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How to Use Prompt Intelligence to Find the Questions Worth Winning

"We are not showing up in ChatGPT" is where most teams start. It is also where most teams stop, because there is no single page to check and no ranking to fix.

AI search is thousands of separate questions, each with its own answer and its own two or three cited sources. The first job is not optimisation — it is working out which of those questions you actually need to win.

You cannot optimise for an answer until you know the question.

A step-by-step walkthrough of Prompt Research in ApexaRank.ai — from a seed topic to a tracked list you will actually act on.

By ApexaRank.aiUpdated September 20269 min read
Isometric phone showing a chat conversation, on a dark navy field

Most teams arrive at AI visibility with the same sentence: "we are not showing up in ChatGPT." It is a reasonable worry and a useless starting point, because it does not say where you are not showing up.

AI search has no single results page to lose. There are thousands of separate questions, each producing its own answer with its own two or three cited sources. You can be the first name in one answer and absent from the next.

Prompt Intelligence exists to turn that vague worry into a list.

This guide walks through the Prompt Research screen in ApexaRank.ai the way you would actually use it — what each tab is for, which numbers matter, and how to decide what to track without filling your plan with prompts you will never act on.

What Prompt Intelligence Actually Shows You

Prompt Research answers four questions about your category:

Which questions people are asking AI platforms about your topic
How much volume each of those questions carries, and whether it is growing
Which AI platforms are answering them
Whether your brand is currently cited in that answer — or a competitor is

That last one is the difference between this and ordinary keyword research. A keyword tool tells you demand exists. Prompt Intelligence tells you whether the demand is already being answered by someone else.

Prompt research and prompt tracking are two different jobs

PROMPT RESEARCH

WHEN
At the start, and when planning content
YOU ASK
What questions exist here?
ANSWER IS
A one-off snapshot
OUTPUT
A shortlist worth tracking

PROMPT TRACKING

WHEN
Continuously, on your plan schedule
YOU ASK
Did anything change?
ANSWER IS
A trend over time
OUTPUT
Gained and lost citations
Research is where you decide what matters. Tracking is where you find out whether your work moved it. Doing only the first is the most common mistake — a snapshot tells you where you stood on one afternoon.

Before You Start

Two things need to be in place, or the numbers you see will be about the wrong business.

Add and select the right site

Prompt Research reads from the site currently selected in your workspace. If you manage several brands, confirm the active site before you interpret anything — the "You" column is checking that domain, not your agency.

Know your buyer's language, not your own

Seed topics work best in the words a customer would use, not the words on your homepage. "Marketing attribution platform" is how you describe yourself. "How do I know which channel got the sale" is what someone types into an assistant. Start from the second one.

Step 1 — Discover Prompts From a Seed Topic

At the top of Prompt Research is a single search field: "Enter a seed topic or keyword to discover AI prompts." Type one subject — not a full sentence, not a list — and press Discover Prompts.

A seed is deliberately broad. You are not trying to guess the exact question; you are asking the tool to show you the questions that already exist around that subject. Good seeds look like:

Your category in plain words — "project management software", "dental clinic Ahmedabad"
The problem you solve — "reduce customer churn", "file GST returns"
A decision your buyer makes — "in-house vs agency SEO"
Run More Than One Seed
One seed shows one neighbourhood of your category. Teams that run three or four seeds — the category, the problem, and the comparison — consistently find opportunities that a single seed never surfaced. It costs you a minute each.
The loop this screen is designed for
01
Seed
One broad subject, in your buyer’s words.
02
Discover
See the prompts that already exist around it.
03 — THE DECISION
Shortlist
Pick the few worth watching. Most rows are not.
VolumeGapIntentFixability
04
Track
Send them to monitoring and watch them move.

Nothing improves at the Discover step. Step 3 is the whole point of the screen — the value is in what you leave out.

The first tab, Trending Prompts, is the raw landscape. Each row is one question, with six columns. They are worth understanding individually, because three of them are routinely misread.

Prompt

The question as people actually phrase it. Read these out loud — they are the sentences your future customer is typing. Several of them will not match any page you have ever written.

Volume

Roughly how often this prompt is asked per month. Useful for ordering, dangerous as a target. A prompt with 12,000 uses per month that has nothing to do with buying is worth less than one with 400 that comes right before a decision.

Growth

How fast that volume is moving. This is the column most people skip and the one that ages best. A prompt at +67% is a question your category is only starting to ask — being early there is far cheaper than displacing an incumbent on a flat, crowded prompt.

Difficulty

Low, medium or high — how hard it looks to earn a citation here. High usually means established sources already answer it well. Treat difficulty as sequencing information, not a veto: you build credibility on low and medium prompts and spend it on the high ones.

Platforms

Which assistants are answering this question. A prompt answered only on Perplexity behaves differently from one answered across ChatGPT, Gemini and Google AI Overviews — the second is worth more work.

You

The column everything else exists to explain: Visible or Missing. Rows where you are already cited are tinted green. Scan this column first — it takes ten seconds and reframes the whole table.

Sort by Growth Once, Before Anything Else
Almost everyone reads this table top down by volume. Read it once by growth instead. The rising prompts are where a small, well-written page can still become the cited source — and they are the rows your competitors have not noticed either.

Step 3 — Work the Opportunities Tab First

The second tab, Opportunities, is the shortest path to useful work. It filters the landscape down to one situation: prompts where competitors are cited and you are not.

That filter matters because it removes two kinds of guesswork at once. The demand is proven — real people are asking. And the question is answerable — someone is already being cited for it. What is missing is you.

Each card shows the prompt, its monthly volume, a high or medium priority tag, and two lines of status: You: Not cited against Competitors: Cited. A Track button on the right sends it straight to monitoring.

Which opportunities to take first
FIRST
High priority, close to a decision
Comparison, alternatives and "is it worth it" prompts. Someone asking these is choosing a vendor this week.
SECOND
High priority, high growth
The question is expanding faster than the answers are. Cheapest citations you will ever earn.
THIRD
Medium priority you can answer honestly
A prompt where you genuinely have something specific to say beats a high-volume one where you do not.
LAST
High volume, low intent
Broad definitional prompts. Good for authority, slow to pay. Do them once the ones above are handled.

Priority in the interface is about volume and gap size. This order adds the thing only you know — how close the question sits to someone spending money.

See Your Own Opportunity List

Run your domain through ApexaRank.ai and get the real prompts where competitors are being cited and you are not — with the volume and gap behind each one.

CHECK YOUR AI VISIBILITY

Step 4 — Expand With Query Fan-Out

The third tab, Query Fan-Out, solves a problem you cannot see from the other two: you are only ever looking at the phrasings you thought of.

Give it a seed prompt and it generates the variations people actually ask around it. "Best [category] tools" fans out into "for startups", "free", "for enterprise", "with AI features", "comparison table", "most affordable", "which should I use", "top rated by users". Each variation carries its own answer and its own cited sources.

This is where content planning gets concrete. A fan-out group is usually not eight separate articles — it is one thorough page with eight sections that each answer a variation directly.

Do Not Press “Track All” Reflexively
The button that adds every variation at once is there for genuinely central seeds. Used on all of them, you will burn your tracked-prompt allowance on near-duplicates and lose the signal you were trying to buy. Fan out widely, track selectively.

Step 5 — Track the Right Prompts, Not All of Them

Tracking is limited by your plan, and that limit is a feature. A tracked list you review is worth more than a large one you ignore.

Before adding a prompt, apply one test: if this prompt moved next week, would I do something differently? If the honest answer is no, it does not belong on the list yet.

A workable starting list for most businesses looks like this:

Three to five comparison and alternatives prompts — the ones naming you or your competitors
Two or three "how to choose" prompts for your category
Two prompts where you are already Visible — so you notice if you lose them
One or two fast-growing prompts you are betting on

Including prompts you already win is not wasted budget. Losing a citation you had is the earliest signal that a competitor has published something better.

Step 6 — Read What Monitoring Reports

Once tracked, prompts move to Monitoring, which shows your tracked prompts, the schedule (last run and next run) and a Recent Changes feed. That feed reports five states:

New citations — you have appeared where you were not before
Lost citations — you have dropped out of an answer you used to be in
Moved up in ranking — you are being cited earlier in the answer
Dropped in ranking — still cited, but later and less prominently
No change across important prompts — the steady state, and not a failure

Two of these deserve more attention than they usually get. Lost citations are urgent — something you already earned has gone, and the cause is recent. Dropped in ranking is the quiet one: you are still there, so nothing looks broken, but you are drifting toward the edge of the answer.

Weekly Is the Right Cadence for Reading It
AI answers are not stable hour to hour, and checking daily will show you noise you cannot act on. Set the refresh your plan allows, then read Recent Changes once a week and act on the pattern rather than the individual wobble.

Step 7 — Turn a Tracked Prompt Into a Decision

A prompt on a list changes nothing. Each state maps to a different action:

Missing, and no page exists

Write the page. Answer the question in the first paragraph, in the prompt's own words, before any preamble about your company. The passage that gets quoted is usually the one that makes sense lifted out of the page entirely.

Missing, but a page exists

This is the most common case and the cheapest fix. The page covers the topic but never answers the question outright. Add a direct answer near the top, a heading that matches the phrasing, and specifics — numbers, names, conditions — that a general page cannot offer.

Lost citation

Find the page that used to earn it and check what changed: stale figures, a competitor publishing something more complete, or a claim that is no longer true. Refresh it before writing anything new.

Visible and stable

Leave it alone and note what that page does well. It is your working example of the format this category rewards — reuse its shape on the prompts you are missing.

1

Skim Before You Add

Run one seed topic and look through all three tabs before tracking a single prompt.

2

Take Gaps Over Volume

Add the high-priority opportunities first — proven demand with a missing answer beats a big number.

3

Fan Out Your Best Seeds

Expand the two or three most commercial seeds and plan one thorough page per group.

4

Cap the Tracked List

Keep it to what your plan refreshes comfortably and what you will genuinely review.

5

Read Changes Weekly

Act on the pattern in Recent Changes rather than reacting to a single daily wobble.

6

Trace Every Loss to a Page

Before writing anything new, find the page that used to earn the citation and fix that.

Common Mistakes

Chasing volume

The highest-volume prompt in your category is usually definitional, heavily contested and far from a purchase. It is the last thing to win, not the first.

Tracking everything

A full tracked list that nobody reads produces exactly as much value as an empty one, and costs more.

Writing a page per prompt

Eight thin pages for eight fan-out variations is how sites lose topical authority. One strong page that answers all eight is what gets cited.

4

Treating research as the deliverable

A prompt list is not a report. If a month passes and no page changed because of it, the work has not started yet.

A Prompt List Is a Snapshot.

Visibility Is a Trend.

ApexaRank.ai tracks the prompts that matter to your business across the major AI platforms, reports the moment a citation is gained or lost, and connects each gap to the page that should fix it.

EXPLORE PROMPT INTELLIGENCE

Frequently Asked Questions

Prompt intelligence is the practice of finding the real questions people ask AI platforms about your category, then tracking whether your brand appears in the answers. It replaces keyword research for AI search: the unit is a full question, not a phrase.

Research is exploratory — you enter a seed topic and see which prompts exist, how much volume they carry and whether you are currently visible. Tracking is ongoing — once you add a prompt to monitoring, ApexaRank re-checks it on your plan schedule and reports when your visibility changes.

Yes. Every row in the trending table carries a "You" column showing Visible or Missing, and rows where you are already cited are highlighted. Adding the prompt to monitoring turns that one-off check into a tracked trend.

Opportunities are prompts where competitors are being cited and you are not. They are ranked high or medium priority based on volume and the size of the gap, because those are the prompts where the demand is already proven and only the answer is missing.

Query Fan-Out takes one seed prompt and generates the related variations people actually ask around it — "for startups", "free", "for enterprise", "comparison table", and so on. It shows you the whole question landscape rather than the single phrasing you happened to think of.

Fewer than you want to. Your plan sets a limit, and every tracked prompt is only useful if you would actually change something when it moves. Start with the prompts closest to a buying decision and add more once those are handled.

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