indranilbanerjee

Design A/B and multivariate tests. Use when: sample size calculation, testing hypothesis, CRO experimentation.

Generate platform-specific ad copy. Use when: Google RSA, Meta, LinkedIn, TikTok ad variations with quality scoring.

Audit AI search visibility. Use when: checking brand presence in ChatGPT, Perplexity, AI Overviews, Gemini.

Optimize AI engine visibility. Use when: AEO/GEO strategy, citation optimization, entity consistency across AI platforms.

Portfolio-level agency dashboard aggregating health metrics across all client brands — campaign status, budget pacing, KPI attainment, team utilization. Use when reviewing cross-brand portfolio health, preparing for agency leadership standups, or getting a single-view snapshot of all client accounts.

Analyze marketing performance. Use when: KPI frameworks, attribution modeling, anomaly investigation, measurement strategy.

Detect marketing anomalies. Use when: traffic drops, cost spikes, conversion changes, deliverability issues, budget overruns.

Set up attribution models. Use when: multi-touch attribution, credit distribution rules, GA4 config, channel contribution.

Process multiple content pieces through a prioritized, checkpointed queue with progress tracking and per-piece quality gates

Add a custom MCP connector — connect any API or service to ContentForge via .mcp.json configuration.

Track content quality scores, pipeline timing, and compliance trends with insights and alerts.

Audit content library for freshness decay, coverage gaps, and optimization opportunities.

Generate research-backed content briefs with keywords, competitors, intent, and SEO strategy from a topic.

Plan content calendars with scheduling, deadlines, team assignments, and Google Calendar sync.

Set up an MCP connector with step-by-step instructions. Use to connect Notion, Canva, Webflow, etc.

Show the ContentForge user guide, available skills, pipeline overview, examples, and troubleshooting

Embed C2PA (Content Authenticity Initiative) provenance manifests into SocialForge AI-generated assets — images, video, audio. Use when: preparing AI-generated social posts for EU markets to comply with EU AI Act Article 50 (applicable 2 Aug 2026); making AI generation disclosure machine-readable; signing already-generated assets retroactively; auto-signing newly generated assets when c2pa_auto_sign is enabled in brand profile.

Adapt post copy per platform — character limits, hashtags, CTAs, tone, and compliance checking.

Set up and manage brand profiles. Use when: configuring a new brand, updating brand config, or switching brands.

Core creative engine. Generates images and video using 4 modes with brand assets, AI compositing, and platform resizing.

Run the complete end-to-end production pipeline — parse, match, compose, copy, preview, review, finalize.

Generate short-form video clips via a 5-stage human-in-the-loop pipeline: concept, keyframes, video generation, and delivery.

Index brand photo library using AI vision. Use when: setting up assets, adding new photos, or refreshing the index.

Match brand assets to calendar posts and assign creative modes. Use when: after calendar parsing or asset re-matching.

Enterprise AEO strategist for SEO/AEO practitioners on retainer client work. Use for any AEO or AI visibility task: audits, strategy, content briefs, schema markup, query libraries, competitive displacement, monthly reports, llms.txt, roadmaps, CMO explainers, client onboarding, tracking setup, and PR targeting. Covers 12 verticals (Pharma, BFSI, Real Estate, SaaS, Retail, Healthcare, EdTech, Legal, Manufacturing, Hospitality, Automotive, Media) and 8 markets (India, US, UK, UAE, SEA, Europe, Australia, Africa). Trigger for: AEO audit, AEO strategy, content brief, schema markup, query library, competitor AEO, AI Share of Voice, monthly AEO report, llms.txt, "why isn't [brand] in AI answers", "how do I get cited by ChatGPT/Gemini/Perplexity", roadmap, new client onboarding, tracking setup, PR targets, parametric knowledge, RAG optimization, AI crawler access, or any generative engine optimization task.