Know
Know what AI recommends, per product
See your AI shelf SKU by SKU across ChatGPT, Gemini, Perplexity, Claude, Copilot, DeepSeek, Grok, and Meta AI. Track which of your products get picked for the questions shoppers actually ask.
Learn more Shopify-native AI visibility
When shoppers ask AI, does it recommend your product?
ChatGPT, Gemini, Perplexity, Claude, Copilot, DeepSeek, Grok, and Meta AI are recommending products to your shoppers. SeenByLLM shows which of your products they pick, where they get it wrong, and exactly what to fix — every finding backed by replayable evidence.
Shopify App Store installs use Shopify Billing.
AI ShelfBuyer question
“best insulated water bottle”
- 1Your Storeyou
- 2a rival
- 3a rival
Recommendation sharesample
↻ Replay this answerView evidence
Illustrative example. Generic placeholders shown — not a real store, brand, or result.
Tracking where your products show up in AI answers
- ChatGPT
- Gemini
- Perplexity
- Claude
- Copilot
- DeepSeek
- Grok
- Meta AI
Built for Shopify · read-only catalog access · proof on every answer
The new storefront is a chat box
Shoppers now ask AI what to buy. AI picks one product to recommend. If it picks a competitor’s, you never see the sale you lost.
SeenByLLM makes sure your products are in the answer — and tells you exactly what to fix when they’re not.
Per product. Per assistant. With proof on every answer.
WHY SEENBYLLM
See what AI recommends. Fix what it gets wrong.
Monitoring, evidence, and remediation — built for Shopify merchants who need their products to get picked in AI shopping answers.
Catch
Catch when AI gets your product wrong
Product Truth Monitor flags the answers that describe your product incorrectly, cite the wrong source, or swap you out for a rival — so you spot the misses before shoppers do.
Learn moreFix
Fix it without a developer
Turn findings into action with an AI shopping readiness checklist and draft Conversational Attributes you export and review for Merchant Center. You publish through your own tools — SeenByLLM does not write to your store or to Google for you.
Learn moreProve
Prove it, every answer
Every finding ships with a replayable evidence pack — the exact prompt, the assistant, the captured answer, the cited sources, and a timestamp. Defensible proof you can re-run and check yourself.
Learn moreAI-SHELF PREVIEW
Get on the early-access list
Paste your store URL to join the early-access list for an AI-shelf preview: where AI places (or skips) a sample of your top products, plus an AI shopping readiness score. We'll be in touch by email.
- No card needed — it's a preview, not a signup.
- Looks at a sample of your catalog, with the caveats shown alongside every result.
- Full evidence packs and multi-platform sweeps unlock when you start a trial.
Want it now? Install on Shopify → to see your AI shelf inside the app.
EVIDENCE & REPLAY
Don't trust us. Replay it.
Most AI-visibility claims ask you to take a dashboard's word for it. We do the opposite: every finding is backed by a replayable evidence pack you can re-run and check yourself. Defensible proof on every answer — never a borrowed logo.
- Replayable evidence packs
- Every finding ships with the exact prompt, the assistant, the captured answer, the cited sources, and a UTC timestamp. Re-run the prompt and compare — the proof is reproducible, not a screenshot.
- Crawler-beacon proof
- We log when a known AI crawler reads your storefront paths, separated from ordinary human browser visits — so you can see the access behind the answer, not just take our word for it.
- Read-only, scoped to your catalog
- Built for Shopify with read-only access to your products and content — no order data, ever. The evidence is about what AI says, drawn from your own pages.
Evidence pack
Sample- Buyer question
- “best insulated water bottle for hiking”
- Assistant
- ChatGPT
- Captured
- 2026-05-28 14:02 UTC
- Answer
- …for long hikes I'd recommend [a rival] and [a rival], both keep drinks cold for 24h…⚠ rival swap
- Cited sources
- a-rival.examplea-forum.example
- Your product
- Not mentioned in this answer. Fix: AI shopping readiness checklist (4 items).
↻ Replay this answerView full pack
Illustrative example. Generic placeholders shown — not a real store, brand, or result.
BY GOAL
What do you want to do first?
Pick where it hurts most. SeenByLLM works the same on every plan — eight named assistants included.
Get recommended
Win the AI shelf
Get more of your SKUs into the answers shoppers actually see across ChatGPT, Gemini, Perplexity, Claude, Copilot, DeepSeek, Grok, and Meta AI.
Learn moreFix what AI gets wrong
Protect product truth
Catch wrong descriptions, weak citations, and answers that swap your product for a rival's — then see exactly what to fix.
Learn moreProve it to your team
Replay every finding
Back every result with a replayable evidence pack — the prompt, the assistant, the answer, and the citations, timestamped.
Learn morePRICING
Simple, self-serve pricing
All plans sweep the same eight named assistants. No card needed to start.
Starter
Test the waters of AI visibility.
$49/ month
- 25 buyer questions
- About 13 standard AI shelf sweeps/month
- 1 brand project
Growth
Most popularFor DTC brands serious about getting picked.
$129/ month
- 50 buyer questions
- About 20 standard AI shelf sweeps/month
- 3 brand projects
Pro
For multi-brand portfolios and agencies.
$399/ month
- 50 buyer questions
- About 45 standard AI shelf sweeps/month
- 10 brand projects, CSV exports
Shopify App Store installs use Shopify Billing.
See full pricing →FAQ
Questions, answered honestly
- Which AI assistants do you cover?
- We sweep ChatGPT, Gemini, Perplexity, Claude, Copilot, DeepSeek, Grok, and Meta AI. The same assistants are covered on every plan — assistant access is never plan-gated.
- Does this work without Shopify?
- Direct website accounts get the core AI-visibility workflow — just paste your URL on signup. The Shopify app adds read-only catalog sync so we can match AI answers to your actual products, SKU by SKU.
- Do you track my orders or revenue?
- No. We use read-only access to your products and content — never your orders. Our findings are about what AI says about your products, drawn from your own pages, not your sales data.
- Will my product always appear in AI answers?
- No tool can promise inclusion — the assistant decides. We show how AI answers today, where you're missing, and what to fix to improve your odds.
- Do you publish changes to my store for me?
- No. SeenByLLM is draft, export, and review only. We generate readiness checklists and draft Conversational Attributes you export and publish through your own tools — we never write to your store or to Google for you.
- What's a "buyer question"?
- A buyer question is a real shopping prompt we sweep across the assistants — the kind of thing a shopper would actually ask AI before they buy. A standard AI shelf sweep checks your tracked buyer questions across the default assistant set and turns the answers into visibility, ranking, citation, and recommendation signals.
Make sure AI recommends your products — not a rival's
See your AI shelf, catch the answers that get your product wrong, and ship the fixes — with replayable proof on every finding.
Shopify App Store installs use Shopify Billing.
Tracking where your products show up in AI answers
- ChatGPT
- Gemini
- Perplexity
- Claude
- Copilot
- DeepSeek
- Grok
- Meta AI
Built for Shopify · read-only catalog access · proof on every answer