Feeds

Feeds is where your enriched product data leaves Rezolve Ai for the channels that read a feed or a listing: Google Merchant Center, Microsoft, AI shopping assistants and Amazon. Open Feeds in the sidebar, under Workflow. Every kind of project has it.

The Feeds page

The page opens on a set of cards. Each one leads to its own area, and Back to Feeds returns you here.

The Amazon card appears when Amazon is available on your workspace, or when a Seller account is already connected.

Product feed enrichment

Enrichment fills gaps in a product feed (missing attributes, categories, images) and keeps the feed current as products change. Each feed in the project has its own settings, schedule and run history. Choose the feed at the top of the page.

If the page says No feeds in this project yet, add a product feed first. See Data sources.

First-time setup

The first time you open a feed, a short setup runs in four steps:

1. Fields. Choose which fields to enrich. The step shows how many products in a sample of the feed are missing each field, so you can see where enrichment helps most.
2. AI options. Choose how far enrichment may go:
   • Use vision: look at product images to extract colour, material, brand, gender and size.
   • Search the web for missing images: for products without imagery.
   • MPN / GTIN lookup: use manufacturer part numbers to fetch attribute specifications.
   • Fill specialist attributes: after the main run, fill what was left blank with category detail, such as fit and occasion for fashion or allergens for food. Every value is a suggestion you approve, and nothing you already have is changed.
   • Overwrite existing values: when off, only empty fields are filled.
3. Schedule. Pick how often it runs and how much is automatic.
4. Review. Check the summary and choose Finish setup.

Skip setup takes you straight to the dashboard with the default settings. You can change everything later.

The enrichment dashboard

After setup, the feed shows a dashboard. The bar at the top shows whether enrichment is on, the Next run, the Last run and the last 7 days of activity, with Run now and Save changes. Changes to the Signals, Automation, Schedule and Recipe cards take effect when you choose Save changes. The Sources and Delivery cards have their own controls.

A schedule only fires while Automation is on. With Automation Off, the Schedule card says so.

Autopilot

Autopilot keeps new and changed products enriched without you starting each run. It does not invent new settings. It replays the settings from a run you already approved: the same content types, brand voice, strategy and feed recipe. Those settings are shown on the Signals card.

To set it up:

1. Run Product Optimization once and check the output in Review.
2. On the Signals card choose Bring in settings and pick that run or a saved setup.
3. Choose Save changes.

Run now stays unavailable until Signals has settings to replay, and it always uses the saved settings, so save first.

Two controls under When output is good enough decide how much Autopilot does alone. Both are off to begin with:

• Approve automatically above a quality score. Every automated item is scored for content quality, SEO, readability and brand voice. Items above your bar are approved automatically. Everything below it waits for you in Review. While this is off, everything Autopilot writes waits for you in Review.
• Rewrite products you have already approved. While this is off, an approved product is never regenerated, even when its source data changes.

Sources

The Sources card keeps a feed current without uploading a file each time. There are two ways:

• Feed URL. Enter the address of a CSV, TSV, XML or JSON file, choose how often to check it, and choose Save source. Check now fetches it straight away. The feed is only re-imported when its contents have changed.
• Push changes to us. Choose Create secret to get an address your own platform can send changed products to. Copy the secret when it is shown, because it is not shown again. Replace secret issues a new one, and Stop accepting pushes turns the address off. Your developer will find the details in the Feeds API guide.

Delivery and the hosted feed URL

A hosted feed URL is a permanent address a channel fetches on its own schedule, so you register it once and never upload a file again.

1. On the Delivery card, tick Publish this feed to a URL.
2. Tick each channel you want. A URL appears beside it.
3. Choose Copy and paste the URL into the channel.

Only content you have approved is served, and the feed refreshes by itself when you approve more. Anyone with the link can read it, the same as any feed a channel fetches.

Issue new URLs replaces every address. Use it if a link is shared by mistake.

The same delivery can be switched on from Settings, Data Management: open Hosted feed URLs on a feed, choose the channels under Publish to, and choose Turn delivery on.

Google product category

When Google product category is one of the fields you enrich, Rezolve Ai sets it only where it can be sure: from a valid category already on the product, from your Shopify standard product category, or from a product type that matches one of Google's category paths. A few categories that Google asks merchants to set explicitly, such as spirits, are also recognised from the product itself. Where none of these gives a certain answer the field is left empty, so Google assigns a category from the title, description, brand and GTIN. A wrong category does more harm than an empty one.

Google Merchant Center

Connect an account

1. On the Feeds page choose Open Merchant Center.
2. Choose Connect Merchant Center.
3. Sign in with Google and approve access.

Each connected account appears as a card with its type, country, language and last sync. Select one to open it. If the project has more than one account, a menu at the top switches between them.

Pull, enhance, push

The Overview tab has three buttons:

• Pull from Merchant Center brings every product in the account into Rezolve Ai.
• Push enhanced products sends approved enhancements back to Merchant Center.
• Pull, enhance, push does both in one go.

Below them, four figures show Products linked, Pending push, Open issues and the Last result.

To have products pulled again whenever their status changes in Merchant Center, open the Settings tab and choose Subscribe to product status changes.

On the Products tab, tick products and choose Push selected to send only those. Open a product to see its details, its Google category, any issues with Merchant Center's own guidance, and what Google receives for it.

Tabs

Disconnecting stops syncing the account but keeps the products already stored. You can reconnect at any time.

Conversational content

The Conversational tab covers everything Google's AI shopping surfaces can answer from: questions and answers, highlights, product details, related products, documents and more. It is filled from content you have approved, your catalogue and entries you write. It never affects product approval.

The content map. Each attribute (Questions and answers, Highlights, Product details, Related products, Documents, Item group title, Variant options and Popularity rank) lists its sources in order. Sources run top to bottom, and when a Google limit is reached, lower sources are left out first. Your own entries always come first. You can preview the map against one product before saving. Choose Save content map to keep your changes: the next feed build and push use it. Changing the map needs edit rights on the project.

Filling gaps. Where products are missing questions and answers or IRL scenario cards, choose Fill gaps with AI. The dialog shows an estimate of the credits before you start. Everything goes to Review first, and nothing reaches Google until you approve it.

Delivery. Every path runs the same content map, so they all carry the same values:

Amazon

Connect a Seller account

On the Feeds page choose Open Amazon, then Connect Amazon. Once connected, the account appears with its marketplace and when it was last synced. Sync now imports its listings and refreshes them later, and Open shows the connection.

What a connection shows

Sales, traffic and search figures arrive from Amazon's own reports, so those tabs stay empty until the connection can read them.

On Listings, a listing page or Competitors, Generate writes new listing content. It uses credits, and the result is saved as a draft for review. It is not sent to Amazon.

Sending content back to Amazon

The Send to Amazon panel on Overview sends approved listing content only. Anything still waiting for review stays where it is.

1. Check the three figures: Ready to send, Waiting for review and Held back. A listing is held back when there is nothing approved to write, when it is already up to date, or when Amazon's listing rules or schema would reject it.
2. Choose the send button. It carries the number ready, for example "Send 12 to Amazon".
3. Choose Confirm. This updates live Amazon listings.

Download listings feed gives you the same document Amazon receives, so you can upload it in Seller Central yourself.

To send content without this step, open Settings and tick Send approved content to Amazon automatically. Approved listing content is then sent as soon as it is approved. Nothing unapproved is ever sent.

How approved content reaches a feed

Nothing reaches a feed or a channel until you approve it in Review. Feed fields are reviewed on Review's Product feed tab. From there, approved content travels by one of these routes:

A store connected through the Shopify app or the WordPress plugin does not need a feed for its own product pages. Approved content reaches those pages through the app or plugin. See Sync.

Credits

Enrichment runs use credits, and vision and image search cost more than text alone. Fill gaps with AI and Amazon's Generate also use credits. See Credits.

Quick links

• Go to Feeds
• Review and Approval
• Data sources
• Feeds API guide