Find currently trending niche keywords across all configured market sources.

Args: category: Optional category to bias results toward (e.g. "productivity", "gaming"). limit: Maximum number of trending niches to return.

Run full aggregated market research for a niche across all data sources.

Args: niche: The niche or keyword to research, e.g. "notion templates for students".

Analyze the competitive landscape for a niche: competitor count, pricing, saturation, gaps.

Args: niche: The niche to analyze. marketplace: Optional marketplace to scope to ("gumroad" or "etsy").

Analyze review sentiment and recurring themes for products in a niche.

Args: niche: The niche whose reviews should be analyzed.

Extract ranked, actionable customer pain points for a niche, each with a suggested solution.

Args: niche: The niche to extract pain points for.

Compute a normalized 0-100 opportunity score for a niche, with a full weighted breakdown.

Args: niche: The niche to score. suggested_price_usd: Optional price point to factor into the profit-margin component.

Generate a concrete digital product idea for a niche, including title, angle, and audience.

Args: niche: The niche to generate an idea for. product_type: Optional product type to constrain to (e.g. "ebook", "prompt_pack"). Random if omitted. suggested_price_usd: Optional target price.

Generate a structural outline for a previously generated product idea.

Args: product_idea_id: The ID of a product idea previously created via generate_product_idea.

Generate a full chapter-by-chapter ebook for a product idea of type 'ebook'.

Args: product_idea_id: The ID of a product idea with product_type='ebook'.

Generate a categorized AI prompt pack for a product idea of type 'prompt_pack'.

Args: product_idea_id: The ID of a product idea with product_type='prompt_pack'.

Generate an AI image-prompt manifest for a wallpaper pack product idea.

Args: product_idea_id: The ID of a product idea with product_type='wallpaper_pack'.

Generate a structured, printable checklist for a product idea of type 'checklist'.

Args: product_idea_id: The ID of a product idea with product_type='checklist'.

Generate a structured template product (Notion template, planner, cheat sheet, resume pack, or study guide).

Args: product_idea_id: The ID of a product idea whose product_type is one of: notion_template, printable_planner, cheat_sheet, resume_pack, study_guide.

Generate the full SEO/listing package (title, description, keywords, tags, social copy) for a product.

Args: product_idea_id: The originating product idea ID. generated_product_id: The ID of the generated product (from a generate_* tool).

Generate SEO keywords for a product idea.

Args: product_idea_id: The ID of a previously generated product idea.

Generate marketplace tags for a product idea.

Args: product_idea_id: The ID of a previously generated product idea.

Generate a recommended pricing strategy (price, floor/ceiling, tiers) for a product.

Args: product_idea_id: The originating product idea ID. generated_product_id: The ID of the generated product.

Generate an AI image-generation prompt for a product's cover/thumbnail image.

Args: product_idea_id: The originating product idea ID. generated_product_id: The ID of the generated product.

Generate supporting launch marketing assets: social captions, email blurb, launch checklist.

Args: product_idea_id: The originating product idea ID. generated_product_id: The ID of the generated product.

Run the full end-to-end pipeline: generate idea -> outline -> product -> SEO -> zip bundle -> tracking.

This is the "one-shot" tool: give it a niche and it returns a complete, ready-to-publish product.

Args: niche: The niche to build a product for. product_type: Optional product type to constrain to; a suitable type is chosen if omitted. creator_name: Name to use in the generated license file.

Prepare a Gumroad-ready listing (title, description, tags, category, price) for a product.

Args: product_idea_id: The originating product idea ID. generated_product_id: The ID of the generated product.

Prepare an Etsy-ready listing (title, description, tags, category, price) for a product.

Args: product_idea_id: The originating product idea ID. generated_product_id: The ID of the generated product.

Return aggregate performance analytics, optionally scoped to a single niche.

Args: niche: Optional niche to scope the summary to. Returns all products if omitted.

Record a sale event for a product, updating revenue and conversion rate.

Args: product_id: The ID of the generated product that sold. revenue_usd: The revenue amount for this sale, in USD.

Record a view/impression event for a product listing.

Args: product_id: The ID of the generated product that was viewed.

Recommend the best next product to build, learning from historical performance data.

Falls back to trending-signal-based recommendations if there isn't enough sales history yet.