Get your products
chosen by AI.
Shoppers now ask ChatGPT, Gemini, Perplexity and Copilot what to buy, and AI agents are starting to check out for them. MaximusLabs makes your catalog readable, your products recommendable and your store ready for agent checkout, then measures every AI shopping answer in Max Visibility.
Product answers tracked across every major AI model
Trusted by B2B teams at
In short
What agentic commerce optimization is, in two sentences.
Agentic commerce optimization makes your products the ones AI shopping assistants recommend, and the ones AI agents can actually buy.
MaximusLabs fixes the four things an agent checks, then measures every AI shopping answer that names you.
What an AI agent checks before it recommends you
The MaximusLabs four-layer model- Layer 1Find
AI crawlers reach your product pages, and your feeds are live where each platform reads them.
- Layer 2Read
Every product has complete, matching attributes in the feed and in the page's structured data.
- Layer 3Trust
Reviews, ratings, returns and shipping an agent can check, plus the sources AI already cites.
- Layer 4Buy
A checkout an agent can complete, wherever the platform supports it today.
Agentic commerceBe the product
AI shows first.
We run the shopping questions your buyers ask on every AI model and record which products appear, in what order, at what price and with what rating.
Product mentions
Which of your SKUs AI names, and for which prompts.
Price and rating accuracy
Whether the answer shows today's price, stock and rating.
Rival products
Who takes the first slot when you don't, and why.
| Model | First product named | Acme rank | Price shown |
|---|---|---|---|
 ChatGPT | Acme Ridge W | #1 | $138 |
 Gemini | Kestrel Trail GTX | #2 | $138 |
 Google AI Mode | Acme Ridge W | #1 | $138 |
 Perplexity | Lumen Glide W | #3 | $129 |
 Copilot | Kestrel Trail GTX | Not named | — |
 Claude | Acme Ridge W | #1 | no price |
Feeds an agent
can actually read.
AI shopping answers are built from product data. We audit and fix the feeds each platform reads, so every SKU carries complete, current attributes.
Feed audit
Fill rate for every attribute, by SKU and category.
Merchant programs
Google Merchant Center and the ChatGPT merchant feed, set up and kept healthy.
Freshness
Price and stock updates fast enough that answers never go stale.
| Attribute | Fill rate | Status |
|---|---|---|
| id · gtin · brand | Complete | |
| price · availability | 48 stale | |
| size · width · color | Variants split | |
| material · drop · weight | In images only | |
| shipping | US only | |
| return policy | Missing |
Pages that match
your feed.
Google checks your product pages against your feed. We add schema.org Product markup with offers, ratings, returns and shipping, and make sure both sources agree.
Product and offer markup
Price, availability, GTIN and variants in JSON-LD.
Returns and shipping
Return windows and delivery times machines can read.
Feed-to-page match
Every mismatch between page and feed, flagged before AI sees it.
{
"@context": "https://schema.org",
"@type": "Product",
"name": "Acme Ridge W",
"gtin13": "0812345678901",
"brand": { "@type": "Brand", "name": "Acme" },
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": 4.7, "reviewCount": 2184 },
"offers": {
"@type": "Offer",
"price": 138.00, "priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"shippingDetails": { "@type": "OfferShippingDetails" },
"hasMerchantReturnPolicy": {
"@type": "MerchantReturnPolicy",
"merchantReturnDays": 60 }
}
}Know your
readiness level.
We score your store on all four layers, Find, Read, Trust and Buy, then fix the gaps in order of impact. It starts with letting the right AI crawlers in.
Readiness levels
A score per layer and the single biggest gap in each.
Crawler access
Which AI crawlers your robots.txt and CDN let in or block.
Readable without JavaScript
Price, stock and reviews in the HTML that crawlers fetch.
Ready when the
agent says buy.
Agent checkout runs on new open protocols. We set up the merchant programs each platform needs and track every spec change for you.
Protocol readiness
ACP, UCP and the payment rails behind them, mapped to your stack.
Merchant applications
The programs that let AI platforms sell your products.
Spec watch
Each change checked against the owner's official docs.
| Protocol | What it does | What we set up |
|---|---|---|
| ACPOpenAI and Stripe | Open standard for product feeds and agent checkout in ChatGPT. Merchants can now keep their own checkout. | Merchant application, ACP product feed, checkout path |
| UCPGoogle and retail partners | Checkout on eligible listings in AI Mode and the Gemini app. US pilot, rolling out. | Merchant Center opt-in (native_commerce), feed fixes |
| AP2Google and payments partners | Proves the shopper authorised what the agent pays for. | Compatibility check with your payment provider |
| MCPStarted at Anthropic, now open | Connects AI assistants to tools and data, like your catalog. | Catalog tools where your platform offers them |
Give AI a reason
to trust you.
AI shopping answers lean on reviews, return terms and the sites they already trust. We strengthen the signals that make an agent confident naming you.
Review signals
Volume, recency and the themes AI repeats from your reviews.
Merchant policies
Returns, shipping and warranty, stated plainly and the same everywhere.
Third-party sources
The review sites, forums and roundups AI cites for your category.
Win the
shortlist.
Buyers ask AI to compare, shortlist and pick. We map those prompts for your category and build the pages and proof that win them.
Prompt map
Best-for, versus, alternatives and budget prompts in your category.
Comparison content
Honest comparison and buying-guide pages AI can quote.
Gap briefs
Every prompt you lose becomes a brief with a clear fix.
| Prompt | ChatGPT | Gemini | Google AI Mode | Perplexity | Copilot | Claude |
|---|---|---|---|---|---|---|
| Best trail shoe for wide feet | 1 | 2 | 1 | 3 | — | 1 |
| Acme Ridge W vs Kestrel Trail GTX | 1 | 1 | 2 | 1 | 2 | 1 |
| Kestrel Trail GTX alternatives | 3 | — | — | 2 | — | 4 |
| Trail shoes with free returns under $150 | 2 | 1 | 1 | — | 3 | 2 |
| Most durable trail shoe for rocky ground | — | — | 4 | — | — | 3 |
See what AI
shopping earns.
Every engagement runs on Max Visibility, our platform for every AI model: product visibility, the AI bots reading your store and the orders AI sends.
Product visibility
Products, prices and ratings inside AI shopping answers.
Agent analytics
AI crawler logs, crawlability and agent readiness.
AI referrals
Sessions and orders from AI assistants, via GA4.
Max Visibility/Last 90 days ▾Five steps,
then repeat.
A brand strategist leads every engagement. We start by reading your store the way an agent does, fix what blocks a recommendation, then measure the result in Max Visibility.
- 01 · Audit
Read it like an agent
Crawl, feeds, schema and live AI shopping answers, scored on four layers.
Readiness auditLevel 2 of 4 · 12 gaps - 02 · Map
Map the questions
The shopping prompts in your category, by model and buying stage.
Prompt map140 prompts · 4 types - 03 · Fix
Fix the data
Feed attributes, product schema, policies and crawler access, in impact order.
Feed and schema fixes6 attributes · 1,240 SKUs - 04 · Earn
Earn the shortlist
Comparison guides, review signals and the sources AI already cites.
Briefs and outreach4 briefs · 2 sources pitched - 05 · Measure
Measure and repeat
Product visibility, agent visits and AI-referred orders, monthly.
Max VisibilityMonthly shopping report
Why MaximusLabs
Feed tools fix data. SEO agencies fix pages. We make AI choose your products, and prove it in Max Visibility.
AI search is a positioning problem before it's a technical one.
That's why every engagement starts by reading what AI already believes about you. You can't change a story you haven't read.
| What you get | SEO agency | Feed tool | MaximusLabs |
|---|---|---|---|
| Starts from how AI describes your brand | |||
| Tracks your products inside AI shopping answers | |||
| Fixes product feeds SKU by SKU | |||
| Builds comparison content and earns citations | Partly | ||
| Keeps you current on agent checkout protocols | Partly |
30 minutes. We'll show you how AI shopping answers treat your products today.
Book a GEO strategy callQuestions,
answered.
What ecommerce teams ask us before they start.
What is agentic commerce optimization?
How is it different from SEO or GEO?
Which AI platforms do you cover?
Can AI agents buy my products today?
Do I need ACP or UCP?
Does it work on Shopify or a custom store?
How do you measure results?
Do you replace my feed management tool?
How soon do products show up in AI answers?
Be the product
AI puts in the cart.
Book a call. We'll run a few of your category's shopping prompts live and show you where your products stand.