AgentShelf · AI shopping visibility for Shopify brands
Shoppers now ask AI what to buy. Are you in the answer?
AgentShelf tracks how AI shopping assistants like ChatGPT, Gemini and Copilot present your products, measures your share of voice against competitors, and shows you what to fix.
Your demo includes real answers to real shopping questions in your category.
Share of voice in AI answers
120 buyer questions · last 4 weeks
18%
Your share
+4 pts
Change
3
Price mismatches
| Brand | ChatGPT | Gemini | Copilot | Overall |
|---|---|---|---|---|
| Dew Botanics | 29% | 24% | 31% | 28% |
| Lumen Skincare (you) | 16% | 21% | 17% | 18% |
| Rootwell | 17% | 15% | 12% | 15% |
| Softday Lab | 9% | 14% | 11% | 11% |
| Purely Clay | 8% | 6% | 9% | 8% |
A new shelf opened, and you can't see it.
You don't know if you're recommended
Shoppers ask an assistant for "the best" product in your category, and you have no idea what it says.
Competitors may be winning quietly
A rival can own AI answers while your traffic reports show nothing.
Wrong information spreads
Assistants can show outdated prices, wrong stock or claims you never made.
Measure, understand and grow your AI visibility.
Know your share of voice
See how often you appear, by assistant, category and market.
See who beats you
Know which competitors show up instead, and for which questions.
Catch misinformation
Find wrong prices, stock and claims before shoppers act on them.
Know what to fix
Every visibility gap links to concrete catalog and content fixes.
Your brand, as AI shopping assistants see it.
Real shopping questions
We track the questions your buyers actually ask.
- Prompt sets built from your catalog and category
- Separate sets per country and language
- Niche prompt libraries maintained for you
Every major assistant
One view across the AI assistants shoppers use.
- Scheduled runs across major assistants
- Several samples per question, so results hold up
- Answers from your own store's AI endpoint too
Share of voice
The number to report to your boss or client.
- Presence by assistant, question and category
- Trends over time, shown as honest ranges
- Position and context within each answer
Competitor leaderboard
See who's winning the AI shelf in your category.
- Brands that appear instead of yours
- Questions where you're absent
- Competitor surges flagged automatically
Accuracy and claims
Make sure assistants get you right.
- Price and stock in answers vs your live store
- Claims attached to your brand
- Sources and pages assistants cite
Fix list and proof
From "we're losing" to "here's what to do".
- Gaps linked to catalog and content fixes
- Before-and-after tracking for every fix
- Full archive of every answer, for proof
How it works
We map your buyer questions
From your catalog, category and market.
AgentShelf asks them on a schedule
Across major AI assistants, several times each.
Answers become metrics
Share of voice, competitor rankings, accuracy checks.
You get a fix list
Act on it yourself, or have us fix your catalog with AgentReady Fixer.
Who it’s for
- DTC brands that want to show up when shoppers ask AI what to buy.
- Ecommerce marketing leads who need a new channel measured like the others.
- SEO and GEO agencies adding AI shopping visibility to client reporting.
Run it yourself, or let us run it for you.
| Self-operated | Managed | |
|---|---|---|
| Who uses it | Your team logs in and works in it | Our team operates it for you |
| What you get | Full access, training and support | Regular reports, recommendations and actions taken with your approval |
| Best for | Teams with an in-house owner for it | Founders and lean teams who want outcomes, not another tool |
Need something specific? We add custom reports, integrations and rules as part of your setup.
- 1
Book a demo
A 30-minute call. We look at your business and your competitors before we talk, so the demo runs on your real data.
- 2
Get a tailored proposal
Scope, setup, who operates it, and a price that fits your business and team.
- 3
We set it up
Your own configured workspace, connected to your systems, with your rules and reports.
- 4
Start getting results
Training for your team, or we run it for you and send the results.
Your data stays yours.
Isolated by design
Your data sits in its own isolated database, never mixed with other clients' data.
Least-access connections
Where we connect to your store or accounts, we ask only for the permissions we need.
You approve every change
Nothing touches your live store or accounts without your sign-off, and every change can be rolled back.
Full audit trail
Every action is logged, by person and time.
Delete on request
Your data is removed when you leave or ask.
Questions
Which AI assistants do you track?
The major assistants shoppers use today. We confirm the exact list for your markets in the demo.
AI answers change every time. Is this reliable?
We ask each question several times and report ranges and trends, not single answers.
Can you guarantee we'll be recommended?
No one honestly can. We measure where you stand and show you what improves your odds.
Does it work outside the US?
Yes, with separate question sets per country and language.
Do I need to install anything?
No. Tracking works without access to your store.
What do I do with the results?
Every report includes a prioritized fix list. We can also make the fixes for you.
How much does it cost?
Pricing depends on your scope, the number of stores or accounts, and whether you want it managed. You'll get a clear proposal after the demo.
Is this an app I install from an app store?
No. We set it up and configure it for you. Where it needs to act on your store, we install a private app built for your store only.
Can we have our own server, or host it ourselves?
Yes. Every client's data is already isolated, and dedicated instances and self-hosting are available.
How long does setup take?
Usually days, not weeks. Larger custom setups are scoped in the proposal.
Can you customize it?
Yes. Custom reports, integrations and rules are part of how we work.
Do you work with agencies?
Yes. Agencies can run it across client accounts, with white-label reports.
What if we stop working together?
You can export your data at any time, and we delete it on request.
Find out what AI assistants tell shoppers about you.
Tell us about your business. We’ll come to the demo with your data already loaded.