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// market intelligence

An agent that watches the market while you run the store.

The Market Expert tracks your competitors — public catalog crawls, product matching, price monitoring, ad spy — and scans news, social trends, and search demand on a cycle, publishing credibility-scored signals and geo-expansion plans. The other agents subscribe: a demand spike can raise a budget check in the Campaign Agent before you've read the morning news.

Competitor + market lanes Credibility-scored sources Cross-agent signals
app.magistry.io/dashboard/market-intel
Market signalsmarket_expert
Linen demand spike — EU
news + search · credibility 0.81 · expires 12d
→ campaign: budget headroom check
Niche cooling — phone grips
social velocity −38% · credibility 0.74
→ researcher: refresh candidates
Geo window — Nordics
demand + logistics fit · credibility 0.68
→ operator: expansion brief drafted

// competitor intelligence

Know their catalog like your own.

Competitor intelligence starts with their storefronts, not their press. Tracked competitor Shopify stores are crawled, matched to your products, and monitored for price and ad moves — with new competitors auto-discovered through shared supplier photos.

Tracked competitor stores

Add the competitor Shopify stores you care about and Magistry crawls their public catalogs on a cycle — new products, delistings, and assortment shifts, without you opening a tab.

Auto-discovery

Competitors you don't know about yet surface themselves: stores selling from the same supplier photos as your catalog are discovered and proposed for tracking automatically.

Product matching + price monitoring

Their listings are matched to your products, so price moves land as per-product signals — undercut alerts on the SKUs where it actually costs you sales.

Ad spy

What your tracked competitors are running in paid — creatives, angles, offers — read alongside their catalog moves, so you see the campaign behind the price change.

// signal lanes

Three lanes, one synthesis.

Raw feeds are noise. The Market Expert synthesizes lanes into market signals with a confidence score, an expiry, and a credibility-weighted source trail — so a signal is something you can act on, not another tab to read.

News & events

Global news and event coverage — including the GDELT event stream — scanned for category-moving stories: a heatwave, a regulation, a viral moment, mapped to the niches you actually sell in.

Social & search demand

Social-trend velocity and search-demand curves, read together. A spike on one lane is noise; the same spike on two lanes is a signal worth acting on.

Credibility scoring

Every signal source carries a rolling accuracy score — sources that called past demand correctly weigh more, sources that cried wolf get discounted automatically.

// what comes out

Intelligence the rest of the fleet acts on.

Market signals don't sit in a report. They land in the cross-agent signal bus, where the Campaign Agent, Catalog Agent, and Researcher pick them up — each within its own guardrails.

Geo-expansion plans

Which market your assortment travels to next, grounded in demand, logistics, and competitive density — not a hunch about 'trying Germany'.

Niche refreshes

When a niche cools, the Market Expert flags it with the evidence and proposes where the demand moved — feeding the Researcher's candidate queue.

Counterfactual tracking closes the loop: signals the operator ignored are scored against what actually happened, so the Market Expert's credibility is measured — not assumed.

// get started

Read the market without reading the news.

Turn on the Market Expert and let credibility-scored signals reach the agents that can act on them.

Free plan · No credit card · Starts in dry-run