword → Page Type Match

Unlike free search-intent prompts and intent classifiers that guess from the words, this skill keeps two verdicts apart: an offline rule-based guess for every keyword, and a SERP verdict that counts the real top 10 by page type ("9/10 comparisons"). Then it checks your existing page for each keyword and marks it MATCH, PARTIAL or MISMATCH, with the fix. It never invents SERP results, volumes or rankings.

Sample run: asana.com, 9 project-management keywords (SERP = Brave Search top 10, US English, fetched 20 Oct 2026, not Google; public pages; not affiliated with Asana):

1. Script: commercial 4, informational 3, transactional 1, navigational 1; SERP check REQUIRED for asana pricing, asana vs trello, trello alternatives
2. asana vs trello → 9/10 head-to-head comparisons · /compare/asana-vs-trello ranks #7 → MATCH
3. how to create a project plan → 8/10 step-by-step guides · /resources/project-management-plan #8 → MATCH
4. project plan template → the rules said "guide"; the SERP showed 10/10 template pages, so the report follows the SERP · Asana's 30-template page #10 → MATCH
5. project management software → 7/10 "best X" lists, 2 vendor pages · /uses/project-management (product page) #12 → MISMATCH
6. trello alternatives → 9/10 numbered alternatives lists · the vs-Trello page says "See Trello Alternatives" in its title but is not in the top 20 → MISMATCH
7. gantt chart examples → 5/10 guides, 4/10 numbered example roundups · /resources/gantt-chart-basics not in the top 20 → PARTIAL: add numbered examples
8. Not checked: trello login (navigational, skip)

Full report from this run (9-row intent map, top 3 fixes) in the Example below.

Works in Claude Code, Cursor and Codex · tested on real public data (the Asana run above) · SKILL.md + one Python script (stdlib only, no network, no API keys) · never invents SERP results, search volume or rankings · v1.0, updated Oct 2026 · questions answered via Agensi messages within 24h · Pre-classify 1,000s of keywords in the cloud with our Apify actor (first 100 keywords free per run): https://apify.com/cygnix_labs/serp-intent-mapper · Free MCP server with a classify_search_intent tool: https://github.com/cygnixlabs-cmd/cygnix-seo-mcp

Most pages that never rank have the wrong format, not the wrong words: a product page aimed at a "best X" query, or a blog post aimed at a "buy" query.

What it does

• Pre-classifies any keyword list offline: informational, commercial, transactional, navigational or unclear, with confidence, a local flag and the modifiers behind each label. Mixed or unclear rows are marked SERP check REQUIRED.
• Reads the SERP you paste (top 10 titles and URLs) or a SERP tool you connect, and counts it by page type: guide, listicle, comparison, product, service, tool/template, local, video, forum, brand.
• Decides the dominant format (5+ of 10) or flags a split SERP, and notes the angle: years in titles, audience, numbered lists, "free".
• Checks your pages: MATCH, PARTIAL or MISMATCH for each existing URL, with the fix.

How it works

1. Give it a keyword list or a CSV/TSV export (Search Console, Ahrefs, Semrush), plus brands and cities if you have them.
2. Paste the top 10 results for the priority keywords and the URL you want each one to rank.
3. You get intent-map.csv and a Markdown report: one table (rule-based intent, SERP verdict with its count, page type, angle, match status) plus the top 5 fixes.

Who it's for

SEO leads, content teams and agencies deciding "blog post or landing page?", or diagnosing pages stuck on page 2. Not a rank tracker or volume tool.

Pairs well with (Cygnix Labs, on Agensi)

• Keyword Clusters + Intent Map: No Paid SEO Tool Needed (agensi.io/skills/keyword-clusters-intent-map-no-paid-seo-tool-needed): cluster the list first
• Keyword Gap Analysis — Competitor Gaps + Priority Plan (agensi.io/skills/keyword-gap-analysis-competitor-gaps-priority-plan): find the keywords to map
• SEO Content Brief — Writer-Ready Outline, free (agensi.io/skills/seo-content-brief-writer-ready-outline): brief the page once the format is set
• Win Featured Snippets + People Also Ask: SERP Win Plan (agensi.io/skills/win-featured-snippets-people-also-ask-serp-win-plan): when the SERP has a snippet
• Fix Keyword Cannibalization Using Google Search Console (agensi.io/skills/fix-keyword-cannibalization-using-google-search-console): two pages, one intent
• Find Decaying Pages: GSC Triage + Content Refresh Plan (agensi.io/skills/find-decaying-pages-gsc-triage-content-refresh-plan): refresh pages losing traffic

Known limitations

It does not fetch search results: paste them or connect a SERP tool you already use, otherwise rows stay labelled "pre-classification only". The offline rules read English modifiers only and have no template bucket, so "template" keywords come out as guide until the SERP check corrects them.