What is an AI visibility gap?

It is a question you track where an AI assistant gave an answer and your business was not in it. Sophyx records each gap, which assistant gave the answer, and which competitors it named instead.

How do I bridge visibility gaps in AI systems?

Close them one question at a time, starting with the ones people already search for. Write a page that answers that exact question in plain sentences, and add an FAQ and schema so machines can read it. Then ask the same question again four to six weeks later and check whether the answer changed. Sophyx finds the gaps and, connected to your AI assistant, writes the pages.

Why do I need Search Console as well as a visibility tool?

A gap alone does not tell you whether anyone cares. AI will answer any question, even ones nobody asks. Search Console shows which of those questions people already search for, usually where you rank too low to get the click. A gap with searches behind it is worth a page. A gap without them can wait.

How many prompts should I track?

Enough to cover the questions people ask before they buy, not your whole industry. Sophyx tracks 30 prompts for its own brand. Thirty good prompts you re-check every month are worth more than three hundred you look at once, because the trend is what matters.

How is this different from keyword research?

Keyword research shows what people type into a search box. Gap analysis shows what AI says back when they ask a full question, including which competitors it recommends instead of you. One measures demand, the other measures the answer. You need both, so this method combines them.

What is the Sophyx MCP connector, and do I need it for this?

MCP is a standard way to connect an AI assistant to another tool's data. The Sophyx MCP connector, at mcp.sophyx.app, lets ChatGPT, Claude, Microsoft Copilot or Gemini read your Sophyx workspace: your tracked questions, your gaps, the competitors named instead, your generated files and your content. You can run a gap analysis in the Sophyx dashboard without it. With it, your own assistant does the matching and writes the pages in one chat, on the AI subscription you already pay for. It is included in every plan and takes about four minutes to set up.

What does Sophyx do here, and what does it cost?

Sophyx helps you get found in AI search. It tracks whether ChatGPT and Gemini, including Google AI Overviews, mention or recommend your business, and turns the gaps into a list of what to fix first. The first audit is free and takes about a minute. Paid plans start at USD 99 per month. Connected to your own assistant through mcp.sophyx.app, the same data is what your assistant writes pages from.

Works in ChatGPT, Claude, Copilot and Gemini

AI visibility gap analysis: find the questions AI answers without you

People ask ChatGPT and Gemini for a business like yours, and the answer names only a few. Sophyx lists the questions where you are missing and matches them to the Google searches you already show up in, so you know which page to write first.

MCP is a standard way to connect an AI assistant like ChatGPT or Claude to another tool's data. With the Sophyx MCP connector on, your own assistant does the matching in about ten minutes.

Get your gap list free Skip to the prompt

Free to start · no credit card · your first run takes about a minute

90 seconds, no narration. A real session on a real workspace.

How do I find and bridge my visibility gaps in AI systems?

Close them one question at a time, starting with the ones people search for most. List the questions your buyers ask. Run them on ChatGPT and on Gemini, including Google AI Overviews, and note every answer that leaves you out. That is your gap list. Then open Google Search Console (Google's free report of the searches your site shows up in) and match each gap to the search that means the same thing. A gap with searches behind it is worth a page. A gap with none can wait. Write a page that answers that exact question in plain sentences, with an FAQ and schema (labels that help machines read the page). Ask the same question again four to six weeks later and check whether the answer changed.

Guessing what to write costs you a year

Here is what writing by instinct usually looks like:

You write the posts you find interesting, which are not always the questions people ask.
You cannot tell a client why this page and not that one.
You measure traffic, which moves for reasons that have nothing to do with you.
A year later the blog is long, and AI answers still name someone else.

Before you write anything, find the one question that costs you the most, with the numbers to prove it.

Our own gap analysis

Our own run found 25 gaps in 30 tracked prompts, 16.7% coverage. Here are four of them, matched against our own Google Search Console data.

Landing opportunities

sophyx.io · visibility run 30 Jul 2026 · Search Console, 90 days to 20 Aug 2026

Our own data

Gaps matched

3,005

Times Google showed us

Worth building

Best AI tracking tools for brand visibility?
Google search: ai brand visibility software
2,325
shown
40.8
position
BUILD
How can I track brand mentions inside AI answers?
Google search: ai brand mentions
566
shown
70.8
position
BUILD
Monitoring ChatGPT brand mentions tools
Google search: free tools to track brand mentions in chatgpt
112
shown
2.7
position
OPTIMISE
What metrics should I report to leadership?
Google search: ai brand visibility report
2
shown
70.5
position
WATCH

Take row one. AI does not name us when someone asks for the best brand visibility tracking tools. Google shows us 2,325 times a quarter for the search that means the same thing, but at position 40.8, where almost nobody clicks. Both point to the same page to write.

The method, in four steps

Run it once a month. It takes about ten minutes once your prompts are tracked.

Step 1

Pull the gaps

List every tracked question where AI left you out, and the competitors it named instead. These are your buyers' own words.

Step 2

Pull the demand

Export your Search Console searches for the same 90 days. The useful ones are searches where Google shows you at position 20 or lower: people are looking, and you are too far down to get the click.

Step 3

Cross them

Match each gap to the search that means the same thing. Score each match on how often Google shows you, where you rank, and how close the person is to buying.

Step 4

Decide per row

Searches but no page: BUILD. Searches and a page ranking below 20: OPTIMISE. No searches yet: WATCH, and check again next quarter. Your content plan now rests on evidence instead of opinion.

Add the MCP connector to the assistant you already pay for

It takes about four minutes. No API key, nothing to install. Step 2 is where most people get stuck.

Server address

https://mcp.sophyx.app/

The same address works in ChatGPT, Claude, Microsoft Copilot and Gemini. These steps are for ChatGPT, the only one that hides the option behind a switch.

1
Open Settings → Connectors
Click your name (bottom left in the desktop app) or your avatar (top right on the web). The panel may be called Connectors, Apps & Connectors, or Plugins. They are the same panel.
2
Scroll to the bottom and switch on Developer mode
It is the very last item. Do this first.
Until it is on, there is no add button anywhere, and searching Settings for “MCP” finds nothing. The option only appears after you switch this on.
3
Add the connector
Click Browse connectors, scroll to the top, and click the + button to the right of the search bar. Name it Sophyx, paste the server address, choose OAuth, tick the trust confirmation, and click Create.
4
Approve with your Sophyx login
Sign in, scroll to the bottom of the permission screen, and click Allow access. That window often opens behind the app, so check your taskbar if nothing happens. Then tick Sophyx in the + menu of the chat box, and you are connected.

Developer mode needs a paid ChatGPT plan. ChatGPT Free has no Connectors panel at all. Claude, Copilot and Gemini have no such switch: paste the address and approve.

The whole method in one prompt

Copy it into ChatGPT or Claude. It works as soon as your Sophyx workspace is connected.

The gap analysis prompt

Paste into ChatGPT or Claude

Using the Sophyx connector, pull my latest AI visibility run and list every
prompt where my brand was NOT found, with the competitor brands named instead.

Then take my Search Console query export (pasted below) and match each gap to the closest
real query, showing impressions, average position and clicks.

Return a table: gap prompt | matched query | impressions | position | verdict.
Verdict is BUILD (demand, no page), OPTIMISE (demand, page ranking below 20) or WATCH (no
demand yet). Sort so BUILD rows come first.

Then write the brief for the top BUILD row: the exact question the page must answer in its
first paragraph, the H2s, and the six FAQ questions.

Sophyx supplies the visibility run. The Search Console export takes about thirty seconds: Performance → Queries → Export.

The prompt is free. It needs a Sophyx workspace with tracked prompts behind it to return anything.

Create your workspace free

What you get

A clear list of what to write, and the pages themselves.

Your gap list on ChatGPT and Gemini

Real buyer questions run on ChatGPT and on Gemini, including Google AI Overviews. Every answer you are in, every answer you are not, and who was named instead.

Your Google search data next to each gap

Your own Search Console data matched to each gap, so real searches set the order you build in.

A ranked list of pages to build

BUILD, OPTIMISE or WATCH on every row, so you know which page to write first.

The page itself, written for your business

Every BUILD row becomes a draft with the FAQ and schema attached. The publishing guide below shows how it goes live.

A re-check four to six weeks later

The same questions on the same assistants, so you see whether the answer changed.

Plans start at USD 99 per month, and the first run is free. See pricing.

A gap is closed when the AI answer changes

Four to six weeks after you publish, run the same prompts again and check the ones you targeted. That is the number to watch. Site-wide numbers move too slowly, and traffic moves for reasons that have nothing to do with you.

If those prompts have not moved after two pages and six weeks, the problem is usually authority: AI wants to see other sites mention you. Work on reviews, lists and articles that name you before you write more pages.

How the pages get published How share of voice is measured Reporting it to a client Running this for clients

Questions about AI visibility gap analysis

: It is a question you track where an AI assistant gave an answer and your business was not in it. Sophyx records each gap, which assistant gave the answer, and which competitors it named instead.
: Close them one question at a time, starting with the ones people already search for. Write a page that answers that exact question in plain sentences, and add an FAQ and schema so machines can read it. Then ask the same question again four to six weeks later and check whether the answer changed. Sophyx finds the gaps and, connected to your AI assistant, writes the pages.
: A gap alone does not tell you whether anyone cares. AI will answer any question, even ones nobody asks. Search Console shows which of those questions people already search for, usually where you rank too low to get the click. A gap with searches behind it is worth a page. A gap without them can wait.
: Enough to cover the questions people ask before they buy, not your whole industry. Sophyx tracks 30 prompts for its own brand. Thirty good prompts you re-check every month are worth more than three hundred you look at once, because the trend is what matters.
: Keyword research shows what people type into a search box. Gap analysis shows what AI says back when they ask a full question, including which competitors it recommends instead of you. One measures demand, the other measures the answer. You need both, so this method combines them.
: MCP is a standard way to connect an AI assistant to another tool's data. The Sophyx MCP connector, at mcp.sophyx.app, lets ChatGPT, Claude, Microsoft Copilot or Gemini read your Sophyx workspace: your tracked questions, your gaps, the competitors named instead, your generated files and your content. You can run a gap analysis in the Sophyx dashboard without it. With it, your own assistant does the matching and writes the pages in one chat, on the AI subscription you already pay for. It is included in every plan and takes about four minutes to set up.
: Sophyx helps you get found in AI search. It tracks whether ChatGPT and Gemini, including Google AI Overviews, mention or recommend your business, and turns the gaps into a list of what to fix first. The first audit is free and takes about a minute. Paid plans start at USD 99 per month. Connected to your own assistant through mcp.sophyx.app, the same data is what your assistant writes pages from.

Find out which question is costing you the most

Create a workspace and track your prompts. Your gap list is ready in about a minute, with the build order included.

Start free Run the free audit first

Explore next

Publish the page from ChatGPTTurn the top BUILD row into a live page without leaving the chat.See the tracker behind the gap listHow prompts are run on ChatGPT and on Gemini, including Google AI Overviews.Start freeCreate a workspace and get your first gap list in about a minute.