# Recommended by Agents

> Recommended by Agents is an agency that makes ecommerce brands and online stores legible to, recommended by, and transactable with AI agents: ChatGPT Shopping, Gemini and Google's UCP, Meta's Muse, Claude and Perplexity. We serve retailers in the United Kingdom and the United States.

AI agents now shortlist, compare and buy on shoppers' behalf. A product an agent cannot read is not in the candidate set. Our service has four parts:

- Audit: find every reason an agent skips a store's products. Product schema, feeds, price, stock, delivery and returns legibility. Two weeks.
- Fix: make the catalog machine-readable. Schema.org markup, llms.txt, ACP and UCP feeds, Merchant Center, and a cart and checkout an agent can complete. Four to eight weeks.
- Cite: appear in the sources agents trust. Buying guides, review sites, Reddit and forums, and answer-shaped product copy. Ongoing.
- Track: measure share of recommendation. A weekly prompt battery across five agents, named competitors, and a monthly scorecard.

## Start here

- [Free readiness check](https://www.recommendedbyagents.com/#check): Paste a product URL to get a readiness score, the top three gaps, and a screenshot of what ChatGPT says when asked for the best option in the category. Full report by email. Free.
- [Services](https://www.recommendedbyagents.com/services/): What each of Audit, Fix, Cite and Track covers, what the client receives, and how long it takes.
- [Pricing](https://www.recommendedbyagents.com/pricing/): Three engagements with prices on the page: Audit (one-time), Fix (per project), Cite and Track (monthly).

## Research

- [Recommended by Agents Index](https://www.recommendedbyagents.com/agent-index/): A quarterly ranking of the ecommerce brands that five AI agents recommend, by category, for the UK and the US. Q4 2026 edition coming.
- [Methodology](https://www.recommendedbyagents.com/methodology/): Forty shopper questions per category, five agents, five runs per question, two markets, scored by share of recommendation. Clients are ranked the same way as everyone else.
- [Insights](https://www.recommendedbyagents.com/insights/): Articles on agentic commerce, candidate sets and how agents read online stores.

## Insights

- [We audited 12 top DTC stores: who the agents can read](https://www.recommendedbyagents.com/insights/we-audited-12-dtc-stores/): One product page from each of 12 well-known DTC stores run through the agent-readiness check: scores, common gaps, and two cases worth studying.
- [How to get your products recommended by ChatGPT](https://www.recommendedbyagents.com/insights/how-to-get-recommended-by-chatgpt/): A 12-step checklist: crawler access, Product schema, feeds, page legibility, citations and tracking.
- [Best running shoes under $150: who ChatGPT picked](https://www.recommendedbyagents.com/insights/best-running-shoes-under-150-chatgpt/): An illustrative walkthrough of one AI shopping question and why brands made or missed the answer.
- [llms.txt, schema and feeds: what AI shopping agents read](https://www.recommendedbyagents.com/insights/what-ai-shopping-agents-read/): Which files AI shopping agents actually use, which they ignore, and the order to fix them in.
- [Why Muse reads your site like a customer, not a crawler](https://www.recommendedbyagents.com/insights/muse-reads-your-site-like-a-customer/): What a browser agent sees on a product page, where it gives up, and a ten-minute test.
- [The candidate set: the metric that matters in AI commerce](https://www.recommendedbyagents.com/insights/candidate-set-agentic-commerce/): What the candidate set is, how agents build it and how to measure your place in it.

## About

- [About](https://www.recommendedbyagents.com/about/): What we believe and how we work with a retailer's developers or agency.
- [Why this exists](https://www.recommendedbyagents.com/#why): Agents filter rather than browse; feeds and websites both matter; there is no Search Console for ChatGPT; a catalog is a moving target.

## Contact

- [Book a thirty-minute readiness call](https://www.recommendedbyagents.com/contact/)
- Email: hello@recommendedbyagents.com

## Legal

- [Security](https://www.recommendedbyagents.com/security/): How the website and free readiness check are built and protected, and how to report a vulnerability.
- [Privacy](https://www.recommendedbyagents.com/privacy/): What personal data the website collects, why, which providers process it, and your rights.
- [Terms](https://www.recommendedbyagents.com/terms/): Rules for using the website, the free readiness check, the Index and insights.