Implementation BlueprintExecution layer

Scoopkit AI News Digest Retainer Build (5-7 days)

Agencies build a branded, deduplicated AI news digest for a client by wiring Scoopkit's REST API, webhooks, and 10-category/57-subcategory taxonomy into an automated delivery pipeline. The retainer covers setup plus ongoing curation and taxonomy tuning. Time: 5-7 days.

By InnovaAI ResearchPublished

Trend Signal Monitoring

How do you implement it?

Blueprint

Scoopkit AI News Digest Retainer Build (5-7 days)

Agencies build a branded, deduplicated AI news digest for a client by wiring Scoopkit's REST API, webhooks, and 10-category/57-subcategory taxonomy into an automated delivery pipeline. The retainer covers setup plus ongoing curation and taxonomy tuning.

Prerequisites
  • Client has an audience or internal team that needs recurring AI-industry signal, not general news
  • Magic-link API key requested via scoopkit.dev and confirmed working against the X-Api-Key header on api.scoopkit.dev/openapi.json
  • Delivery target chosen: email digest, CMS, or Notion workspace, with write access provisioned
  • Agreed category and entity filter list so the 10-category/57-subcategory taxonomy maps to the client's beat
  • Scoopkit plan sized to request volume: Free at $0/month for 100 req/day, or Pro at $49/month for 10k req/day and 12-month archive
Execution Timeline
  • 1.Request magic-link key and validate X-Api-Key against the OpenAPI spec at api.scoopkit.dev/openapi.json
  • 2.Run test queries on structured event records (event_id, headline, primary_category, article_count, reported_at) to confirm clustering quality
  • 3.Document which of the 10 categories and 57 subcategories match the client's coverage area
  • 1.Map client's target entities and topics to Scoopkit search and filter parameters
  • 2.Decide delivery mode: REST polling, the official CLI via npx scoopkit, or the MCP server for agent workflows
  • 3.Draft the digest template with fields pulled from the event record
  • 1.Build the automated daily digest pipeline that pulls deduplicated events into the branded template
  • 2.Configure webhook trigger to push curated event records to the client's CMS or Notion workspace
  • 3.Set article_count threshold so only events with meaningful coverage surface in the digest
  • 1.Run a full end-to-end test across a 24-hour window of Scoopkit events
  • 2.Verify deduplication is collapsing near-duplicate headlines into single event records as expected
  • 3.Tune category filters to remove noise from the client's digest
  • 1.Write the handoff guide covering filtering taxonomy, webhook management, and archive access
  • 2.Train client staff on adjusting category filters and reading the event record structure
  • 3.Confirm archive retention matches the plan: 45-day on Free, 12-month on Pro
  • 1.Monitor first live digest cycle and fix any delivery or formatting issues
  • 2.Set up a weekly review cadence for taxonomy tuning as the client's beat shifts
  • 3.Document escalation path for API or webhook failures
  • 1.Deliver final digest configuration and handoff documentation
  • 2.Agree retainer scope: ongoing curation, taxonomy tuning, and monthly signal review
  • 3.Confirm request volume stays within plan limits or flag upgrade to Enterprise for custom limits and archive
$0/month on Free (100 req/day, 45-day archive) for a single low-volume client, or $49/month on Pro (10k req/day, 12-month archive) for a small-to-medium client base. Enterprise pricing requires contacting sales for a custom quote.5-7 days
ROI Logic

Agencies charge $2,500 or more for the setup sprint while Scoopkit costs $49/month on Pro, so the tool is a rounding error against the retainer. The margin comes from curation and taxonomy tuning, not the API itself, since the client is paying for a filtered signal feed rather than raw access. At 10k requests/day on Pro, one subscription can support several client digests before an upgrade is needed.

Deliverables
  • Configured Scoopkit API connection with client-specific category and entity filters
  • Automated daily email digest template populated from deduplicated event records
  • Webhook integration pushing curated events to the client's CMS or Notion workspace
  • Handoff guide covering the 10-category/57-subcategory taxonomy, filter tuning, and webhook management
  • Monthly signal review report summarizing event volume and category distribution
Definition of Done

The client receives a daily digest of deduplicated AI-industry events, filtered to their beat, with webhook delivery confirmed and taxonomy tuning documented for ongoing retainer work.

Open the Scoopkit courseScoopkit decision recordBrowse the Academy

More on Scoopkit

More for Trend Signal Monitoring