The tools behind the agent.

What the catalog covers, in one call.

Where the data is solid and where it is thin, before you spend.

Every retailer and storefront on the shelf we crawl.

Find a brand’s canonical name before you ask about it.

Walk the category tree down to your product type.

Your wallet addresses, and how to fund them for paid calls.

How crowded each price tier is, and who sits in yours.

Where a brand’s price lands against its competitors.

How far prices swing across retailers in a category.

Who is on deal, how often, and how deep.

Which brands hold the listings in a category.

The lowest current price for a product, and where.

How a product’s price has moved over time.

Whether a product’s price just dropped.

The deepest current discounts in a category.

How fast prices are rising in a category.

The brands you compete with, and how they are priced.

A brand’s pricing and positioning over time.

What a brand actually sells, category by category.

Everything about one brand: its product types and categories, the retailers that carry it, and whether it sells direct only or in stores too.

Which retail chains carry a brand or a category.

How one retailer’s prices compare to the rest.

A category’s size, price range and top brands.

Whether a few brands own the category or it is open.

How often products are out of stock, by retailer or category.

Each brand’s share of the conversation on TikTok and Instagram.

The creators driving the conversation in a category.

Mentions and views over time, week by week.

Brands whose attention outruns, or trails, their shelf.

Which subcategories own a category’s conversation.

What people keep bringing up about a category.

Which kinds of product people are talking about, not which brands.

Brands rising or falling in the conversation.

New arrivals on the shelf, against the buzz around their brand.

The biggest price movers over 7, 30 or 90 days.

What a product is, however each retailer shelves it (GS1 GPC).

The retailer shelves a product type maps onto.

The attributes GS1 defines for a product type.

Recent posts and comments about a brand or topic, with scores and the top replies.

Real posts mentioning a brand or topic, with the creator, caption and engagement on each.

Fresh, dated articles and pages on a brand or topic, each with a summary (Exa, via StableEnrich).

The top and rising Google searches around a brand or a category keyword.

What a brand’s own site is pushing right now: products, prices and claims.

Finds competitors, checks a brand exists, scans a category. Several searches run at once.

One page in full, for checking a candidate brand’s homepage or product page.

Buys one outside data endpoint when a question needs it: weather, foot traffic, demographics. Priced by its provider.

The TikTok and Instagram posts, comments and transcripts behind the social tools, collected through Apify.

Sends the message you approved, from your own email, through AgentMail.

Funding rounds, and the investors on each deal (via Orthogonal).

A category buyer’s verified contact, bought for one question.

Who actually follows a creator, before you send samples.