Your Customers Are Asking AI, Not Google: Is Your Brand Even in the Answer?

Agent KITS measures whether AI search and shopping agents can read, trust, and recommend your ecommerce brand.

Written by Sithumini Abeysekara • Jul 16, 2026 • ~6 min read

Trail shoes beside a product audit panel with colored visibility signals

A shopper asks an AI agent for the "best waterproof hiking boots under $150." The answer comes back with a short list of brands, written with the confidence of a recommendation engine that has already done the research.

Most brands have no idea whether they are one of those three to five names, or invisible entirely. That is the gap Agent KITS is designed to close.

What Agent KITS Actually Does

Point Agent KITS at your domain and it shows how visible and readable your product pages are to the AI systems becoming a new front door to shopping. Traditional SEO still matters, but AI discovery adds a different question: can an assistant understand, trust, and recommend your page when it compresses the web into a single answer?

Why this is real now: OpenAI documents separate crawler controls for ChatGPT search and model-training crawls, Perplexity documents its crawler and user-triggered fetcher, and Schema.org Product markup remains a practical way to make commerce pages machine-readable.

Every brand gets one score, with the four pillar scores behind it.

The KITS Score: Four Pillars, One Number

Knowledge: Does your page actually explain the product in a way a model can use?
Intent: Is the page structured around how a shopper asks, compares, and decides?
Trust: Are reviews, ratings, policies, and credibility signals easy to find?
Signals: Are your product identifiers, structured data, crawler rules, and emerging files such as llms.txt easy for AI systems to interpret?

Each pillar is scored per page, then rolled up into one brand-level number that makes the state of your AI visibility easy to understand.

A Quick Example

You sell hiking boots. A shopper asks an assistant: "What are the best waterproof hiking boots under $150?"

If your page blocks relevant search crawlers, has a two-line description, omits product identifiers, or hides the price inside a fragile JavaScript widget, the assistant may skip you. A competitor with clean schema and a model-readable page can get picked instead, even when the product itself is not better. Agent KITS catches that gap before it quietly costs you the sale.

What You Actually Get

The output is not a vague grade. Agent KITS gives you a clear dashboard and a prioritized punch list showing what will move the score.

Agent KITS score details dashboard — Your whole brand, at a glance.

Agent KITS recommendations dashboard — Not 40 nitpicks: the 10 fixes most likely to improve your AI visibility.

Agent KITS prioritized fixes dashboard — Not 40 nitpicks: the 10 fixes most likely to improve your AI visibility.

Are You Winning the AI Answer?

Visibility is not only about your own site. Agent KITS also tracks whether AI agents mention your brand across real category prompts, and which competitors appear more often.

Agent KITS prompt mention tracking — See who is beating you, and on which buying questions.

Agent KITS competitor visibility comparison — See who is beating you, and on which buying questions.

How It Works Under the Hood

A background crawler renders your pages like a real browser would, across as many as 500 catalog pages. Each page is scored against the same rubric so the results are consistent over time. On a recurring schedule, representative buying prompts run against multiple AI engines to track brand mentions and competitor movement.

Agent KITS page audit table — Every product page is scored, not just the homepage.

No score is a black box. Each audited page includes a view into what Agent KITS extracted and which checks passed or failed, so teams can see the reason behind the number instead of trusting a vague AI verdict.

Agent KITS extracted page audit log — Every score traces back to checks your team can review.

Agent KITS rule checks audit log — Every score traces back to checks your team can review.

Your Report, Delivered

You do not have to sit in the dashboard waiting for results. When an audit finishes, Agent KITS emails the full report: KITS Score, pillar breakdown, and a PDF that can be forwarded straight to a team or client.

Agent KITS report email preview — Your score, straight to your inbox, with a PDF attached.

Agent KITS PDF report overview — Your score, straight to your inbox, with a PDF attached.

Getting Started Is a URL, Not a Meeting

The first step is intentionally simple: paste a domain, start an audit, and let the system crawl, score, and summarize what AI agents can see.

Agent KITS start audit screen — Paste your URL. That is the whole first step.

Agent KITS audit configuration screen — Paste your URL. That is the whole first step.

Agent KITS also confirms the domain before the audit goes deep: it resolves the brand, shows the logo when available, and captures the homepage so you can see the same site the crawler saw.

Agent KITS audited homepage screenshot beside the KITS Score — No guessing which site was audited: the captured homepage is right next to the score.

Agent KITS is built for ecommerce brand owners who want a direct answer on AI visibility, SEO and growth teams expanding beyond traditional search, and agencies running audits across multiple storefronts.

The Clock Is Already Running

AI shopping answers are forming habits. The brands that are easiest to read, verify, and compare have a better chance of being included when assistants summarize options for buyers. Improving your score early gives your products a better chance of becoming part of the answer before competitors become the default reference points.

Ready to see your score? Run your first audit and find out where your brand stands before your competitors do.