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Local Context Ingestion Agent

Ingests per-location external signal — events, news, demographics, weather, competitive density — and emits the canonical local-context feed.

Hire the agent that stops the per-location research tax. Reads Meetup, Eventbrite, NewsAPI, Google News, Census, ESRI, and Google Trends per market; normalizes across sources; and emits change events so local-content, page-generator, and downstream publishing agents render neighborhood-aware output at 50-500-location scale without brand-manager FTE labor researching each market manually.

Minimum term
6 months
Context tuning
10 days · included

How pricing works

Pricing is scoped to your operation in a 30-minute consultation — how many locations, which integrations, what context tuning we do at onboarding. After the call you receive a private checkout link with a fixed monthly number.

Two paths to running this agent

Self-host with the free deployment guide and run your own instance, or rent the hosted agent and skip the build entirely. The skill library is the same either way — the rental ships with hosting, maintenance, and context-tuning included.

DIY

Self-host with the deployment guide

Free walkthrough of how to deploy the local context agent on your own infrastructure. You bring the engineering time and the integrations. You own every artifact end-to-end.

Effort
Yours
Time
Self-paced
Cost
Free
Guide coming soon

DFY — rental

Rent the hosted agent

We host the runtime, maintain the skill library, and tune the agent to your context at onboarding. You pay a monthly fee. No bespoke customization — new skills go through the shared backlog.

Effort
Ours
Onboarding
10 days
Cost
Scoped on call

What this agent owns

The per-location external-signal feed every content-producing agent consumes when generating neighborhood-aware output. Ingests events, local news, demographics, hyper-local search trends, and competitive density per location; normalizes per-source schemas; emits change events. Hands off context snapshots to local-content (primary), per-location-page-generator (FAQ + freshness), and future email + social agents.

Install it where your team already works

The agent listens for inbound requests from any of these surfaces and acts inside its skill boundary.

  • Slack
  • Microsoft Teams
  • Email
  • Webhooks
  • REST API
  • Google Business Profile API
  • Google Sheets
  • Notion

Example asks

  • Hourly scheduled sweep for events + news; daily for demographics + competitive; weekly for trends
  • Webhook on configured source — real-time for breaking news + new events
  • "@context what's happening in Austin this weekend that we should tie content to?" (Slack)
  • Downstream agent request when local-content is about to draft a post

Skill library

Every skill in the rental package. Status reflects current development state — early-adopter subscribers influence which backlog skills move into development next.

In development

  • Per-location event ingestion

    Ingests events from Meetup API, Eventbrite API, city event feeds, and chamber-of-commerce sites with per-location geo-targeting.

    In development
  • Per-location news ingestion

    Ingests news from NewsAPI, Google News API, and local newspaper RSS feeds with per-market geographic targeting.

    In development
  • Per-location demographics ingestion

    Reads Census API, ESRI demographic data, and local-government open datasets to attach demographic context to each location.

    In development
  • Hyper-local search-trend extraction

    Pulls Google Trends by metro DMA plus geo-modified search-volume queries to surface trending intent per location.

    In development
  • Competitive density mapping

    Maps per-location proximity counts of named competitors so content agents know when to lean into differentiation.

    In development
  • Change-event emission

    Emits webhooks downstream when new events appear, news breaks, or trends shift, so consuming agents can re-render.

    In development

Backlog — subscribers prioritize one at a time

These skills are mapped from the 248-loop SKU research backlog. We build one at a time, in sequence, with active subscribers voting on which goes next. One skill per quarter is included in the base rental; subscribers can request more through a separate skill-accelerator add-on.

  • Weather + seasonality patterns

    Pulls NOAA + climate APIs per location to surface seasonal patterns and weather signals worth tying content to.

    Backlog · subscriber-prioritized

Suggest a skill

The backlog is open-ended. If the skill you need is not on this list, propose it during onboarding or anytime through your subscriber Slack — every active subscriber gets a vote on what moves into development next.

What is and is not in the rental

Included

  • Hosted agent runtime + integrations
  • 10-day context tuning at onboarding (brand spec, master record, integration credentials, autonomy profile)
  • Maintained skill library — every skill listed above
  • 2 new skill from the shared backlog per quarter
  • Weekly + monthly usage reporting
  • Subscriber Slack for priority + escalation
  • Every artifact the agent produces is yours to keep

Not included

  • Bespoke skill development outside the shared backlog
  • Custom integrations beyond the listed surfaces
  • Strategy / executive layer — handled by the Fractional CMO engagement
  • Whole-stack orchestration of multiple agents — handled by the Setup Sprint or Fractional CMO
  • Initial build of the productized capability — see /implementations for the one-time setup engagement

Adjacent agents in the swarm

Local context works cleanly alongside these agents. Subscribe to multiple to operate the full swarm; subscribe to one to start with the tightest pain point.

  • Local Content Agent

    Drafts neighborhood-aware FAQs, event tie-ins, and blog posts that capture long-tail local search.

    Min 6-month term · context tuning included at onboarding

  • Master Record Canonicalization Agent

    Ingests every operator source system, resolves per-location fact conflicts, and emits the canonical master record downstream agents consume.

    Min 6-month term · context tuning included at onboarding

  • Per-Location Page Generator Agent

    Produces canonical location + service pages with schema.org markup, distinctness gating, and master-record sync.

    Min 6-month term · context tuning included at onboarding

Request a consultation to hire the local context agent.

Thirty minutes. We scope your operation — locations, integrations, compliance shape, where the agent runs first — and follow up with a fixed monthly number and a private checkout link. Skill library is still in development; first subscribers shape the backlog.

Free — before you talk to anyone

The Scope and Sequence Sheet

Get the deliverable list for this engagement in writing — every artifact, the week it lands, and exactly what you own at the end.

  • The full deliverable list: code, prompts, configs, playbooks, vendor selections, and training material — all of it yours.
  • The week-by-week timeline, with the checkpoint that ends each phase.
  • The scoping questions worth answering before any call, so the first conversation starts at the real problem.

Opens on this page immediately. No attachment, no waiting on an email.