AI VISIBILITY MONITOR

Know Your Rank on the AI Shelf

Track your visibility rate, benchmark competitors, and act on citation source data, all in one dashboard. SmartScout runs your prompts against ChatGPT multiple times a day so the numbers actually mean something.
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See How It Works
Live tracking against ChatGPT
Multiple runs per day, per prompt
Product, Brand, and Citation source data
THE Problem

Shoppers Are Searching on ChatGPT. Do You Know If It's Recommending You?

AI-powered shopping is no longer a future trend. People are typing questions like 'What's the best zero sugar energy drink?' into ChatGPT — and buying what it recommends.
The problem is there's been no way to measure this. You don't know if your product is showing up, how often, in what position, or which competitors are winning recommendations instead of you.
Without data, you can't optimize. And without optimization, the agentic shelf becomes a blind spot that quietly costs you sales.
No visibility into how LLMs recommend your product
If you can't see your product on the AI shelf, you can't fix it.
Competitors may be capturing AI discovery while you're invisible
Recommendations compound — every miss makes the next one likelier.
No way to know which searches surface your product — or don't
Prompt-level data is the only way to tell where to invest.
The non-deterministic nature of LLMs makes one-off checks meaningless
You need volume and consistency, not a single ChatGPT screenshot.
The Solution

Shoppers Are Searching on ChatGPT. Do You Know If It's Recommending You?

AI Visibility Monitor runs your chosen prompts against ChatGPT multiple times a day and aggregates the results over time. Because LLMs are non-deterministic, they don't give the same answer twice, volume and consistency are the only way to get reliable data.
The result is a visibility rate: the percentage of the time your product is mentioned in relevant AI searches. Paired with competitive rankings, average position data, and citation source intelligence, you get everything you need to understand and improve your AI shelf presence.
Prompts run multiple times per day for statistically reliable results
Visibility rate gives you a single clear performance metric
Historical tracking shows whether you're gaining or losing ground
Citation sources tell you exactly how to improve your standing

"People are searching in ChatGPT and saying, ‘What's the best energy drink that does X, Y, Z?’ The only way to solve that is a tool like AI Visibility Monitor."

Josh, Head of Product | SmartScout
How it works

Five Steps from Setup to Actionable Intelligence

step 01
Set Up Your Dashboard
Enter your product by ASIN or keyword. SmartScout identifies your product and prepares it for monitoring.
step 02
Set Up Your Dashboard
Topics are shopper personas or niches, like 'natural caffeine' or 'zero sugar' for energy drinks. Under each topic, add prompts: the actual questions shoppers are asking ChatGPT. SmartScout can suggest both, or you can write your own using keywords that already matter to your business.
step 03
We Run the Prompts, Continuously
SmartScout fires each prompt at ChatGPT multiple times per day. Because AI responses vary, we need volume to produce reliable visibility rates. The more we run, the sharper your data becomes.
step 04
Read Your Dashboard
Your visibility rate, competitive rankings, average position, and historical trends update automatically. Filter by topic, time window, or individual prompt to drill into the data that matters most to you.
step 05
Act on Citation Sources
See which websites ChatGPT is citing when it recommends products in your category. Reach out to those domains for placements, blog collaborations, or coverage, and make sure your Amazon listing is fully optimized, since it's consistently one of the biggest citation sources
The Solution

Every Metric You Need to Understand Your AI Shelf Position

AI Visibility Monitor surfaces your most important data points in a single dashboard — from your overall visibility rate down to the specific domains that are shaping ChatGPT's recommendations.
Visibility rate tracked historically — see if you're trending up or down
Product and brand-level competitive rankings side by side
Average position showing where in ChatGPT's list you typically appear
Prompt-level filtering to isolate performance by topic or search intent
Export functionality for reporting and client presentations
Dashboard Metric
Example
What It Tells You
Visibility Rate
42.9%
% of AI searches where your product is mentioned
Visibility Rank
#1
Your rank among all tracked competitors
Avg. Position
1.6
Where in the recommendation list you typically appear
Citation Sources
17 domains
Websites influencing LLM recommendations for your category
Prompts Tracked
3 active
Custom shopper-intent prompts running multiple times per day
A detailed review

Find Out Why the AI Recommends What It Does and Act On It

When ChatGPT recommends a product, it cites the sources that informed its answer. AI Visibility Monitor aggregates those citations so you can see exactly which websites are shaping buying decisions in your category.
This is the actionability layer of the tool. Once you know which domains ChatGPT trusts for your category, you can reach out to them directly — for blog swaps, editorial placements, sponsored features, or affiliate partnerships.
Domain
Prompts
Responses
Action You Can Take
amazon.com
3
217
Optimize your listing — this is your biggest lever
healthline.com
2
98
Reach out for editorial coverage or product review
verywellfit.com
2
74
Pitch a product feature or sponsored content slot
eatthis.com
1
41
Contact for roundup inclusion or blog collaboration
menshealth.com
1
33
Explore sponsored review or affiliate partnership
Amazon.com is almost always the top citation source.
That means your product listing needs to be fully optimized, not just for keyword search, but for how an LLM reads and evaluates your copy. Titles, bullets, A+ content, all of it influences AI recommendations now.
who it’s built for

From Invisible to Measurable to Improvable

AI Visibility Monitor gives you what has never existed before: a clear, data-backed picture of how your brand performs on the AI shelf. That visibility turns a blind spot into a competitive advantage.

Know your AI visibility rate

Instead of guessing, get a single clear number and watch it move.

Benchmark against competitors

At both product and brand level, see exactly where you rank.

Track trends over time

See if your efforts are actually working, with daily-refreshed history.

Identify citation opportunities

Find the domains your competitors haven't pitched yet.

Prioritize listing improvements

Focus on the content changes that directly influence LLM output.

Get in early

This data compounds in value as agentic shopping grows.

The Solution

The Prompts You Choose Define What You Measure

Choosing the right prompts is the most important decision you'll make when setting up your dashboard. Think of prompts as the actual questions your target shoppers are typing into ChatGPT.
SmartScout organizes prompts into topics — effectively shopper personas or product niches. This lets you see performance broken down by intent, not just as one undifferentiated number.
Use keywords you already know matter from your PPC and SEO work
Mix prompt lengths — broader prompts capture wide visibility, specific ones reveal niche strength
Organize by topic to separate different buyer personas
Let SmartScout suggest prompts, or write your own for maximum precision
Add more prompts over time as you learn which searches drive the most AI traffic

"Choosing the prompts that matter most to you is really, really critical. You want to involve certain keywords that matter to you."

Josh, Head of Product | SmartScout
use cases

Built for Brands, Sellers,
and Agencies

Whether you're managing a single brand, running an agency portfolio, or selling independently — AI Visibility Monitor gives you a data layer that has never existed before for the AI shelf.
Brands
Monitor AI visibility across your catalog, benchmark against competitors, and track how LLM recommendations evolve over time.
AGENCIES
Answer the question 'how is your brand doing in AI search?' with hard data. Show clients exactly where they rank and what to do about it.
SELLERS
Understand your AI shelf presence without guesswork. Know which prompts surface your product, who you're competing against, and which sites to target.
comparison

More Than a Keyword Tool

Without AI Visibility Monitor
Guessing whether AI is recommending your product
No visibility into competitor AI presence
No way to know where you rank on the AI shelf
No idea what drives AI recommendations
One-time snapshots with no trend data
With AI Visibility Monitor
Tracks your AI visibility rate with real data, run multiple times daily
Full competitive landscape at product and brand level
Explicit visibility rank and average recommendation position
Citation source table shows which websites influence LLM output
Historical visibility rate charted over time so you can see movement
who it’s built for

Starting with ChatGPT. More Coming.

ChatGPT holds dominant market share among AI-powered shoppers. AI Visibility Monitor launched with ChatGPT first and is actively adding support for Gemini and other major LLMs.
Get in now. The visibility data you build today becomes increasingly valuable as agentic shopping grows — and expanding to more LLMs will only increase the depth of your competitive intelligence.

ChatGPT

OpenAI's flagship chat model, the largest AI shopping audience today. Tracked multiple times per day, per prompt.

Gemini

Google's AI assistant, deeply integrated with Search. Adds a second major LLM signal to your visibility data.

Additional LLMs

Claude, Perplexity, and other emerging answer engines will be added as their shopping audiences mature.

"Get in while the getting is good. This is only going to get more and more valuable over time."

Josh, Head of Product | SmartScout

Your Competitors Are Already on the AI Shelf

Find out where you stand. Start monitoring your AI visibility in minutes, SmartScout handles the prompts, the data, and the competitive analysis. You focus on acting on it.
Launch Your Dashboard
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