Technical scope: Enterprise uses the current 8 vendor-hosted API endpoints unless the quote says otherwise. Exact model IDs, prompts, timestamps, raw JSON, data-control status, languages, cadence, and datapoint count are disclosed per run and confirmed in the quote.
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One-time audit for baseline review, issue checks, procurement evidence, or board reporting.
One-time scope; quoted after review.
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Enterprise Audit followed by recurring checks on trends, competitors, and agent-ready work.
No recurring billing without explicit approval.
Add-on
Full enterprise combination for teams that need planning, not only measurement.
Improvement planning is not sold as a public standalone product.
| Layer | Included in Monitor? | What changes with Monthly Improvement Plan |
|---|---|---|
| Findings and priority actions | Yes. Monitor reports include evidence-backed findings and next actions. | Actions become a 30-day plan with owners, order, and review criteria. |
| Agent task records | Yes. Monitor includes an action backlog and verification plan. | The backlog becomes work packages for agents and human approvers. |
| Strategy review | Light monthly narrative. | A focused memo explains what to change, avoid, and re-check. |
| Outcome promise | No ranking, traffic, revenue, or answer-share guarantee. | Same boundary. The add-on improves planning depth only. |
| Need | Snapshot | Enterprise Monitor |
|---|---|---|
| Buying question | What is true right now? | What changed, why, and what should happen next? |
| Cadence | One point-in-time baseline. | Monthly full audit by default; weekly incident/watchlist pulse checks can be added after scope review. |
| Scope | 5 customer-chosen questions across 8 endpoints. | Scoped prompts across markets, languages, competitors, buyer intents, and risks. |
| Human deliverables | Core report and evidence files. | Executive report, trend notes, risk register, action review, and optional strategy review. |
| Agent deliverables | AI-readable brief and raw-data index. | Manifest, action backlog, evidence map, verification plan, memory delta, and task records. |
The core recurring run for leadership, marketing, SEO, content, PR, product, and AI teams.
A smaller watchlist run between full audits.
A review layer that turns output into decision-ready work.
| Recipient | Deliverable | Purpose |
|---|---|---|
| Leadership | enterprise-monthly-report.pdf | Trends, risks, competitor movement, citation shifts, and priorities. |
| SEO / content / PR / product | ai-readable-brief.md and action review | Findings with stable finding, evidence, and action IDs. |
| AI agent | agent-bundle/manifest.json | Machine-readable entry point for files, scope, run type, evidence, tasks, and rules. |
| AI agent | agent-action-backlog.json | Prioritized task records with owner hints, risk level, approval needs, due window, and evidence IDs. |
| AI agent | verification-plan.json | Raw JSON files to check before action, plus uncertainty to keep visible. |
| Audit / legal / procurement | raw-data-index.md and raw JSON | Trace each claim to endpoint, prompt, time, model ID, and raw response. |
finding_id, evidence_id, and action_id.approval_required: true.The public sample is sanitized and fictional. It shows the shape of a recurring enterprise delivery, including agent files.