What is an AI visibility gap?

An AI visibility gap is a tracked question where an AI assistant produced an answer and your brand was not in it. Sophyx records the gap, which engine produced it, and the competing brands that were named in your place — so a gap is not an abstraction, it is a specific sentence an assistant is saying to your buyer with someone else’s name in it.

How do I bridge visibility gaps in AI systems?

Close them one question at a time, starting with the gaps that have proven search demand behind them. Publish a page that answers that exact question in plain, quotable sentences, attach FAQ and schema markup so the answer boundaries are unambiguous, then re-run the prompt four to six weeks later and check whether the answer changed. Sophyx generates the gap list and, connected to your AI assistant, writes the pages.

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

Because a gap on its own does not tell you whether anyone cares. An AI assistant will answer any question you feed it, including questions nobody asks. Search Console tells you which of those questions already has demand attached — impressions you are collecting right now, usually at a position too low to earn the click. A gap with impressions behind it is a page. A gap with nothing behind it is a note for later.

How many prompts should I track?

Enough to cover your buying questions, not your whole category. Sophyx tracks 30 prompts for its own brand. Thirty well-chosen prompts you re-run every month beat three hundred you look at once, because the value is in the trend, not in the size of the list.

How is this different from keyword research?

Keyword research tells you what people type into a search box. AI visibility gap analysis tells you what an assistant says back when they ask in a full sentence — including which of your competitors it recommends instead of you. One measures demand, the other measures the answer. You need both, which is exactly why this method crosses them.

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

The Sophyx MCP connector is a Model Context Protocol server at mcp.sophyx.app that lets ChatGPT, Claude, Microsoft Copilot or Gemini read your Sophyx workspace directly — your prompt visibility, your gaps, the competing brands named instead, your generated files and your content. You can run a gap analysis in the Sophyx dashboard without it. The connector is what lets your own assistant do the cross-referencing and then write the pages, in one conversation, using 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 is an AI visibility platform that tracks whether ChatGPT, Gemini, Claude, Perplexity and Copilot mention, recommend or exclude your brand inside generated answers, and turns the gaps into a prioritised action plan. The first audit is free and takes about a minute; paid plans start at USD 39 per month. Connected to your own assistant over MCP at mcp.sophyx.app, the same data becomes the input your assistant writes pages from.

One MCP connector · ChatGPT · Claude · Copilot · Gemini

Stop guessing what to publish. The MCP connector finds your next page in two reports you already own.

One report lists the prompts AI answers without naming you. The other lists the searches Google already shows you for and nobody clicks. Where they overlap is a page worth building — and once the Sophyx MCP connector is switched on in ChatGPT or Claude, your own assistant finds every overlap and ranks them in about ten minutes.

Get your gap list free Skip to the prompt

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

Gap list to ranked build plan, in one conversation

Walkthrough video landing shortly

90 seconds, no narration — a real session against a real workspace.

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

Close them one question at a time, in demand order. List the prompts buyers actually ask, run them against ChatGPT, Gemini, Claude, Perplexity and Copilot, and record every answer your brand is absent from — that is your gap list. Then pull your Search Console queries for the same period and match each gap to the query that means the same thing. A gap with impressions behind it is a page worth building; a gap with nothing behind it is a note for next quarter. Publish a page that answers that exact question in plain, quotable sentences with FAQ and schema markup, then re-run the same prompt four to six weeks later and check whether the answer changed.

A content calendar built on instinct costs you a year

Not money — time, which you cannot get back. Here is what the guessing version actually looks like from the inside:

You publish the posts you find interesting, and interesting is not the same as asked.
You cannot tell a client why this page and not that one, so the work reads as busywork.
You measure traffic, which moves for reasons that have nothing to do with you.
Twelve months later the blog is long and the AI answers still name someone else.

The fix is not more content. It is knowing, before you write anything, which single question is costing you the most — and being able to prove it.

Here is the analysis run on ourselves

Our own visibility run found 25 gaps against 30 tracked prompts — 16.7% coverage. These are four of them, crossed against our own Search Console data. We publish our losing rows because a method you cannot check is a claim, not a method.

Landing opportunities

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

our own data

gaps matched

3,005

impressions behind them

worth building

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

Read row one. AI will not name us when someone asks for the best brand-visibility tracking tools, and Google shows us 2,325 times a quarter for the commercial query that means the same thing — at position 40.8, which earns nothing. Two systems, same verdict, same buyer. That is not a hypothesis. That is a brief.

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

Every tracked prompt where your brand did not appear, and the competitors named in your place. This is demand written in your buyer’s own words, not in keyword shorthand.

Step 2

Pull the demand

Your Search Console queries for the same 90 days. Ignore clicks at first — impressions sitting at position 20 and worse are the interesting ones: proven demand, unearned attention.

Step 3

Cross them

Match each gap to the query that means the same thing, and score the match on impressions, position, and whether the person asking is close to buying.

Step 4

Decide per row

Demand and no page → BUILD. Demand and a page ranking below 20 → OPTIMISE. No demand → WATCH, and revisit next quarter. Now your content calendar is evidence instead of opinion.

Add the MCP connector to the assistant you already pay for

About four minutes, and one step that stops almost everybody. No API key, nothing to install.

Server address

https://mcp.sophyx.app/

The same address works in ChatGPT, Claude, Microsoft Copilot and Gemini. The steps below are ChatGPT’s, because it is the only one that hides the feature behind a toggle.

01
Open Settings → Connectors
Your name, bottom-left in the desktop app, or your avatar top-right on the web. Depending on your build the panel reads Connectors, Apps & Connectors, or Plugins — it is the same panel.
02
Scroll to the bottom and switch on Developer mode
It is the very last item. Do this before anything else.
Until this is on there is no add button anywhere, and searching Settings for “MCP” returns nothing. It is not that you are missing it — it genuinely is not rendered yet.
03
Add the connector
Browse connectors → scroll to the top → the + button to the right of the search bar. Name it Sophyx, paste the server address, choose OAuth, tick the trust confirmation, Create.
04
Approve with your Sophyx login
Sign in, scroll to the bottom of the permission screen, Allow access. That window often opens behind the app — check your taskbar if nothing seems to happen. Then tick Sophyx in the composer’s + menu and you are live.

Developer mode is a paid-plan feature. On ChatGPT Free there is no Connectors panel at all. Claude, Copilot and Gemini need no equivalent toggle — paste the address and approve.

The whole method, as one prompt

Take it. It is the entire process, and it works the moment a 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 directly. The Search Console export takes about thirty seconds: Performance → Queries → Export.

The prompt is free and it always will be. It only returns anything once there is a tracked workspace behind it — which is the part Sophyx does.

Create the workspace free

What you actually walk away with

Not a dashboard. A decision, and the work that follows from it.

Your gap list, run against five engines

Real buyer prompts against ChatGPT, Gemini, Claude, Perplexity and Copilot — every answer you are in, every answer you are not, and who was named instead.

The demand cross-reference

Your own Search Console data matched to each gap, so the build order is set by impressions and position rather than by instinct.

A ranked build list, not a report

BUILD, OPTIMISE or WATCH on every row. You start Monday knowing exactly which page to write first.

The page itself, written against your brand

Every BUILD row becomes a draft with the FAQ block and the schema attached — see publishing from ChatGPT for how it ships.

The re-measure, four to six weeks later

Same prompts, same engines. You find out whether the answer changed, which is the only result that counts.

Plans start at USD 39 per month, and the first run costs nothing. Compare that to one afternoon spent arguing about what to write next. See pricing.

A gap is closed when the answer changes — not when the page ships

Re-run the same prompt set four to six weeks after publishing and compare coverage on the specific prompts you targeted. That is the metric. Site-wide coverage moves too slowly to manage against, and traffic moves for reasons that have nothing to do with you.

If the targeted prompts have not moved after two pages and six weeks, the constraint is not your content — it is authority, and the answer becomes citations and third-party mentions instead of more pages. Knowing which of those two problems you have is worth more than another quarter of publishing.

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

AI visibility gap analysis — your questions answered

: An AI visibility gap is a tracked question where an AI assistant produced an answer and your brand was not in it. Sophyx records the gap, which engine produced it, and the competing brands that were named in your place — so a gap is not an abstraction, it is a specific sentence an assistant is saying to your buyer with someone else’s name in it.
: Close them one question at a time, starting with the gaps that have proven search demand behind them. Publish a page that answers that exact question in plain, quotable sentences, attach FAQ and schema markup so the answer boundaries are unambiguous, then re-run the prompt four to six weeks later and check whether the answer changed. Sophyx generates the gap list and, connected to your AI assistant, writes the pages.
: Because a gap on its own does not tell you whether anyone cares. An AI assistant will answer any question you feed it, including questions nobody asks. Search Console tells you which of those questions already has demand attached — impressions you are collecting right now, usually at a position too low to earn the click. A gap with impressions behind it is a page. A gap with nothing behind it is a note for later.
: Enough to cover your buying questions, not your whole category. Sophyx tracks 30 prompts for its own brand. Thirty well-chosen prompts you re-run every month beat three hundred you look at once, because the value is in the trend, not in the size of the list.
: Keyword research tells you what people type into a search box. AI visibility gap analysis tells you what an assistant says back when they ask in a full sentence — including which of your competitors it recommends instead of you. One measures demand, the other measures the answer. You need both, which is exactly why this method crosses them.
: The Sophyx MCP connector is a Model Context Protocol server at mcp.sophyx.app that lets ChatGPT, Claude, Microsoft Copilot or Gemini read your Sophyx workspace directly — your prompt visibility, your gaps, the competing brands named instead, your generated files and your content. You can run a gap analysis in the Sophyx dashboard without it. The connector is what lets your own assistant do the cross-referencing and then write the pages, in one conversation, using the AI subscription you already pay for. It is included in every plan and takes about four minutes to set up.
: Sophyx is an AI visibility platform that tracks whether ChatGPT, Gemini, Claude, Perplexity and Copilot mention, recommend or exclude your brand inside generated answers, and turns the gaps into a prioritised action plan. The first audit is free and takes about a minute; paid plans start at USD 39 per month. Connected to your own assistant over MCP at mcp.sophyx.app, the same data becomes the input your assistant writes pages from.

Find out which question is costing you the most

Create a workspace, track your prompts, and you will have the gap list in about a minute. The build order comes free with it.

Start free Run the free audit first

Explore next

Publish the page from ChatGPTTurn the top BUILD row into a live, AI-readable page without leaving the chat.See the tracker behind the gap listHow prompts are run across ChatGPT, Gemini, Claude, Perplexity and Copilot.Start freeCreate a workspace and get your first gap list in about a minute.