What people search for is what they don't yet know. Analyze the queries hitting your learning portal to see the skill gaps your teams are quietly telling you about, ranked, on demand, as a chart you can act on.
Analyze what our teams searched for in the learning portal over [the last quarter] and show me the top skill gaps. Rank the most-searched topics that have thin or missing training, as a chart I can act on.
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I went through the 3,120 searches your teams ran in the learning portal over the last 90 days and matched each topic against the catalog. Five topics draw heavy search traffic with little or no training behind them. They account for 1,312 of those searches.
These five topics are where demand most outruns your catalog. The chart ranks them by number of searches over the last 90 days; the color flags how thin the current coverage is.
Most-searched topics with thin or missing training (last 90 days)
The standout is difficult feedback conversations at 412 searches, mostly from managers, with nothing in the catalog beyond a single slide deck, a clear case for a real module. Right behind it, the new expense policy drew 318 searches since it changed, which reads less like a skill gap and more like a missing quick-reference that would deflect most of them.
The middle tier is where you can move fast. Excel pivot tables (264) and data privacy basics (190) are well-scoped, evergreen topics a short course would cover cleanly, and inclusive hiring (128) is climbing month over month, so it's worth getting ahead of before it peaks.
If you build one thing this quarter, make it the feedback-conversations module. 412 searches is more than the next two topics combined, and it's the gap your managers are naming most.
Want me to break these gaps down by team, or pull the zero-result searches so you can see the queries that returned nothing at all?
Analyze Search Queries reads the searches hitting your learning portal, groups them by topic, and checks each against what your catalog actually covers. The result is a ranked chart of the topics people search for most but can't find good training on, the skill gaps your learners are naming for you.
Point Joy at the search queries from your learning portal or knowledge base, along with your course catalog. It reads what people looked for and what's on the shelf.
Ask Joy to rank the most-searched topics that have thin or missing training over the period you care about. Use the /analyze command or just describe it.
Get a chart of the top searched-but-uncovered topics with the query counts behind each one, so you can see exactly where demand outruns your catalog.
Copy the ranked list into your content roadmap or hand each topic to whoever owns it. Re-run the analysis next quarter to see if the gaps are closing.
Save this ask as a custom command on the assistant your team already uses, so anyone can run it in one step.
Gaps are ordered by how often people actually search them, so you build what's most wanted.
Joy compares each topic to what training exists, so you only see the true gaps.
Each topic comes with its query count and example searches, not just a label.
Ask again next quarter to see whether new content is pulling the searches down.
Split the gaps by team to see which groups are searching for what they can't find.
Compare periods to confirm the content you shipped actually reduced the searches.
Focus only on queries that returned nothing useful, the sharpest signal of a gap.
Surface new terms climbing fast in search, so you catch a need before it peaks.
What people search for is what they need and don't yet have. When a topic draws heavy search traffic but has little or no training behind it, that's a skill gap your learners are naming for you. Joy ranks those topics by search volume so you can see them clearly.
No. You ask Joy on demand and it analyzes the searches on file at that moment, producing a chart in the answer. It's a written analysis you request when you want it, not a live dashboard that refreshes on its own.
The queries logged by your learning portal or knowledge base, alongside your course catalog. It groups queries by topic and checks each against what training exists to find where demand outruns coverage.
Topics are ranked by how many searches each one drew over the period, so the things your teams look for most rise to the top. Every gap comes with its query count and example searches so you can sanity-check the order.
Yes. Re-run the analysis for a new quarter and compare it to the last. If the content you shipped is working, the searches for that topic should fall.
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