QueryPrism
Every query has a spectrum. See yours.
Use Cases

Use cases

When to reach for this tool, how to read what it tells you, and how to actually use it end to end.

When to use this tool
01Planning a new page

This is the core use case. Before you draft anything, run the seed keyword through the tool and build your outline around the full sub-intent map instead of a single keyword. You end up with a page that answers the definitional, comparative, pricing, and how-to angles in one place — the kind of page that survives fan-out instead of losing fragments to competitors.

Starts as a fan-out only — check a page later, or plan oneStart
02Refreshing a page that's slipping

When a page that used to perform starts losing traffic or ranking, it's often not that the writing got worse — it's that the sub-query landscape shifted underneath it. Competitors covered angles you didn't, or new sub-intents emerged that weren't there when you first wrote it. Paste the page in and see exactly what's missing now, rather than guessing at a refresh.

Starts with the page to checkStart
03Checking a competitor's page

Paste a competitor's top-ranking page instead of your own. The coverage check works the same way — it shows you which sub-queries their page leaves unanswered. Those gaps are opportunities you can move on, independent of anything happening on your own site.

Starts with “Paste the page text” — the page field only takes your own siteStart
04A final check before you publish

Run the coverage check one more time on a finished draft before it goes live. It's common for a section to get trimmed during editing, or for an angle you meant to include to quietly disappear. This catches that before publish rather than after you notice the page underperforming.

Starts with “Paste the page text”, for a draft with no address yetStart
05Auditing your best pages regularly

Rather than waiting for a page to visibly decline, run your top-performing pages through the tool on a recurring basis — monthly or quarterly. This surfaces pages with emerging gaps while they're still ranking well, so you're staying ahead of the shift instead of reacting to it after the fact.

Starts with the page to checkStart
06Expanding into a new market

Run the same seed query for different countries — change the country in the settings row before you generate. The sub-intent mix, competitive field, and search volume can all look different from one country to the next. Worth checking before you assume content that works in one market will perform the same way in another.

Pick the new country in the settings rowStart
How to read the results

This isn't just a query fan-out generator. Once it's broken your seed keyword into sub-queries, it also checks your existing page against every one of them, so you know exactly what's already there and what's still missing.

Ranking and retrieval are two different things. Ranking gets your page found in a list of links. Retrieval means an AI system pulls your actual words into its answer. Coverage and citation-readiness below are both measuring retrieval, not ranking.

Coverage

Is the sub-query we generated already answered somewhere on your page?

COVERED — yes, it's already answered on your page
PARTIAL — it's touched on, but not fully explained
MISSING — not addressed anywhere on your page
Citation-ready

If it's already covered, is it written the way an AI search engine tends to actually pull into an answer — a direct answer stated up front, in a clear structure like a list or short paragraph?

CITATION-READY — the answer sits right up front and is clearly structured, so an AI is likely to pull it straight into its response
NEEDS RESTRUCTURING — the information is technically on the page, but it's buried inside a long paragraph, has no clear list or heading, or makes the reader dig for the actual answer — so an AI is less likely to lift it as-is

This one only shows up for topics that are Covered or Partial. If a topic is Missing, there's nothing written yet for us to check the structure of.

Query Deserves a Page (QDP)

Regardless of coverage, does this specific sub-query have enough depth on its own to justify becoming its own dedicated page, instead of just a section on your main page?

This is also where topical authority and internal linking come in. Turning a topic that passes QDP into its own page, and linking it back to your main page, is exactly how you show search engines and AI systems that you've genuinely covered a subject in depth — and the internal links between that hub and its spoke pages help both of them rank.

★ Missing + QDP together = your top priority
⚠ Covered but not citation-ready = worth fixing too — the content exists but likely won't get used
How to use this tool
01
Set up your query

Type your topic, pick a country, and choose how many sub-queries you want (3 to 15).

Turn on real search grounding if you want the fan-out matched against real search demand data instead of relying on reasoning alone.

02
Review your fan-out

See the sub-queries on a board, grouped by what each one is really asking — define, compare, buy, how-to and more.

Where grounding found a real match, you'll see its actual search volume and difficulty right on the card. Add up to 5 of your own sub-queries too.

03
Check your existing content

Paste your page's text, or just give us the URL and we'll pull the content for you.

Every sub-query gets marked Covered, Partial, or Missing, plus a Query Deserves a Page (QDP) verdict and a citation-readiness check.

04
Act on what matters most

Missing topics that also pass QDP are flagged as your top priority — worth a page of their own.

Pull real ranking data for any topic, then generate a content brief with a word count and outline grounded in what's actually ranking.

05
Export and share

Select the topics you care about — the ones that deserve a page are pre-checked — and download everything to Excel.

+ New fan-out