aiwg
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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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Markdown
# Content Card
## Metadata
- **ID**: `CNT-{project}-{number}` (e.g., CNT-Q1LAUNCH-045)
- **Type**: Content Tracking Card
- **Status**: Draft | In-Progress | Review | Approved | Scheduled | Published | Archived
- **Owner**: Content Writer / Content Lead
- **Contributors**: Subject Matter Expert, SEO Specialist, Designer (if applicable)
- **Reviewers**: Content Manager, Brand Manager, Legal (if required)
- **Team**: Content Marketing
- **Stakeholders**: Campaign Manager, Demand Gen, Product Marketing
- **Created**: YYYY-MM-DD
- **Last Updated**: YYYY-MM-DD
- **Publish Date**: YYYY-MM-DD
- **Scheduled Date**: YYYY-MM-DD (if scheduled in advance)
- **Priority**: Critical | High | Medium | Low
- **Content Type**: Blog Post | Video | Podcast | Whitepaper | Ebook | Case Study | Infographic | Webinar | Social Post | Email
- **Related**:
- Campaign: `CAM-{id}`
- Strategy: `STR-{id}`
- SEO Research: `SEO-{id}`
- Assets: `AST-{id1}`, `AST-{id2}` (images, graphics, video)
- Social Promotion: `SOC-{id1}`, `SOC-{id2}`
- Reports: `RPT-{id}`
- Brand Guidelines: `BRD-{id}`
## Marketing-Specific Metadata
- **KPIs**: [Target metrics: page views, time on page, scroll depth, CTA clicks, conversions, social shares, etc.]
- **Budget**: $[amount] (if paid production - e.g., video, design, freelance writing)
- **Timeline**: draft [YYYY-MM-DD] / review [YYYY-MM-DD] / publish [YYYY-MM-DD] / promotion end [YYYY-MM-DD]
- **Channel**: [Primary channel: blog, YouTube, podcast, LinkedIn, email, gated landing page, etc.]
- **Distribution**: [How content will be distributed: organic, paid social, email, syndication, etc.]
- **Audience**: [Target segment/persona]
- **Brand Compliance**: Pending | Approved | Rejected | Exempt
- **Legal Review**: Pending | Approved | Conditional | Exempt (for claims, competitive comparisons, regulated content)
- **Performance**: [Actual metrics vs targets - populated post-publish]
## Content Overview
### Title and Description
**Working Title**: [Draft title for internal use]
**Final Title**: [Published title - optimize for SEO and audience appeal]
**Subtitle/Deck**: [Supporting headline or summary - if applicable]
**Meta Description**: [SEO meta description - 155-160 characters]
**Social Description**: [Social media share description - optimized for platforms]
### Content Brief
**Purpose**: [Why we're creating this content - business objective]
**Core Message**: [Primary takeaway or key point]
**Value to Audience**: [What the reader/viewer will learn or gain]
**Content Angle**: [Unique perspective or approach - what makes this different]
**Tone/Voice**: [Professional, casual, technical, inspiring, urgent - aligned with brand and audience]
**Content Format**: [Blog post, long-form article, video, podcast, infographic, interactive, etc.]
**Estimated Length/Duration**: [Word count for written, runtime for video/podcast]
## Target Audience
### Primary Audience
**Persona**: [Name/description of primary persona]
**Profile**:
- **Role/Title**: [Job title, seniority]
- **Pain Points**: [Specific challenges this content addresses]
- **Content Preferences**: [Preferred format, depth, tone]
- **Stage in Funnel**: Awareness | Consideration | Decision | Retention
**Audience Size**: [Estimated addressable audience]
**Persona Reference**: [Link to detailed persona: AUD-{id}]
### Secondary Audience
**Persona 2**: [Name/description]
- Priority: High | Medium | Low
- Relevance: [Why this audience also cares]
### Audience Intent
**Search Intent** (if SEO-driven): Informational | Navigational | Transactional | Commercial
**User Questions This Answers**:
1. [Question 1]
2. [Question 2]
3. [Question 3]
**Objections Addressed**:
1. [Objection or concern this content resolves]
2. [Objection or concern this content resolves]
## Content Strategy
### Campaign Context
**Parent Campaign**: [Link to campaign card: CAM-{id}]
**Campaign Role**: [How this content supports the campaign - awareness, nurture, conversion, etc.]
**Funnel Stage**: Top of Funnel | Middle of Funnel | Bottom of Funnel | Post-Purchase
**Content Series**: [If part of a series - e.g., "5-part thought leadership series on AI"]
**Related Content**: [Links to related/supporting content pieces: CNT-{id1}, CNT-{id2}]
### Messaging Framework
**Key Messages**:
1. [Primary message]
2. [Supporting message]
3. [Supporting message]
**Talking Points**:
- [Talking point 1]
- [Talking point 2]
- [Talking point 3]
- [Talking point 4]
**Value Proposition**: [How this content positions our solution or perspective]
**Call to Action**: [Primary CTA - what action should audience take after consuming?]
- **CTA Type**: [Download, sign up, request demo, read more, subscribe, etc.]
- **CTA Link**: [URL]
### SEO Strategy
**Primary Keyword**: [Main target keyword]
**Secondary Keywords**: [Supporting keywords - 3-5]
**Keyword Difficulty**: [Low | Medium | High]
**Search Volume**: [Monthly search volume for primary keyword]
**SEO Research**: [Link to keyword research: SEO-{id}]
**Competitive Content**: [Links to top-ranking competitor content for reference]
**Internal Linking Strategy**: [Pages/posts to link to, pages that should link here]
**Featured Snippet Opportunity**: Yes | No | [Type - definition, list, table, etc.]
## Content Outline
### Headline/Hook
[Opening hook, question, or statement to grab attention]
### Main Sections
**Section 1: [Title]**
- Key points:
- [Point 1]
- [Point 2]
- [Point 3]
**Section 2: [Title]**
- Key points:
- [Point 1]
- [Point 2]
- [Point 3]
**Section 3: [Title]**
- Key points:
- [Point 1]
- [Point 2]
- [Point 3]
**Section 4: [Title]** (if applicable)
- Key points:
- [Point 1]
- [Point 2]
### Conclusion/Summary
[Key takeaway and transition to CTA]
### Supporting Elements
- [ ] Featured Image: AST-{id} - [Description]
- [ ] Inline Images/Graphics: AST-{id}, AST-{id} - [Descriptions]
- [ ] Video Embed: AST-{id} - [Description]
- [ ] Infographic: AST-{id} - [Description]
- [ ] Data/Charts: [Source, type]
- [ ] Quotes/Testimonials: [Source]
- [ ] Code Snippets/Examples: [If technical content]
- [ ] Downloads/Resources: [Gated or ungated]
## Production Details
### Content Development
**Draft Due**: YYYY-MM-DD
**Review Due**: YYYY-MM-DD
**Revisions Due**: YYYY-MM-DD
**Final Approval**: YYYY-MM-DD
**Publish Date**: YYYY-MM-DD
**Content Location**:
- **Draft**: [Link to draft in CMS or Google Docs]
- **Published**: [Link to published URL]
**Word Count Target**: [Number of words - based on SEO and audience research]
**Actual Word Count**: [Final count]
### Assets Required
| Asset ID | Asset Type | Description | Owner | Due Date | Status |
|----------|------------|-------------|-------|----------|--------|
| AST-{id} | Featured Image | [Description] | [name] | [date] | [ ] |
| AST-{id} | Infographic | [Description] | [name] | [date] | [ ] |
| AST-{id} | Video | [Description] | [name] | [date] | [ ] |
| AST-{id} | Social Graphics | [Description] | [name] | [date] | [ ] |
**Asset Brief**: [Link to asset brief or creative brief if applicable]
### Technical Requirements
**Publishing Platform**: [WordPress, Medium, YouTube, podcast platform, etc.]
**Content Format**: [HTML, Markdown, video file type, audio file type]
**Accessibility Requirements**:
- [ ] Alt text for all images
- [ ] Video captions/subtitles
- [ ] Transcript (for video/podcast)
- [ ] Screen reader compatibility
- [ ] Accessible color contrast
**SEO Technical**:
- [ ] Meta title (50-60 characters)
- [ ] Meta description (155-160 characters)
- [ ] URL slug (optimized)
- [ ] Header tags (H1, H2, H3 structure)
- [ ] Schema markup (if applicable)
- [ ] Open Graph tags (social sharing)
- [ ] Twitter Card tags
## Distribution and Promotion
### Primary Distribution
**Channel**: [Blog, YouTube, podcast platform, LinkedIn, etc.]
**Publish Method**: [Immediate | Scheduled | Gated | Ungated]
**Syndication**: [If republishing on Medium, LinkedIn, partner sites]
### Promotion Plan
**Owned Channels**:
- [ ] Email newsletter - [Date] - [Audience segment]
- [ ] Social media - [Platforms] - [Post IDs: SOC-{id1}, SOC-{id2}]
- [ ] Website homepage feature - [Dates]
- [ ] Internal newsletter/Slack - [Date]
**Paid Promotion**:
- [ ] Paid social - [Platforms] - [Budget] - [Dates]
- [ ] Sponsored content - [Platform] - [Budget] - [Dates]
- [ ] Display ads - [Network] - [Budget] - [Dates]
**Earned/Partnership**:
- [ ] PR outreach - [Target publications]
- [ ] Influencer sharing - [Influencers: INF-{id}]
- [ ] Partner co-promotion - [Partners: PAR-{id}]
**Promotion Timeline**:
| Activity | Channel | Date | Owner | Status |
|----------|---------|------|-------|--------|
| Publish | [channel] | [date] | [name] | [ ] |
| Email send | Email | [date] | [name] | [ ] |
| Social promo | LinkedIn/Twitter | [date] | [name] | [ ] |
| Paid boost | Facebook | [date] | [name] | [ ] |
**Promotion Budget**: $[amount allocated to paid promotion]
## Success Metrics
### Primary KPIs
**KPI 1**: [Metric - e.g., Page Views]
- **Target**: [Number]
- **Baseline**: [Historical average or benchmark]
- **Measurement**: [Google Analytics, YouTube Analytics, etc.]
- **Timeframe**: [First 30 days, first 90 days, ongoing]
**KPI 2**: [Metric - e.g., Conversion Rate]
- **Target**: [Percentage or number]
- **Baseline**: [Historical average]
- **Measurement**: [Tool/method]
- **Timeframe**: [Period]
**KPI 3**: [Metric - e.g., Social Shares]
- **Target**: [Number]
- **Baseline**: [Average shares for similar content]
- **Measurement**: [Social analytics]
- **Timeframe**: [Period]
### Secondary Metrics
| Metric | Target | Actual | Variance | Status |
|--------|--------|--------|----------|--------|
| Unique visitors | [number] | [TBD] | [TBD] | [ ] |
| Time on page | [seconds/minutes] | [TBD] | [TBD] | [ ] |
| Scroll depth (% to bottom) | [%] | [TBD] | [TBD] | [ ] |
| Bounce rate | [%] | [TBD] | [TBD] | [ ] |
| CTA click-through rate | [%] | [TBD] | [TBD] | [ ] |
| Email signups/conversions | [number] | [TBD] | [TBD] | [ ] |
| Social engagement rate | [%] | [TBD] | [TBD] | [ ] |
| Comments/discussion | [number] | [TBD] | [TBD] | [ ] |
### SEO Performance
| Metric | Target | Actual | Status |
|--------|--------|--------|--------|
| Search impressions (30 days) | [number] | [TBD] | [ ] |
| Search clicks (30 days) | [number] | [TBD] | [ ] |
| Average search position | [rank] | [TBD] | [ ] |
| Featured snippet | Yes/No | [TBD] | [ ] |
| Backlinks acquired | [number] | [TBD] | [ ] |
**Performance Tracking**: [Link to analytics dashboard or report]
## Review and Approval
### Review Checklist
**Content Quality**:
- [ ] Aligns with brief and campaign objectives
- [ ] Addresses audience pain points and questions
- [ ] Key messages clearly communicated
- [ ] Tone/voice matches brand guidelines
- [ ] Grammar, spelling, and punctuation error-free
- [ ] Factually accurate (sources cited if needed)
- [ ] Free of jargon or jargon explained
- [ ] Scannable (headers, bullets, short paragraphs)
**SEO Optimization**:
- [ ] Primary keyword included in title
- [ ] Keywords naturally integrated in content
- [ ] Meta description compelling and optimized
- [ ] URL slug optimized
- [ ] Header tags properly structured (H1, H2, H3)
- [ ] Internal links included (3-5 relevant pages)
- [ ] External links to authoritative sources
- [ ] Alt text for all images
**Technical**:
- [ ] All assets uploaded and working
- [ ] Links tested and functional
- [ ] Mobile-responsive formatting
- [ ] Accessibility requirements met
- [ ] Analytics tracking configured
- [ ] CTAs prominent and functional
**Brand/Legal**:
- [ ] Brand guidelines followed (BRD-{id})
- [ ] Product claims substantiated
- [ ] Competitive comparisons accurate and legal
- [ ] Copyright/attribution for images and quotes
- [ ] Disclaimers included (if required)
### Approval Process
| Reviewer | Role | Review Focus | Status | Date | Comments |
|----------|------|--------------|--------|------|----------|
| [Name] | Content Manager | Quality, messaging | [ ] | [date] | |
| [Name] | SEO Specialist | SEO optimization | [ ] | [date] | |
| [Name] | Brand Manager | Brand compliance | [ ] | [date] | |
| [Name] | Legal (if req) | Claims, compliance | [ ] | [date] | |
| [Name] | Campaign Manager | Campaign alignment | [ ] | [date] | |
**Final Approval**: [Name] - [Date]
## Post-Publish Actions
### Immediate (Day 1-7)
- [ ] Monitor analytics for first 24 hours
- [ ] Respond to comments/questions
- [ ] Share on personal/team social channels
- [ ] Monitor social mentions and engagement
- [ ] Check for technical issues or broken links
- [ ] Optimize based on initial performance data
### Ongoing (Week 2-4)
- [ ] Weekly performance review
- [ ] Respond to ongoing comments/discussion
- [ ] Adjust paid promotion based on results
- [ ] Identify opportunities for repurposing
- [ ] Track SEO ranking progress
### Long-Term (30+ days)
- [ ] 30-day performance analysis
- [ ] Update content if needed (refresh data, links)
- [ ] Identify evergreen repurpose opportunities
- [ ] Document learnings for future content
- [ ] Archive or update based on performance
## Repurpose and Reuse
### Repurpose Opportunities
**Successful Elements to Reuse**:
- [Element that performed well - e.g., "infographic had 500 shares"]
- [Element that performed well]
**Planned Repurposing**:
- [ ] [New format] - [Description] - [Owner] - [Due date]
- [ ] [New format] - [Description] - [Owner] - [Due date]
**Examples**:
- Blog post → LinkedIn article, Twitter thread, podcast episode
- Video → Blog post, social clips, email content
- Whitepaper → Blog series, webinar, infographic
## Notes & Attachments
### Conversation Log
Track key decisions and revisions:
- **YYYY-MM-DD**: [Decision or change - e.g., "Changed angle to focus on SMB vs enterprise"]
- **YYYY-MM-DD**: [Decision or change]
- **YYYY-MM-DD**: [Decision or change]
### Attachments
- **Content Brief**: [Link if separate brief document]
- **Research**: [Links to research, data sources, competitor analysis]
- **Draft Versions**: [Links to draft history]
- **Assets**: [Links to asset files: AST-{id}]
- **Analytics**: [Link to performance dashboard]
### Open Questions
- [ ] [Question 1] - Assigned: [name] - Due: [date]
- [ ] [Question 2] - Assigned: [name] - Due: [date]
- [x] [Resolved question] - Resolution: [answer] - Date: [date]
## Agent Notes
### For Content Writer
- Ensure content serves audience first, promotion second
- Research thoroughly - cite credible sources
- Write for scanability (headers, bullets, short paragraphs)
- Integrate keywords naturally, never force
- Include clear, compelling CTAs
- Proofread meticulously before submitting for review
- Document research and sources for fact-checking
### For Content Manager
- Review against brief and campaign objectives
- Ensure consistent voice across all campaign content
- Validate claims and competitive statements
- Check that content delivers promised value to audience
- Confirm SEO best practices followed
- Coordinate with reviewers for timely approvals
### For SEO Specialist
- Validate keyword research and targeting
- Ensure technical SEO elements configured correctly
- Review internal linking strategy
- Check for featured snippet opportunities
- Monitor search performance post-publish
- Recommend optimizations based on ranking data
### For Brand Manager
- Verify tone and voice align with brand guidelines
- Check visual assets for brand consistency
- Ensure messaging aligns with brand positioning
- Flag any off-brand language or claims
- Approve before publish if brand-sensitive content
### For Campaign Manager
- Ensure content aligns with campaign timeline
- Coordinate content with other campaign assets
- Track content performance against campaign KPIs
- Identify high-performing content for additional promotion
- Document learnings for future campaigns
## Quality Gates
**Content is Ready for Review When**:
- [ ] Draft complete and meets word count target
- [ ] All required assets included
- [ ] Self-edited for grammar and clarity
- [ ] SEO elements configured
- [ ] CTAs included and links functional
- [ ] Sources cited and factually accurate
**Content is Ready to Publish When**:
- [ ] All reviewers approved
- [ ] Final edits incorporated
- [ ] Assets uploaded and working
- [ ] Technical requirements met
- [ ] Analytics tracking configured
- [ ] Promotion plan ready to execute
## Related Templates
- `/templates/operations/campaign-card.md` - Parent campaign tracking
- `/templates/operations/asset-card.md` - Asset tracking for images, video, etc.
- `/templates/strategy/content-calendar-template.md` - Overall content planning
- `/templates/social/social-promotion-template.md` - Social distribution
- `/templates/analytics/content-performance-report-template.md` - Performance analysis
## Version Control
**Version**: 1.0
**Last Updated**: 2025-01-28
**Owner**: Content Marketing + Content Manager
**Change History**:
- 2025-01-28: Initial template created (v1.0)