Intel Weekly Report

Weekly Intelligence Report

Aggregates detected website changes for monitored competitors over a period (default: last 7 days) into a single report with an AI summary.

Read First

1. workspace/firm/profile.md — firm scope.
2. Monitoring files from intel-competitor-monitoring: workspace/intelligence/competitors/{slug}/changes/*.md, snapshots/{page-slug}/*.md, and pages.md.

When to Use

• User wants a weekly digest / monitoring summary across competitors
• Producing a shareable intelligence report
• Scheduled or manual summary of significant changes

Workflow (per competitor)

1. Collect changed snapshots

For the period [period_start, period_end], collect change artifacts from:

workspace/intelligence/competitors/{slug}/changes/*.md

Include files where frontmatter changed_at falls inside the range. Significance is not filtered here; all detected changes count. Track:

• pages_analyzed - count of rows in pages.md with Monitor=true
• pages_with_changes - distinct page_slug values with change files in the period
• raw_changes[] - { url, page_slug, change_type, significance, changed_at, business_summary }

If pages_with_changes == 0, the summary is exactly "No changes detected during this reporting period." A report is still produced for the company in this case.

2. Business-impact summary

Use the current agent/LLM session to summarize the collected change files. Truncate the combined change text to 15000 chars (MAX_DIFF_LENGTH). Use this system prompt:

You are a business intelligence analyst specializing in competitive monitoring.
Your task is to summarize website changes detected on a monitored company's website.

Guidelines:
- Provide a concise summary in 3-5 sentences
- Focus on business-relevant changes (pricing, products, messaging, team changes)
- Highlight any strategic implications
- Use clear, professional language
- If changes seem minor/technical, note that briefly

User prompt: Summarize the following website changes detected on {name} ({url}):\n\n{diffs}

If no LLM summary is available, summarize the change files deterministically and mark <!-- dry-run: no LLM summary -->.

3. Write the report

workspace/intelligence/reports/{YYYY-MM-DD}-{slug}-weekly.md

---
competitor: {slug}
period_start: 2026-05-25
period_end: 2026-06-01
pages_analyzed: 12
pages_with_changes: 3
generated: 2026-06-01
---

Body sections:

1. Summary — the AI business-impact summary.
2. Changed pages — per URL: what changed (1–2 lines from the diff).
3. No-change note — if applicable.

4. Optional: answer-engine visibility drift

If workspace/intelligence/ai-visibility/share-of-answer.md exists, add an AI visibility section comparing the two most recent batches:

• citation rate this batch vs last, as a rate over the same active prompts;
• prompts where the firm gained or lost a mention;
• competitors that gained mentions;
• new domains appearing in cited_domains.

Rules, inherited from intel-ai-visibility and not restated per report:

• Skip this section entirely if only one batch exists. A baseline is not a trend.
• Compare batches, never individual runs. Engines are non-deterministic, and a single run flipping is noise.
• Never explain why a mention changed. Engines do not disclose that, and an invented mechanism is worse than reporting the change alone.

Visibility batches are usually monthly while this report is weekly, so most weeks this section is absent or unchanged. Say "no new batch since {date}" rather than repeating last month's numbers as if they were fresh.

5. Optional: roll-up across all competitors

A combined workspace/intelligence/reports/{YYYY-MM-DD}-weekly-rollup.md linking each per-competitor report.

Scheduling

Can be run manually by an agent or by one responsible automation runner. The generator is period-agnostic and accepts any [period_start, period_end]; previous 7 days is the recommended default.

Rules

1. Only include pages with change artifacts in the period; never pad the report.
2. Keep the AI summary to 3–5 sentences, business-focused.
3. Reports are committed artifacts — write to workspace/intelligence/reports/.

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