Four services. One outcome.
Each one moves your products closer to the shortlist an agent builds for your customer. Take them in order, or start where you are.
What we actually do.
Shoppers have started asking an agent what to buy. The agent answers with a shortlist of a handful of products, and it builds that shortlist from what it can read: your product feeds, your structured data, your live pages and the sources it trusts to tell it who is good.
A person will put up with a vague product page and click around until they find what they need. An agent won't. It checks each product against the shopper's budget, use and constraints, and drops anything with a missing answer. There is no second page of results to be found on later. Most stores were built for search results, which is why so many of them never make the set.
So we start by testing your store the way the agents do: through your feeds, your markup, your live pages and the open web, and by asking five agents for the best product in your categories. Then we fix what makes your products unreadable. That means product and offer schema on every template, feeds the agents accept, an llms.txt, price, delivery and returns stated where a machine can find them, and a cart and checkout an agent can complete.
Most of our work is making true things easy to read.
Being readable gets you considered. Being recommended takes more, because agents quote what others say about you more readily than what you say about yourself. We find the buying guides, review sites and forums they lean on in your categories and earn your place in them, openly and as the brand. And because no agent gives you a dashboard, we build one: the same questions asked every week, with your competitors measured alongside you, so you can watch your share of recommendation move.
We do all of this alongside your developers or agency, not around them. Changes arrive as pull requests or theme changes on the platform you already use, nothing ships without their review, and we leave documentation your team can maintain. It is for ecommerce brands in the UK and the US, on hosted platforms or headless builds, that would rather know where they stand with the agents than guess.
Audit
Find every reason an agent skips you.
We test your store the way the agents do: through your feeds, your markup, your live pages and the open web. You get a scored list of what blocks you, in order of what it costs you.
- Product page41
- Category page58
- Product feed33
- Checkout72
Ranked gaps
- No GTINs on variants
- Stock and delivery missing from feed
- Returns policy unreadable without scripts
What we look at
- Product schema, variants, GTINs and identifiers
- Feed coverage and freshness against your live catalog
- Price, stock, shipping and returns as an agent reads them
- Bot walls, modals and scripts that stop a browser agent
- What five agents say when asked for the best product in your categories
What you get
- A readiness score for each template and category
- A ranked gap list with effort and impact
- Prompt transcripts and screenshots from each agent
- A ninety-minute walkthrough with your team
Fix
Make the product machine-readable.
We close the gaps the audit found, working in your codebase alongside your developers or agency. Nothing ships without their review.
Before
<div class="price">$129</div>
<span>In stock</span>Text on a page. No product, no offer.
After
{
"@type": "Product",
"name": "Trail Runner",
"gtin13": "0123456789012",
"offers": {
"@type": "Offer",
"price": "129.00",
"priceCurrency": "USD",
"availability": "InStock",
"shippingDetails": { … },
"hasMerchantReturnPolicy": { … }
}
}A product an agent can price, ship and return.
What we do
- Product, Offer, Review and return-policy schema across every template
- Feeds for ChatGPT over ACP and for Google over UCP and Merchant Center, kept in step with the store
- llms.txt, and product and policy pages an agent can read without running scripts
- A cart and checkout an agent can complete: no dead ends, no hostile bot rules
- Hosted or headless, on the platform you already use
What you get
- Pull requests or theme changes, reviewed with your developers
- Validated feeds with monitoring
- Before and after readiness scores
- Documentation your team can maintain
Cite
Show up in the sources agents trust.
Agents quote what others say about you more readily than what you say about yourself. We find the sources they lean on in your categories and earn your place in them.
“What is the best trail running shoe for wide feet?”
Sources the agents quoted
- Buying guide 4 of 5 agents Not placed
- Review site roundup 3 of 5 agents Placed
- Reddit thread 3 of 5 agents Not mentioned
- Your product page 1 of 5 agents Quoted
What we do
- Map the sources each agent quotes in your categories
- Earn placement in buying guides, review sites and comparison content
- Take part where shoppers ask, on Reddit and forums, openly and as the brand
- Rewrite product and category copy to answer full-sentence questions
- Build a review base with the volume, recency and detail agents can quote
What you get
- A source map for each category
- A monthly placements report
- Content briefs and drafts
- Citation share tracked over time
Track
Know your share of recommendation.
No agent gives you a dashboard, so we build one. The same questions, asked every week, with your competitors measured alongside you.
- You
- Competitor A
- Competitor B
In the candidate set this week
- ChatGPT
- Gemini
- Muse
- Claude
- Perplexity (not in the set)
What we measure
- Forty or more prompts per category, run weekly across ChatGPT, Gemini, Muse, Claude and Perplexity
- Candidate-set presence, position and share of recommendation
- Named competitors tracked alongside you
- Alerts when a feed breaks or a recommendation drops
What you get
- A monthly scorecard you can put in a board deck
- A live dashboard
- A quarterly review and plan
Start where you are.
Every engagement begins from one of three places. Full terms are on the pricing page.
-
You don't know why agents skip you.
Begin with the Audit. Two weeks to a scored, ranked list of what blocks you.
US$950 one-time
Start with an audit -
You know the gaps and need them closed.
Go straight to Fix. We work in your codebase, alongside your developers.
From US$2,900 per project
Scope a fix -
Agents can read you, but recommend someone else.
Cite and Track run together: earn the citations, then measure what they win.
From US$750 per month
Talk about a retainer
One partner makes you findable.
Book a thirty-minute readiness call, or see what each engagement costs.
Not ready to talk? Run the free check first.