AI visibility
An answer engine reads you, and names you
ChatGPT, Gemini and Google's AI Overviews decide who to recommend, and today you have no way to measure where you stand. Enterspeed gives them product facts that match your pages.
Traffic, Core Web Vitals and indexation all have a number today. AI citation does not, and almost nobody measures it, so the first step is baselining how often an answer engine names you, per market, against a fixed set of prompts.
The machine-readable version of your catalogue is composed from the same source as your pages, so what an answer engine reads is what a visitor sees.
Before
After
An illustration of what being readable looks like, not a promised result. An example, not a customer record.
How it works
One product truth, machine-readable
Enterspeed Core is an AI data orchestration platform that composes complete, market-specific product facts and makes them available to crawlers, search results and answer engines with the same truth your pages carry.
- 1
Compose
Core reads your PIM, ERP and supplier systems and composes one market-specific product truth.
- 2
Project
The markup is built from the same representation as the page, so the page, the feed and the structured data cannot disagree. Price, availability, rating, shipping and returns, per market.
- 3
Govern
Claims are held with their source, and what is no longer true is recorded as such, so a discontinued product stops being findable. Speedtrain checks factual grounding, forbidden terms and regulated language before anything publishes.
- 4
Serve
Agent Context lets an agent discover what exists, query it and fetch a document, with no HTML to parse, and a stated policy for what you sell, where, and what an agent may do.
Your PIM, ERP and supplier systems keep their jobs. Core reads from them rather than replacing them, and the product truth is composed once and served everywhere a machine needs to read it.
What your team keeps
Your team still approves it
Your SEO team decides what gets indexed and in what order, and your content team writes the brand voice. Speedtrain prepares the product facts and the market-specific claims, and a person approves before anything publishes.
The facts come from your PIM, your ERP, supplier specifications and market regulations, composed into one product truth. The structured data in a page comes from the same place, so your search result says what a visitor sees.
- Baseline how often ChatGPT and Gemini cite your brand rather than competitors, per market
- Show a price and stock status in the search result instead of a blue link
- Stop an assistant describing a product you discontinued last season
Scope
Product facts here, checkout stays yours
Enterspeed Core owns the composed product truth that any visitor or agent may read. Your commerce platform owns customer identity and the transaction.
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Enterspeed Core
The public product truth
Catalogue data, availability per market, and the claims an answer engine or an on-site assistant needs in order to describe what you sell accurately, with an explicit statement of what is unknown.
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Your commerce platform
Everything behind authentication
Checkout, payments, accounts, order history and wishlists. The entitled price for a session comes from there too, so an assistant cannot answer account questions it has no business answering.
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Your policy
Who may read what
Agent Trust Manifest states what external agents may read and do, per market. Agent Access Log records who fetched what, so absence is diagnosable: when a product is missing from an AI overview you can tell whether the agent read it at all.
