“You’re disappearing from AI Overviews and ChatGPT. You don’t know what to do about it.”
Meet Visibility Analyst.
Visibility Analyst tracks where you and competitors show up across ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, and Copilot. It finds buyer questions where competitors get cited and you don’t, diagnoses why, and recommends content and structured-data fixes.
Three patterns we see when a brand is losing AI search.
Buyers now ask AI tools the questions they used to type into Google. The answers name specific companies. These are the three ways it goes wrong.
“ChatGPT answers questions about our category by naming three competitors. We’re not one of them.”
The brand citation gap. When AI answers your category’s questions without naming you, the buyer is gone before they ever reach a search results page. Visibility Analyst tracks which questions you’re absent from and who’s getting cited instead.
“Someone asked Perplexity how to solve the problem our product solves. It recommended a competitor.”
The product recommendation miss. AI answers are the new mid-funnel: buyers describe a problem and get handed a vendor. Visibility Analyst detects when competitor products get recommended for your buyers’ problems, and which sources those answers cite.
“We rank fine on Google. AI tools act like we don’t exist.”
Content that isn’t AI-legible. Ranking in position 1 and getting cited by an AI system are different targets. If your pages don’t structure information in ways AI systems can extract and cite, your SEO work doesn’t carry over. Visibility Analyst diagnoses why, page by page.
Your current SEO team is most likely optimizing for rank position 1 to 3. AI citation is a different discipline with different fixes. That gap is the reason this agent exists.
What Visibility Analyst does. And what it doesn’t.
It runs your category’s question set across each AI surface on a schedule, logs who got cited and in what tone, and queues recommendations for specialist review. Here’s the full job description.
Scheduled diagnosis, on the record
- Runs scheduled queries across AI surfaces for the questions buyers ask about your category
- Detects citation appearances, positive, neutral, and negative, for you and your named competitors
- Maps citation gaps and recommends the content and structured-data fixes that close them
- Tracks AI-Overview share of voice for your target query set
- Flags emerging AI-search patterns, like new query types and new citation behaviors, for specialist review
The honest scope
- It doesn’t produce the AI-search content program itself. That execution work is the OmniSEO program at WebFX Platform.
- It doesn’t claim a change caused a citation without evidence. AI search is a young practice, and we calibrate confidence honestly.
- It doesn’t run your traditional Google rank optimization. Different target, different function.
Diagnose-only is a feature, not a hedge: you get a clear picture and a brief you can hand to your in-house team, or to us.
What Visibility Analyst actually does, Monday through Friday.
Five real activities, every week, with the Revenue Marketing Specialist gate built in.
Runs the scheduled AI-surface query set for your category and logs citation appearances.
Compares you vs named competitors on ChatGPT, Perplexity, AI Overviews, and related surfaces.
Diagnoses citation gaps and drafts content / structured-data recommendations for specialist review.
Weighs visibility gaps against RevenueCloudFX revenue context so vanity mentions don’t win the brief.
Produces the weekly visibility summary: wins, losses, and prioritized fixes.
“You’re cited on three buyer questions you lost last month. Two competitors still own the other five.”
Diagnosis lives here. Large-scale OmniSEO execution is a WebFX Platform engagement when the gap needs a full program.
Visibility Analyst reads from all three Brain layers.
Not one generic knowledge base. Three sources of intelligence, each curated by WebFX Revenue Marketing Specialists. Citation priorities for your vertical and Platform handoffs stay with your named specialist.
FXBrain
What earns citations, across every industry we serve. 30+ years of SEO history, now extended into AI-search citation patterns across verified WebFX client accounts.
FXIndustry
How buyers in your vertical use AI surfaces, and which query patterns matter there. Refreshed quarterly by Revenue Marketing Specialists who specialize in your industry.
FXClient
Your account’s own record: which content earned citations, which changes moved, which queries you’re winning and losing. Specialist-curated bi-weekly at Growth, weekly at Scale. Yours, and portable if you ever leave.
One platform, not another dashboard login.
Visibility Analyst runs on TeamAI, the same platform WebFX’s 750+ digital experts run their own client work on, and reads from the Brain on every diagnosis. Pipeline and attribution context come from Nutshell (10 Pro seats included with every plan) and RevenueCloudFX, so a citation gap gets weighed against what drives revenue, not against vanity mentions.
Findings land in the weekly brief alongside the rest of the team’s work, and your Revenue Marketing Specialist walks you through what changed and what to do about it.
The stack under this agent
Agentic platform, intelligence layer, CRM, and attribution. Built or owned by WebFX, pre-loaded with your vertical from day one.
A named WebFX Revenue Marketing Specialist reviews and approves Visibility Analyst’s work before it goes live.
Visibility Analyst is Growth+. A named WebFX Revenue Marketing Specialist reviews every recommendation.
Bi-weekly review of citation priorities and recommendation quality for your vertical.
Weekly sign-off on visibility recommendations before they reach your content roadmap.
A short fit call, then a straight answer.
No pitch deck and no discovery gauntlet. You talk to a Revenue Marketing Specialist who knows your vertical, and you leave knowing whether this is worth your money.
A short call with a WebFX Revenue Marketing Specialist. Bring your company name, your top competitors, and the questions buyers ask about your category. That’s enough for a real conversation about where you stand in AI search.
Your Revenue Marketing Specialist walks you through what Visibility Analyst would run for a business like yours: which AI surfaces it tracks, which buyer questions it monitors, and how citation gaps get diagnosed and prioritized.
You leave knowing which tier fits, what it costs, and whether AI search visibility is the problem to solve first. If Growth Loops isn’t the right fit, we’ll tell you.
Which tiers include Visibility Analyst.
Every tier ships with a TeamAI agent team doing the work and a WebFX Revenue Marketing Specialist accountable for the result. This capability becomes available at Growth.
Starter
Not includedMarketing Specialist + TeamAI agent team
TeamAI agents running paid search, local search, attribution, lead routing, and your weekly performance brief, with a Revenue Marketing Specialist on call monthly. AI search visibility joins the team at Growth.
Growth
IncludedMarketing Specialist + TeamAI agent team
Visibility Analyst at Growth scope: AI search visibility diagnosis. Citation tracking across the major AI surfaces, competitor gap analysis, and content and structured-data recommendations, reviewed by your Revenue Marketing Specialist bi-weekly.
Scale
Full scopeMarketing Specialist + TeamAI agent team
Everything in Growth plus social listening, weekly specialist sign-off, and a monthly competitive-visibility deep-dive. Execution still routes to WebFX Platform.
WebFX will tell you which tier fits, including when the honest answer is Starter without this agent. Compare all three tiers →
Visibility Analyst doesn’t work alone.
Its findings hand off to the rest of the agent team. The handoffs are where the Revenue Marketing Specialist sign-offs land.
Creative Director
Takes Visibility Analyst’s content recommendations and produces the on-brand variants, after specialist sign-off.
View agent role →Market Research Analyst
Supplies the wider competitive picture: what your competitors are doing across paid, organic, and AI search.
View agent role →Performance Strategist
Folds visibility findings into the weekly brief: what changed, what it means, what to do next.
View agent role →The whole team
A coordinated TeamAI agent team in every plan, supervised by a named WebFX Revenue Marketing Specialist.
View agent role →Answered straight.
What AI surfaces does Visibility Analyst track?
ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot. We add new surfaces as they earn real usage.
How is this different from traditional SEO?
Traditional SEO targets rank position on a results page. Visibility Analyst targets being cited inside AI-generated answers: different content structures, different structured data, different measurement. The two reinforce each other, and strong traditional SEO makes AI citation more likely. Within Growth Loops, Visibility Analyst focuses on AI surfaces; traditional SEO execution is WebFX Platform work.
Why does Visibility Analyst start at Growth instead of Starter?
AI surfaces change fast, and this agent’s recommendations need specialist review at a matching cadence. Growth’s bi-weekly talk time supports that. Starter’s monthly cadence doesn’t, so we don’t sell it there.
Does Visibility Analyst execute the fixes it recommends?
No. It diagnoses, recommends, and measures. Content production at scale and citation-authority building are the OmniSEO program at WebFX Platform. Your Revenue Marketing Specialist tells you when that upgrade is worth it, and when your in-house team can run the brief instead.
How fast will my AI citations improve?
Diagnosis starts as soon as the agent is running on your account. Recommendations ship after specialist sign-off. Citation movement depends on how fast AI surfaces re-index your changes, and the practice is young enough that honest answers beat confident ones. Your Revenue Marketing Specialist tracks movement at your tier’s review cadence and tells you what’s moving and what isn’t.
Ready to put 30+ years of validated marketing intelligence to work?
A strategy call to confirm whether Starter, Growth, or Scale fits. If Growth Loops is not the right fit, we will say so and point you to the WebFX Platform.