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Get Started Free →mkurman/keyword-research
When the user wants to research keywords, find target keywords, or analyze search intent. Also use when the user mentions "keyword research," "keyword tool," "target keywords," "search volume," "search intent," "keyword difficulty," "topical map," "keyword clustering," "People Also Ask," "Google autocomplete," "autocomplete keywords," or "alphabet method." For clusters, use content-strategy.
Passed 14 of 22 test cases with the skill, and 10 of 22 without it.
and 1 more in the full report
4 fixed10 passed either way8 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We have a list of search queries like 'pdf converter', 'image resizer', and 'csv cleaner'. How should these functional modifier terms be classified in terms of search intent and conversion potential?
| Checked | Without skill | With skill |
|---|---|---|
| Output identifies terms ending in tool suffixes like -er or -or as high-conversion queries. | Missed | Passed |
| Output classifies functional tool queries as commercial or transactional intent. | Passed | Passed |
The instructions your model reads when the skill loads.
--|---------|
| User perspective | What pain points? What would they search? Customer language from product context |
| Tool expansion | Related keywords, questions, suggestions; Google autocomplete, PAA, Related Searches |
| Competitor reverse | Analyze competitor titles, H1, URL; identify topics they rank for; find gaps (#4–10 = opportunity) — see competitor-research |
| Google PAA | People Also Ask and Related Searches; high-value signals from real user behavior |
| Extract from article | When auditing existing content: extract seed keywords from title, H1, H2s, meta keywords, first 100 words; then search "[primary keyword]" or "[primary keyword] related keywords" for opportunities; use "[primary keyword]" site:competitor.com if competitors known |
Google autocomplete reflects real user searches; suggestions only appear if queries have actual traffic. Free; often uncovers low-volume long-tail that keyword tools miss. ~70% of search traffic is long-tail; lower competition, higher conversion.
Alphabet method (seed + space + letter):
keyword a, keyword b, ... keyword zSEO a -> "SEO audit," "SEO agency"; SEO b -> "SEO basics," "SEO best practices"Position variants (seed in different positions):
a keyword, b keyword (discover what users add before)keyword a, keyword b (most common; alphabet method)how to keyword a, best keyword for (question + modifier combos)Question modifiers:
how to keyword, what is keyword, why keyword, when to keyword, keyword vskeyword for beginners, keyword for small business, keyword withoutWhy it works: Keyword tools filter low-volume terms; autocomplete only shows queries with real traffic. Use with PAA and Related Searches for full coverage. Categorize results by intent (informational, commercial, transactional).
| Intent | Content type | Example |
|---|---|---|
| Informational | Blog, guide, FAQ | "how to optimize sitemap" |
| Navigational | Brand page | "alignify login" |
| Commercial | Comparison, review | "SEO tools comparison" |
| Transactional | Product, pricing | "best SEO tool pricing" |
test cases passed, vs 10 / 22 without
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