Features
Marketing attribution software
Attribution often begins too late, after work has been separated from the decisions and destinations that produced it. An action record gives later evidence a concrete object to attach to.
What Marketing attribution software should do
The software should distinguish creation from shipment, record the live destination or recipient event, and connect observable outcomes such as replies, placements, citations, and qualified visits. It should label inference clearly when direct evidence is unavailable.
A practical workflow
- Create an action from a named gap or contact state.
- Record approvals, publication IDs, URLs, message IDs, and timestamps.
- Capture replies, placements, citations, and later scans where available.
- Associate results with the shipped action and preserve the sequence.
- Review contribution alongside external analytics and pipeline data.
Where the automation needs a boundary
Do not label correlation as causation or fabricate pipeline values. Multi-touch buying journeys rarely support perfect credit. Keep first-party analytics and CRM outcomes as source data when deeper revenue attribution is needed.
How to evaluate the software
| Check | A useful standard |
|---|---|
| Action identity | Every shipped item has a durable record. |
| Observable events | Replies, URLs, placements, and citations attach directly. |
| Time order | The system preserves what happened before and after. |
| Claim discipline | Attributed, influenced, and observed are kept distinct. |
What to measure
Use direct outcomes where possible, then report influenced results with clear definitions. Track work shipped, qualified replies, live placements, new citations, relevant visits, signups, and known pipeline events without forcing a single-touch story.
Frequently asked questions
- Does Haystack replace product analytics or a CRM?
- No. Haystack records marketing work and nearby outcomes. Use product analytics and CRM data for deeper customer and revenue truth, then connect those signals carefully.
- Can the work require approval?
- Yes. Haystack keeps consequential publishing and sending actions behind the approval or autonomy rule chosen for that job.
- Which channels can Haystack act through?
- Haystack can publish approved pages to Webflow, send approved outreach and nurture through Gmail, and publish approved LinkedIn posts.