Agent for hire · All agents
Offline Attribution Intelligence Agent
Surface-as-foundation hybrid — answers which marketing dollar generated which revenue dollar at which store.
Hire the agent that closes the offline-online attribution gap. 70-90% of revenue at a multi-location operator happens offline at the store; marketing platforms see only the online click. This agent unifies call-tracking, foot-traffic, POS, and online-touchpoint signals into a per-location attribution graph with identity resolution across phone, device, loyalty, geofence, and payment-card hash. Both an external-facing surface buyers query directly AND a canonical unified-attribution-stream that downstream agents consume.
- 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 offline attribution 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
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 unified per-location attribution graph. Wraps CallRail / Invoca / CallTrackingMetrics for calls, Foursquare / Placer.ai / SafeGraph for foot traffic, Square / Toast / Lightspeed / Clover / Shopify POS for receipts, and Google Ads / Meta / TikTok / GBP / GA4 for online-touchpoint data. Owns identity resolution, per-location attribution models (last-touch + position-based + data-driven with confidence intervals), and per-location ROAS / ROI calculation with significance gating. Produces the unified-attribution-stream consumed by lost-call-recovery, benchmarking, and anomaly-detection.
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
- Webhooks
- REST API
- Shopify
- Google Sheets
Example asks
- "@attrib what's the ROAS on the Denver paid-search campaign last 30 days?" (Slack)
- Real-time webhook on every offline touchpoint (call answered, visit detected, purchase made)
- Scheduled daily per-location attribution rollup with confidence intervals
- Downstream agent request from lost-call-recovery / benchmarking / anomaly-detection
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
- In development
Wraps CallRail / Invoca / CallTrackingMetrics; ingests per-location call data with caller-side identity resolution.
- In development
Adapters for Foursquare / Placer.ai / SafeGraph; ingests visit-event data per location with device-ID matching.
- In development
Ingests receipt-level data from Square / Toast / Lightspeed / Clover / Shopify POS for revenue-side attribution.
- In development
Cross-touchpoint identity resolution
Matches click → call → visit → receipt via phone, device ID, loyalty member ID, geofence event, and payment-card hash.
- In development
Per-location attribution models
Runs last-touch + position-based + data-driven attribution per location with confidence intervals and significance gating.
- In development
Reads the operator's master record (addresses, hours, services, manager bios, license status) and triggers downstream actions on change.
DIY walkthrough: /howto/how-to-write-a-master-record-for-multi-location-operations
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.
- Backlog · subscriber-prioritized
MMM layer for per-channel-per-location budget allocation suggestions + counterfactual scenario analysis.
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
Offline attribution works cleanly alongside these agents. Subscribe to multiple to operate the full swarm; subscribe to one to start with the tightest pain point.
Lost-Call Recovery Agent
Missed call → 30-second auto-text → callback link → CRM record — across every location, with a recovery-rate dashboard.
Min 6-month term · context tuning included at onboarding
Per-Location Performance Benchmarking Agent
Compares every location to its peer cohort on the metrics that move budget — at 2σ thresholds with root-cause attribution.
Min 6-month term · context tuning included at onboarding
Anomaly Detection + Alerting Agent
Cross-cutting consumer that subscribes to every agent stream + operator-side signal and surfaces correlated anomalies across the fleet.
Min 6-month term · context tuning included at onboarding
Book a consultation to hire offline attribution.
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.