Emerging channels skill

Evaluate emerging channels such as voice or social commerce with pilot plans.

by indranilbanerjee·MIT license·★ 866 Stars on the repo·GitHub ↗

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Inside this skill

SKILL.md · the author's own words
# Emerging Channels

> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skil…

> **Benchmark provenance (as of 2026-08):** Dollar figures in this document are planning priors, not quotes — market and auction rates drif…

## When to Use This Skill

Activate this skill when the user's request involves any of the following:

- Optimizing content for voice search (Alexa, Google Assistant, Siri, smart speakers)
- Preparing for or leveraging visual search (Google Lens, Pinterest Lens, Amazon visual search)
- Building conversational commerce flows (WhatsApp Business, Facebook Messenger, chatbot funnels, SMS marketing)
- Setting up or optimizing social commerce (Instagram Shopping, TikTok Shop, Pinterest Shopping, YouTube Shopping)
- Building, growing, or managing online communities (Discord, Slack, Circle, Facebook Groups, Reddit, forums)
- Planning podcast marketing strategy (branded podcasts, podcast advertising, guest appearances, podcast SEO)

Word-for-word excerpt, not a result. Read the full SKILL.md ↓

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Emerging Channels

Script location. If your host does not set ${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin's scripts/ folder, next to skills/. Run them with Python 3.10 or newer: python, or python3 where python is not found (macOS, many Linux systems).

Benchmark provenance (as of 2026-08): Dollar figures in this document are planning priors, not quotes — market and auction rates drift continuously. Before any figure enters a media plan, budget, or client deliverable, refresh it live (platform dashboards and current published reports beat memory) and record it with python "${CLAUDE_PLUGIN_ROOT}/scripts/benchmark_book.py" --action record ... --source <url>; quote from the book thereafter (--action quote). Never present an unstamped figure as current market fact.

When to Use This Skill

Activate this skill when the user's request involves any of the following:

  • Optimizing content for voice search (Alexa, Google Assistant, Siri, smart speakers)
  • Preparing for or leveraging visual search (Google Lens, Pinterest Lens, Amazon visual search)
  • Building conversational commerce flows (WhatsApp Business, Facebook Messenger, chatbot funnels, SMS marketing)
  • Setting up or optimizing social commerce (Instagram Shopping, TikTok Shop, Pinterest Shopping, YouTube Shopping)
  • Building, growing, or managing online communities (Discord, Slack, Circle, Facebook Groups, Reddit, forums)
  • Planning podcast marketing strategy (branded podcasts, podcast advertising, guest appearances, podcast SEO)
  • Developing video marketing strategy across formats and platforms (short-form, mid-form, long-form, live)
  • Marketing on newer or underutilized platforms and channels
  • Evaluating whether an emerging channel is worth investing in for a specific business
  • Understanding platform-specific commerce features and shoppable content
  • Designing chatbot conversations and automated messaging funnels
  • Building voice applications (Alexa Skills) or surfacing brand content in current Google Assistant/Gemini experiences
  • Exploring international messaging platforms (WeChat, LINE, KakaoTalk, Telegram) for commerce

Brand Context (Auto-Applied)

Before producing any marketing output from this module:

  1. Check session context — The active brand summary was output at session start. Use the brand name, industry, voice settings, channels, goals, compliance, and competitors shown there.
  2. If you need the full profile, read: ~/.claude-marketing/brands/{slug}/profile.json
  3. Apply brand voice — Formality, energy, humor, authority levels must shape all content tone and word choices
  4. Check compliance — Auto-apply rules for brand's target_markets and industry using skills/context-engine/compliance-rules.md
  5. Reference industry benchmarks — Consult skills/context-engine/industry-profiles.md for the brand's industry
  6. Use platform specs — Reference skills/context-engine/platform-specs.md for character limits and format requirements
  7. Check campaign history — Run python "${CLAUDE_PLUGIN_ROOT}/scripts/campaign-tracker.py" --brand {slug} --action list-campaigns before planning new work
  8. If no brand exists, say: "No brand profile found. Use /digital-marketing-pro:brand-setup to create one, or I can proceed with general best practices."
  9. Check brand guidelines — If ~/.claude-marketing/brands/{slug}/guidelines/_manifest.json exists, load and enforce: restrictions.md for banned words, restricted claims, and mandatory disclaimers; channel-styles.md for channel-specific tone overrides (may differ from base voice); messaging.md for approved key messages, taglines, and positioning language; voice-and-tone.md for detailed voice rules beyond the 4 numeric scores. If producing content for a specific channel, channel style rules take precedence over base voice settings.

Do not ask the user for information that already exists in their brand profile.

Required Context

Before executing, gather the following from the user (ask if not provided):

  • Business type: B2B, B2C, D2C, local business, marketplace, SaaS
  • Target audience: Demographics, digital behavior, platform preferences, and purchase patterns
  • Current channels: Which marketing channels are already active and performing
  • Goals: Awareness, engagement, lead generation, direct sales, community building, or content distribution
  • Budget and resources: Available investment for new channel experimentation, content production capacity, and team bandwidth
  • Product/service: What is being sold and its purchase complexity (impulse vs considered purchase)
  • Geography: Target markets, as channel adoption varies significantly by region
  • Tech stack: Current ecommerce platform, CRM, marketing automation, and integration capabilities
  • Risk tolerance: Willingness to invest in unproven channels vs preference for established channels with clearer ROI
  • Timeline: Short-term (testing) vs long-term (building a sustained presence)

Capabilities

Voice Search Optimization
  • Query pattern analysis: Voice queries are longer, more conversational, and more question-based than typed queries. Optimize for natural language patterns ("What's the best Italian restaurant near me" vs "Italian restaurant NYC")
  • Content structure for voice: Featured snippet optimization, FAQ schema markup, concise answer paragraphs (40-60 words for Google's spoken responses), and position zero targeting
  • Speakable schema markup: Implementing structured data that identifies sections of content suitable for text-to-speech playback by voice assistants
  • Local voice search: "Near me" query optimization, Google Business Profile completeness, local schema markup, and review volume/recency
  • Voice commerce: Voice-initiated purchasing flows, reorder by voice, voice-exclusive promotions, and integration with Amazon Alexa shopping
  • Voice app development: When to build Alexa Skills, use cases (brand utilities, content delivery, customer service), and discovery optimization. Google sunset its conversational-actions platform in June 2023 — reach Google Assistant/Gemini users through well-structured web content and schema markup instead of a standalone voice app
  • Image optimization for search: Descriptive file names, comprehensive alt text, high-quality images from multiple angles, and consistent image sizing
  • Google Lens optimization: Product images that are easily identifiable by visual recognition, unique product design elements, and schema markup for products
  • Pinterest Lens strategy: Lifestyle imagery, shoppable pins, visual similarity to trending Pinterest content, and Pinterest SEO
  • Structured data for visual search: Product schema, image schema, and video schema that help search engines understand visual content
  • Visual search commerce: Enabling "search by photo" on ecommerce sites, visual similarity recommendations, and AR try-on features
  • Platform-specific visual search: Amazon visual search, ASOS Style Match, and retailer-specific visual search capabilities
Conversational Commerce
  • WhatsApp Business: Catalog setup, automated greetings, quick replies, broadcast lists, WhatsApp Business API for scale, and click-to-WhatsApp ads
  • Chatbot funnels: Lead qualification bots, product recommendation bots, customer support bots, appointment booking bots, and cart recovery bots
  • Conversation design: Writing chatbot scripts that feel natural, handling edge cases gracefully, knowing when to escalate to human agents, and maintaining brand voice in automated interactions
  • SMS marketing: Opt-in compliance (TCPA), message frequency optimization, promotional vs transactional messages, segmentation, and two-way SMS conversations
  • Messenger marketing: Facebook Messenger bots, sponsored messages, recurring notifications, and integration with Meta ad campaigns
  • International messaging platforms: WeChat Official Accounts and Mini Programs (China), LINE Official Accounts (Japan/SE Asia), KakaoTalk Channels (Korea), Telegram Bots (Eastern Europe/Middle East)
  • Conversational AI: Using LLMs for more natural chat interactions, hybrid AI-human support models, and training conversational AI on brand knowledge bases
Social Commerce
  • Instagram Shopping: Shop setup, product tagging in posts/Stories/Reels, live shopping, Shopping from Creators, and checkout optimization
  • TikTok Shop: Product listing, affiliate marketplace, live shopping events, shoppable videos, and TikTok Shop Ads integration
  • Pinterest Shopping: Product pins, catalog integration, shopping Ads, and Pinterest's visual discovery to purchase pipeline
  • YouTube Shopping: Product shelves, shopping tags in videos, live shopping, and Shorts shopping integration
  • Social storefront optimization: Product descriptions for social context (different from website), social-first imagery, pricing strategy for social buyers
  • Live shopping: Platform selection, host preparation, production requirements, engagement tactics, and conversion optimization for real-time selling
  • Shoppable content strategy: Integrating commerce into organic content without making every post a sales pitch; editorial-to-commerce ratio guidance
Community Building
  • Platform selection: Discord (real-time, younger demographics, gaming/tech), Slack (professional, B2B), Circle (course/membership), Facebook Groups (broad demographics, easy onboarding), Reddit (niche interests, authenticity-focused), brand-owned forums (full control, SEO benefits)
  • Community health metrics: Daily/weekly/monthly active members, post frequency, response rate, member-to-member interactions (not just brand-to-member), retention rate, and NPS
  • Growth flywheel: Content attracts members, members create content, content attracts more members. Design the initial content and engagement loops that start this flywheel
  • Moderation strategy: Community guidelines, moderation team structure (paid moderators, volunteer mods, AI moderation), escalation procedures, and transparency in enforcement
  • Community-led growth: Using community as a top-of-funnel acquisition channel, community members as beta testers and product advisors, and community content as marketing content
  • Monetization: When and how to monetize (premium tiers, events, courses, marketplace), without destroying community culture
  • Community manager role: Skills needed, time commitment, empowerment level, and integration with marketing and product teams
Podcast Marketing
  • Branded podcast strategy: When to create a branded podcast (thought leadership, audience building, customer education), format selection (interview, narrative, solo commentary, panel), and production quality tiers
  • Podcast advertising: Host-read vs programmatic ads, CPM benchmarks ($18-50 for host-read mid-roll), frequency and reach planning, and attribution methods (vanity URLs, promo codes, pixel-based)
  • Guest appearance strategy: Identifying target podcasts, crafting pitches, preparing talking points, and maximizing each appearance with social promotion and backlinks
  • Podcast SEO: Show titles, episode titles, show notes optimization, transcript publishing, and distribution across platforms (Apple, Spotify, YouTube, Google)
  • Podcast-to-content pipeline: Repurposing podcast episodes into blog posts, social clips, email content, and video snippets to maximize ROI from each recording
  • Measurement and attribution: Downloads, listens, completion rates, subscriber growth, and tying podcast exposure to website traffic and conversions
Video Marketing
  • Short-form strategy (under 60 seconds): TikTok, Instagram Reels, YouTube Shorts. Hook in first 1-3 seconds, native platform aesthetics, trending audio/formats, high-volume posting cadence (3-7x per week)
  • Mid-form strategy (1-10 minutes): Instagram, Facebook, LinkedIn, TikTok. Educational content, product demos, behind-the-scenes, and story-driven content
  • Long-form strategy (10+ minutes): YouTube, webinars, course content. Deep-dive tutorials, interviews, documentaries, and thought leadership. YouTube algorithm favors watch time, making longer content advantageous when retention is maintained
  • Production tiers: Lo-fi (smartphone, natural lighting, minimal editing -- authentic feel), mid-fi (basic lighting, external mic, simple graphics), and hi-fi (professional production, scripted, studio)
  • Video SEO: YouTube title and description optimization, tags, thumbnails (CTR optimization), chapters, cards, end screens, and embedding strategy for website SEO
  • Live video: Platform selection (YouTube Live, Instagram Live, TikTok Live, LinkedIn Live, Twitch), preparation checklist, engagement tactics, and repurposing live content
  • Video distribution: Platform-native uploads vs cross-posting, platform-specific optimization (aspect ratios, captions, lengths), and distribution scheduling

Process

New Channel Evaluation (Most Common Use Case)
  1. Audience validation -- Confirm the target audience is active on the channel in question. Check platform demographics, usage data, and competitor presence. Do not invest in a channel because it is trendy; invest because the audience is there.
  2. Competitive landscape -- Analyze what competitors and adjacent brands are doing on the channel. Identify gaps and opportunities. Determine if there is a first-mover advantage or if the channel is already saturated.
  3. Resource assessment -- Determine the minimum viable investment (time, budget, content production) required to test the channel meaningfully. Most emerging channels require consistent effort over 3-6 months before yielding reliable data.
  4. Pilot design -- Create a 90-day pilot plan with specific content cadence, engagement strategy, and success metrics. Define what "success" looks like at the end of the pilot to make a continue/stop/scale decision.
  5. Content strategy -- Develop channel-specific content that respects platform norms and user expectations. Repurpose existing content where possible, but always adapt to the platform format rather than cross-posting identical content.
  6. Measurement framework -- Set up tracking for both leading indicators (followers, engagement, reach) and lagging indicators (website traffic, leads, sales) attributed to the channel.
  7. Execute and learn -- Run the pilot, document what works and what doesn't, adjust the strategy based on data, and make the continue/stop/scale decision at the end of the pilot period.
  8. Scale or sunset -- If the pilot succeeds, build a sustained strategy with increased resources. If it fails, document the learnings, sunset the effort, and redirect resources.
Social Commerce Setup
  1. Platform selection -- Choose the social commerce platform(s) based on audience presence, product type, and technical requirements. Visual products thrive on Instagram and Pinterest. Trend-driven products thrive on TikTok. Considered purchases benefit from YouTube.
  2. Storefront setup -- Configure the platform's shopping features: product catalog upload, collection organization, shipping and return policies, and payment integration.
  3. Product content optimization -- Create product listings optimized for social context. Social product descriptions should be shorter, more conversational, and benefit-focused compared to website listings. Product images should match the platform's visual style.
  4. Shoppable content strategy -- Plan the content calendar with a mix of shoppable and non-shoppable content. Aim for a ratio where no more than 30-40% of content is directly shoppable to avoid audience fatigue.
  5. Live shopping integration -- If applicable, plan live shopping events with hosts, products, and promotional cadence. Schedule during peak audience activity hours.
  6. Measurement setup -- Configure platform analytics, UTM tracking for external attribution, and revenue tracking per platform and content type.

Reference Files

  • voice-search.md -- Voice query patterns, content optimization tactics, speakable schema implementation, and voice commerce integration guides
  • visual-search.md -- Image optimization checklists, visual search platform guides, structured data templates, and visual commerce implementation
  • conversational-commerce.md -- WhatsApp Business setup, chatbot design frameworks, SMS compliance guides, and conversation flow templates
  • social-commerce.md -- Platform-by-platform setup guides, product listing optimization, live shopping playbooks, and social storefront best practices
  • community-building.md -- Platform selection matrices, community launch playbooks, moderation frameworks, health metric dashboards, and growth strategies
  • podcast-marketing.md -- Branded podcast launch guide, advertising rate benchmarks, guest pitching templates, and podcast SEO checklists
  • video-marketing.md -- Format-by-platform guides, production tier specifications, video SEO checklists, and distribution strategy frameworks
  • web3-decentralized.md -- Blockchain-based marketing, tokenized loyalty programs, NFT utility campaigns, decentralized social platforms, DAO marketing, and Web3 measurement frameworks
  • ai-marketing-tools.md -- AI marketing tool landscape, use-case selection, workflow integration, disclosure requirements, and AI content quality assurance

Output Formats

  • Channel evaluation report: Audience fit assessment, competitive analysis, resource requirements, 90-day pilot plan, success metrics, and go/no-go recommendation
  • Social commerce plan: Platform selection rationale, storefront setup checklist, content strategy, live shopping calendar, and revenue projections
  • Conversational commerce flow: Chatbot conversation map, message templates, escalation rules, and integration specifications
  • Community launch plan: Platform selection, launch timeline, initial content plan, moderation guidelines, growth milestones, and health metrics dashboard
  • Podcast strategy: Format recommendation, content calendar, production specifications, distribution plan, and measurement framework
  • Video content plan: Platform-specific content calendar, production specifications per format, SEO optimization checklist, and distribution schedule
  • Voice/visual search audit: Current optimization status, gap analysis, implementation roadmap, and expected impact

Edge Cases

Platform-Restricted Industries

Cannabis, CBD, firearms, adult products, and certain pharmaceutical products cannot advertise on most platforms and face restrictions on social commerce features. For these industries, focus on owned channels (website, email, SMS with compliance), community building on platforms that permit the category, SEO and content marketing, and compliant influencer partnerships. Always verify current platform policies as they change frequently.

B2B Community Building

B2B communities operate differently from B2C. Members join for professional development, networking, and problem-solving rather than brand fandom. Slack and LinkedIn Groups tend to outperform Discord for B2B. Content should be practitioner-focused, not promotional. The community must deliver professional value independent of the product. Moderation is typically lighter but quality standards are higher.

Podcast Measurement Limitations

Podcast attribution remains challenging. Downloads do not equal listens. Listener demographics are estimated, not measured. Cross-device tracking is unreliable. Mitigate by using unique promo codes, vanity URLs, and post-purchase surveys ("How did you hear about us?"). Accept that podcast marketing is often a brand/awareness investment with indirect attribution. Do not hold podcasts to the same direct-response metrics as paid search.

Voice Search for Non-English Languages

Voice search optimization for non-English languages requires language-specific considerations. Natural language patterns, question structures, and colloquial expressions vary by language and dialect. Schema markup should use hreflang tags and language-specific structured data. Voice assistant capabilities and market penetration vary by language and region (Google Assistant vs Alexa vs Siri market share differs significantly by country).

Social Commerce in Non-US Markets

In China, WeChat Mini Programs and Douyin (Chinese TikTok) dominate social commerce with capabilities far beyond Western platforms. In Southeast Asia, LINE and Shopee Live are major channels. In Korea, KakaoTalk commerce is significant. Do not assume Instagram and TikTok Shop are the default everywhere. Research market-specific platforms and behaviors before building a social commerce strategy for international markets.

Community Toxicity Management

Even well-managed communities face toxicity challenges. Build clear community guidelines before launching, not after problems arise. Implement graduated enforcement (warning, temporary mute, temporary ban, permanent ban). Use AI moderation for first-pass filtering combined with human review for context-dependent decisions. Establish an appeals process. Document and respond to patterns (coordinated harassment, hate speech, misinformation) with transparent policy enforcement. Burnout among community managers is a real risk; plan for adequate staffing and rotation.

  • SEO -- Voice search and visual search overlap with organic search optimization strategies
  • Paid Advertising -- Social commerce ad integrations, TikTok Shop Ads, and click-to-message ad formats
  • Content Engine -- Content creation for video, podcast, and community channels
  • Influencer & Creator Marketing -- Creator partnerships for social commerce, podcast guesting, and community seeding
  • Growth Engineering -- Community-led growth, viral loops through social features, and referral amplification
  • CRO -- Conversion optimization for social storefronts, chatbot funnels, and voice commerce flows
  • Analytics & Insights -- Measurement and attribution for emerging channels with limited native analytics

Agents Used

  • social-media-manager — Platform-native social commerce strategy, community management, content calendar planning, social listening, UGC curation, and cross-platform engagement optimization
1---
2name: emerging-channels
3description: "Evaluate emerging channels such as voice or social commerce with pilot plans. \"should we open a TikTok Shop\""
4---
5 
6# Emerging Channels
7 
8> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).
9 
10> **Benchmark provenance (as of 2026-08):** Dollar figures in this document are planning priors, not quotes — market and auction rates drift continuously. Before any figure enters a media plan, budget, or client deliverable, refresh it live (platform dashboards and current published reports beat memory) and record it with `python "${CLAUDE_PLUGIN_ROOT}/scripts/benchmark_book.py" --action record ... --source <url>`; quote from the book thereafter (`--action quote`). Never present an unstamped figure as current market fact.
11 
12## When to Use This Skill
13 
14Activate this skill when the user's request involves any of the following:
15 
16- Optimizing content for voice search (Alexa, Google Assistant, Siri, smart speakers)
17- Preparing for or leveraging visual search (Google Lens, Pinterest Lens, Amazon visual search)
18- Building conversational commerce flows (WhatsApp Business, Facebook Messenger, chatbot funnels, SMS marketing)
19- Setting up or optimizing social commerce (Instagram Shopping, TikTok Shop, Pinterest Shopping, YouTube Shopping)
20- Building, growing, or managing online communities (Discord, Slack, Circle, Facebook Groups, Reddit, forums)
21- Planning podcast marketing strategy (branded podcasts, podcast advertising, guest appearances, podcast SEO)
22- Developing video marketing strategy across formats and platforms (short-form, mid-form, long-form, live)
23- Marketing on newer or underutilized platforms and channels
24- Evaluating whether an emerging channel is worth investing in for a specific business
25- Understanding platform-specific commerce features and shoppable content
26- Designing chatbot conversations and automated messaging funnels
27- Building voice applications (Alexa Skills) or surfacing brand content in current Google Assistant/Gemini experiences
28- Exploring international messaging platforms (WeChat, LINE, KakaoTalk, Telegram) for commerce
29 
30## Brand Context (Auto-Applied)
31 
32Before producing any marketing output from this module:
33 
341. **Check session context** — The active brand summary was output at session start. Use the brand name, industry, voice settings, channels, goals, compliance, and competitors shown there.
352. **If you need the full profile**, read: `~/.claude-marketing/brands/{slug}/profile.json`
363. **Apply brand voice** — Formality, energy, humor, authority levels must shape all content tone and word choices
374. **Check compliance** — Auto-apply rules for brand's target_markets and industry using `skills/context-engine/compliance-rules.md`
385. **Reference industry benchmarks** — Consult `skills/context-engine/industry-profiles.md` for the brand's industry
396. **Use platform specs** — Reference `skills/context-engine/platform-specs.md` for character limits and format requirements
407. **Check campaign history** — Run `python "${CLAUDE_PLUGIN_ROOT}/scripts/campaign-tracker.py" --brand {slug} --action list-campaigns` before planning new work
418. **If no brand exists**, say: "No brand profile found. Use /digital-marketing-pro:brand-setup to create one, or I can proceed with general best practices."
429. **Check brand guidelines** — If `~/.claude-marketing/brands/{slug}/guidelines/_manifest.json` exists, load and enforce: `restrictions.md` for banned words, restricted claims, and mandatory disclaimers; `channel-styles.md` for channel-specific tone overrides (may differ from base voice); `messaging.md` for approved key messages, taglines, and positioning language; `voice-and-tone.md` for detailed voice rules beyond the 4 numeric scores. If producing content for a specific channel, channel style rules take precedence over base voice settings.
43 
44Do not ask the user for information that already exists in their brand profile.
45 
46## Required Context
47 
48Before executing, gather the following from the user (ask if not provided):
49 
50- **Business type**: B2B, B2C, D2C, local business, marketplace, SaaS
51- **Target audience**: Demographics, digital behavior, platform preferences, and purchase patterns
52- **Current channels**: Which marketing channels are already active and performing
53- **Goals**: Awareness, engagement, lead generation, direct sales, community building, or content distribution
54- **Budget and resources**: Available investment for new channel experimentation, content production capacity, and team bandwidth
55- **Product/service**: What is being sold and its purchase complexity (impulse vs considered purchase)
56- **Geography**: Target markets, as channel adoption varies significantly by region
57- **Tech stack**: Current ecommerce platform, CRM, marketing automation, and integration capabilities
58- **Risk tolerance**: Willingness to invest in unproven channels vs preference for established channels with clearer ROI
59- **Timeline**: Short-term (testing) vs long-term (building a sustained presence)
60 
61## Capabilities
62 
63### Voice Search Optimization
64- **Query pattern analysis**: Voice queries are longer, more conversational, and more question-based than typed queries. Optimize for natural language patterns ("What's the best Italian restaurant near me" vs "Italian restaurant NYC")
65- **Content structure for voice**: Featured snippet optimization, FAQ schema markup, concise answer paragraphs (40-60 words for Google's spoken responses), and position zero targeting
66- **Speakable schema markup**: Implementing structured data that identifies sections of content suitable for text-to-speech playback by voice assistants
67- **Local voice search**: "Near me" query optimization, Google Business Profile completeness, local schema markup, and review volume/recency
68- **Voice commerce**: Voice-initiated purchasing flows, reorder by voice, voice-exclusive promotions, and integration with Amazon Alexa shopping
69- **Voice app development**: When to build Alexa Skills, use cases (brand utilities, content delivery, customer service), and discovery optimization. Google sunset its conversational-actions platform in June 2023 — reach Google Assistant/Gemini users through well-structured web content and schema markup instead of a standalone voice app
70 
71### Visual Search
72- **Image optimization for search**: Descriptive file names, comprehensive alt text, high-quality images from multiple angles, and consistent image sizing
73- **Google Lens optimization**: Product images that are easily identifiable by visual recognition, unique product design elements, and schema markup for products
74- **Pinterest Lens strategy**: Lifestyle imagery, shoppable pins, visual similarity to trending Pinterest content, and Pinterest SEO
75- **Structured data for visual search**: Product schema, image schema, and video schema that help search engines understand visual content
76- **Visual search commerce**: Enabling "search by photo" on ecommerce sites, visual similarity recommendations, and AR try-on features
77- **Platform-specific visual search**: Amazon visual search, ASOS Style Match, and retailer-specific visual search capabilities
78 
79### Conversational Commerce
80- **WhatsApp Business**: Catalog setup, automated greetings, quick replies, broadcast lists, WhatsApp Business API for scale, and click-to-WhatsApp ads
81- **Chatbot funnels**: Lead qualification bots, product recommendation bots, customer support bots, appointment booking bots, and cart recovery bots
82- **Conversation design**: Writing chatbot scripts that feel natural, handling edge cases gracefully, knowing when to escalate to human agents, and maintaining brand voice in automated interactions
83- **SMS marketing**: Opt-in compliance (TCPA), message frequency optimization, promotional vs transactional messages, segmentation, and two-way SMS conversations
84- **Messenger marketing**: Facebook Messenger bots, sponsored messages, recurring notifications, and integration with Meta ad campaigns
85- **International messaging platforms**: WeChat Official Accounts and Mini Programs (China), LINE Official Accounts (Japan/SE Asia), KakaoTalk Channels (Korea), Telegram Bots (Eastern Europe/Middle East)
86- **Conversational AI**: Using LLMs for more natural chat interactions, hybrid AI-human support models, and training conversational AI on brand knowledge bases
87 
88### Social Commerce
89- **Instagram Shopping**: Shop setup, product tagging in posts/Stories/Reels, live shopping, Shopping from Creators, and checkout optimization
90- **TikTok Shop**: Product listing, affiliate marketplace, live shopping events, shoppable videos, and TikTok Shop Ads integration
91- **Pinterest Shopping**: Product pins, catalog integration, shopping Ads, and Pinterest's visual discovery to purchase pipeline
92- **YouTube Shopping**: Product shelves, shopping tags in videos, live shopping, and Shorts shopping integration
93- **Social storefront optimization**: Product descriptions for social context (different from website), social-first imagery, pricing strategy for social buyers
94- **Live shopping**: Platform selection, host preparation, production requirements, engagement tactics, and conversion optimization for real-time selling
95- **Shoppable content strategy**: Integrating commerce into organic content without making every post a sales pitch; editorial-to-commerce ratio guidance
96 
97### Community Building
98- **Platform selection**: Discord (real-time, younger demographics, gaming/tech), Slack (professional, B2B), Circle (course/membership), Facebook Groups (broad demographics, easy onboarding), Reddit (niche interests, authenticity-focused), brand-owned forums (full control, SEO benefits)
99- **Community health metrics**: Daily/weekly/monthly active members, post frequency, response rate, member-to-member interactions (not just brand-to-member), retention rate, and NPS
100- **Growth flywheel**: Content attracts members, members create content, content attracts more members. Design the initial content and engagement loops that start this flywheel
101- **Moderation strategy**: Community guidelines, moderation team structure (paid moderators, volunteer mods, AI moderation), escalation procedures, and transparency in enforcement
102- **Community-led growth**: Using community as a top-of-funnel acquisition channel, community members as beta testers and product advisors, and community content as marketing content
103- **Monetization**: When and how to monetize (premium tiers, events, courses, marketplace), without destroying community culture
104- **Community manager role**: Skills needed, time commitment, empowerment level, and integration with marketing and product teams
105 
106### Podcast Marketing
107- **Branded podcast strategy**: When to create a branded podcast (thought leadership, audience building, customer education), format selection (interview, narrative, solo commentary, panel), and production quality tiers
108- **Podcast advertising**: Host-read vs programmatic ads, CPM benchmarks ($18-50 for host-read mid-roll), frequency and reach planning, and attribution methods (vanity URLs, promo codes, pixel-based)
109- **Guest appearance strategy**: Identifying target podcasts, crafting pitches, preparing talking points, and maximizing each appearance with social promotion and backlinks
110- **Podcast SEO**: Show titles, episode titles, show notes optimization, transcript publishing, and distribution across platforms (Apple, Spotify, YouTube, Google)
111- **Podcast-to-content pipeline**: Repurposing podcast episodes into blog posts, social clips, email content, and video snippets to maximize ROI from each recording
112- **Measurement and attribution**: Downloads, listens, completion rates, subscriber growth, and tying podcast exposure to website traffic and conversions
113 
114### Video Marketing
115- **Short-form strategy (under 60 seconds)**: TikTok, Instagram Reels, YouTube Shorts. Hook in first 1-3 seconds, native platform aesthetics, trending audio/formats, high-volume posting cadence (3-7x per week)
116- **Mid-form strategy (1-10 minutes)**: Instagram, Facebook, LinkedIn, TikTok. Educational content, product demos, behind-the-scenes, and story-driven content
117- **Long-form strategy (10+ minutes)**: YouTube, webinars, course content. Deep-dive tutorials, interviews, documentaries, and thought leadership. YouTube algorithm favors watch time, making longer content advantageous when retention is maintained
118- **Production tiers**: Lo-fi (smartphone, natural lighting, minimal editing -- authentic feel), mid-fi (basic lighting, external mic, simple graphics), and hi-fi (professional production, scripted, studio)
119- **Video SEO**: YouTube title and description optimization, tags, thumbnails (CTR optimization), chapters, cards, end screens, and embedding strategy for website SEO
120- **Live video**: Platform selection (YouTube Live, Instagram Live, TikTok Live, LinkedIn Live, Twitch), preparation checklist, engagement tactics, and repurposing live content
121- **Video distribution**: Platform-native uploads vs cross-posting, platform-specific optimization (aspect ratios, captions, lengths), and distribution scheduling
122 
123## Process
124 
125### New Channel Evaluation (Most Common Use Case)
126 
1271. **Audience validation** -- Confirm the target audience is active on the channel in question. Check platform demographics, usage data, and competitor presence. Do not invest in a channel because it is trendy; invest because the audience is there.
1282. **Competitive landscape** -- Analyze what competitors and adjacent brands are doing on the channel. Identify gaps and opportunities. Determine if there is a first-mover advantage or if the channel is already saturated.
1293. **Resource assessment** -- Determine the minimum viable investment (time, budget, content production) required to test the channel meaningfully. Most emerging channels require consistent effort over 3-6 months before yielding reliable data.
1304. **Pilot design** -- Create a 90-day pilot plan with specific content cadence, engagement strategy, and success metrics. Define what "success" looks like at the end of the pilot to make a continue/stop/scale decision.
1315. **Content strategy** -- Develop channel-specific content that respects platform norms and user expectations. Repurpose existing content where possible, but always adapt to the platform format rather than cross-posting identical content.
1326. **Measurement framework** -- Set up tracking for both leading indicators (followers, engagement, reach) and lagging indicators (website traffic, leads, sales) attributed to the channel.
1337. **Execute and learn** -- Run the pilot, document what works and what doesn't, adjust the strategy based on data, and make the continue/stop/scale decision at the end of the pilot period.
1348. **Scale or sunset** -- If the pilot succeeds, build a sustained strategy with increased resources. If it fails, document the learnings, sunset the effort, and redirect resources.
135 
136### Social Commerce Setup
137 
1381. **Platform selection** -- Choose the social commerce platform(s) based on audience presence, product type, and technical requirements. Visual products thrive on Instagram and Pinterest. Trend-driven products thrive on TikTok. Considered purchases benefit from YouTube.
1392. **Storefront setup** -- Configure the platform's shopping features: product catalog upload, collection organization, shipping and return policies, and payment integration.
1403. **Product content optimization** -- Create product listings optimized for social context. Social product descriptions should be shorter, more conversational, and benefit-focused compared to website listings. Product images should match the platform's visual style.
1414. **Shoppable content strategy** -- Plan the content calendar with a mix of shoppable and non-shoppable content. Aim for a ratio where no more than 30-40% of content is directly shoppable to avoid audience fatigue.
1425. **Live shopping integration** -- If applicable, plan live shopping events with hosts, products, and promotional cadence. Schedule during peak audience activity hours.
1436. **Measurement setup** -- Configure platform analytics, UTM tracking for external attribution, and revenue tracking per platform and content type.
144 
145## Reference Files
146 
147- `voice-search.md` -- Voice query patterns, content optimization tactics, speakable schema implementation, and voice commerce integration guides
148- `visual-search.md` -- Image optimization checklists, visual search platform guides, structured data templates, and visual commerce implementation
149- `conversational-commerce.md` -- WhatsApp Business setup, chatbot design frameworks, SMS compliance guides, and conversation flow templates
150- `social-commerce.md` -- Platform-by-platform setup guides, product listing optimization, live shopping playbooks, and social storefront best practices
151- `community-building.md` -- Platform selection matrices, community launch playbooks, moderation frameworks, health metric dashboards, and growth strategies
152- `podcast-marketing.md` -- Branded podcast launch guide, advertising rate benchmarks, guest pitching templates, and podcast SEO checklists
153- `video-marketing.md` -- Format-by-platform guides, production tier specifications, video SEO checklists, and distribution strategy frameworks
154- `web3-decentralized.md` -- Blockchain-based marketing, tokenized loyalty programs, NFT utility campaigns, decentralized social platforms, DAO marketing, and Web3 measurement frameworks
155- `ai-marketing-tools.md` -- AI marketing tool landscape, use-case selection, workflow integration, disclosure requirements, and AI content quality assurance
156 
157## Output Formats
158 
159- **Channel evaluation report**: Audience fit assessment, competitive analysis, resource requirements, 90-day pilot plan, success metrics, and go/no-go recommendation
160- **Social commerce plan**: Platform selection rationale, storefront setup checklist, content strategy, live shopping calendar, and revenue projections
161- **Conversational commerce flow**: Chatbot conversation map, message templates, escalation rules, and integration specifications
162- **Community launch plan**: Platform selection, launch timeline, initial content plan, moderation guidelines, growth milestones, and health metrics dashboard
163- **Podcast strategy**: Format recommendation, content calendar, production specifications, distribution plan, and measurement framework
164- **Video content plan**: Platform-specific content calendar, production specifications per format, SEO optimization checklist, and distribution schedule
165- **Voice/visual search audit**: Current optimization status, gap analysis, implementation roadmap, and expected impact
166 
167## Edge Cases
168 
169### Platform-Restricted Industries
170Cannabis, CBD, firearms, adult products, and certain pharmaceutical products cannot advertise on most platforms and face restrictions on social commerce features. For these industries, focus on owned channels (website, email, SMS with compliance), community building on platforms that permit the category, SEO and content marketing, and compliant influencer partnerships. Always verify current platform policies as they change frequently.
171 
172### B2B Community Building
173B2B communities operate differently from B2C. Members join for professional development, networking, and problem-solving rather than brand fandom. Slack and LinkedIn Groups tend to outperform Discord for B2B. Content should be practitioner-focused, not promotional. The community must deliver professional value independent of the product. Moderation is typically lighter but quality standards are higher.
174 
175### Podcast Measurement Limitations
176Podcast attribution remains challenging. Downloads do not equal listens. Listener demographics are estimated, not measured. Cross-device tracking is unreliable. Mitigate by using unique promo codes, vanity URLs, and post-purchase surveys ("How did you hear about us?"). Accept that podcast marketing is often a brand/awareness investment with indirect attribution. Do not hold podcasts to the same direct-response metrics as paid search.
177 
178### Voice Search for Non-English Languages
179Voice search optimization for non-English languages requires language-specific considerations. Natural language patterns, question structures, and colloquial expressions vary by language and dialect. Schema markup should use hreflang tags and language-specific structured data. Voice assistant capabilities and market penetration vary by language and region (Google Assistant vs Alexa vs Siri market share differs significantly by country).
180 
181### Social Commerce in Non-US Markets
182In China, WeChat Mini Programs and Douyin (Chinese TikTok) dominate social commerce with capabilities far beyond Western platforms. In Southeast Asia, LINE and Shopee Live are major channels. In Korea, KakaoTalk commerce is significant. Do not assume Instagram and TikTok Shop are the default everywhere. Research market-specific platforms and behaviors before building a social commerce strategy for international markets.
183 
184### Community Toxicity Management
185Even well-managed communities face toxicity challenges. Build clear community guidelines before launching, not after problems arise. Implement graduated enforcement (warning, temporary mute, temporary ban, permanent ban). Use AI moderation for first-pass filtering combined with human review for context-dependent decisions. Establish an appeals process. Document and respond to patterns (coordinated harassment, hate speech, misinformation) with transparent policy enforcement. Burnout among community managers is a real risk; plan for adequate staffing and rotation.
186 
187## Related Skills
188 
189- **SEO** -- Voice search and visual search overlap with organic search optimization strategies
190- **Paid Advertising** -- Social commerce ad integrations, TikTok Shop Ads, and click-to-message ad formats
191- **Content Engine** -- Content creation for video, podcast, and community channels
192- **Influencer & Creator Marketing** -- Creator partnerships for social commerce, podcast guesting, and community seeding
193- **Growth Engineering** -- Community-led growth, viral loops through social features, and referral amplification
194- **CRO** -- Conversion optimization for social storefronts, chatbot funnels, and voice commerce flows
195- **Analytics & Insights** -- Measurement and attribution for emerging channels with limited native analytics
196 
197## Agents Used
198 
199- **social-media-manager** — Platform-native social commerce strategy, community management, content calendar planning, social listening, UGC curation, and cross-platform engagement optimization
200 

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