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E-commerce

Unmet Demand Signal Digest

A weekly digest of what customers ask for that your catalog does not answer — ranked by revenue opportunity, not vibes.

Best forEcommerceRetailServices
Agents10 required
Duration4-6 minutes to stage

Turns the signals customers already send into a ranked roadmap input. Each week it reads product-related support email, review content (including the asks buried in positive reviews), and on-site search terms where the store exposes them — stating its coverage per source so gaps are named, not skipped. Signals cluster into themes, split into answered-but-hidden versus genuinely unmet demand, and rank by revenue opportunity computed from real order values and volumes. Answer-content starters are drafted for themes the catalog already covers but customers cannot find. The digest dedupes against last week so nothing re-surfaces as news, and never writes to the store — it stages an email draft (plus optional Slack post and archive) for the owner to act on.

How it runs

Multi-agent orchestration — here's the flow, step by step.

01

Pull product-related inbound email from the window.

support scanner
01

Pull review content, including asks buried in positive reviews.

review compiler
01

Pull catalog scope and on-site search terms where the store exposes them; state coverage per source.

ecommerce scanner
02

Cluster signals into themes, separating answered-but-hidden from genuinely unmet demand.

data analyst
02

Rank themes by revenue opportunity grounded in real order values and volumes.

revenue analyst
03

Write per-theme briefs with evidence, catalog gaps, and verbatim quotes.

knowledge synthesizer
03

Draft answer-content starters for answered-but-hidden demand.

faq generator
03

Assemble the digest with top-ranked themes and the single highest-leverage move.

executive briefing writer
04

Finalize the digest structure and evidence appendix; dedupe against last week.

report formatter
04

Stage the email digest, post the Slack condensation, archive the full version, and return receipts.

distributor

Required Agents

10
  • support-scanner
  • review-compiler
  • ecommerce-scanner
  • data-analyst
  • revenue-analyst
  • knowledge-synthesizer
  • faq-generator
  • executive-briefing-writer
  • report-formatter
  • distributor

Connections

Required

gmailnotionshopifyslack

Optional

gmailshopifyslacknotion

What it does

  • Signals from support emails, reviews, and on-site search where available
  • Themes clustered and split into answered vs unmet demand
  • Ranked by revenue opportunity grounded in real order values
  • Evidence appendix: ask counts, quotes, search volumes
  • Answer-content starters for hard-to-find products
  • Deduped against last week so nothing re-surfaces as news
  • Coverage stated per source — gaps named, not skipped
  • Read-only on the store; digest staged for approval

Example prompt

Go through this week's support emails, reviews, and site searches, and tell me what customers keep asking for that we don't sell or make hard to find — ranked by the revenue it's leaving on the table.

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