Research an Amazon India product idea: category, price band, BSR, weight, rating, demand, competition, return/gating/brand risk, beginner fit and an overall 0-100 opportunity score. Every figure is labelled Live, Estimated, Historical or Demo.

Estimate monthly demand, demand level, trend direction and seasonality for a product on Amazon India, and return a launch decision (Strong Opportunity to Avoid). Estimates are modelled, never measured Amazon sales data.

Analyse the Amazon India competitive landscape for a keyword: competition level, price and rating averages, review barrier, brand dominance, listing and image quality, weak listings, and bundle / differentiation / keyword opportunities.

Calculate Amazon India per-order profitability: referral fee, closing fee, FBA / Easy Ship / Self Ship fulfilment cost, GST on fees, return reserve, total cost, profit, margin, ROI, break-even price and a recommended selling price, with a beginner-friendly explanation.

Research sourcing for a product in India (Parrys, Chennai, Tamil Nadu or nationwide). Returns supplier records only when a supplier data API is configured; otherwise returns real, publicly known wholesale markets, manufacturing clusters and B2B directories plus a verification checklist. Supplier names, prices and MOQs are never invented.

Analyse customer reviews for a product on Amazon India: most common complaints grouped by theme with mention counts, most appreciated features, quality / packaging / size / usability problems, defects, and recommended product improvements and differentiation.

Research Amazon India keywords for a product: primary, secondary, long-tail and related keywords, search intent, keyword priority, backend search terms, and where to place each keyword across title, bullets, description and backend fields.

Generate an Amazon India listing: SEO title plus alternatives, five benefit-led bullet points, product description, backend search terms, keyword placement strategy, main / lifestyle / infographic / comparison image direction, packaging advice and a compliance checklist.

Estimate monthly and annual revenue for an Amazon India listing from units sold, a best-seller rank, or Amazon's 'X bought in past month' badge. Supply product_cost to also get monthly and annual profit. Returns a range plus the method used, never a single false-precision number.

Profile every competitor for a keyword on Amazon India: estimated monthly units and revenue, market share, market size and concentration. Flags which competitors are NEW sellers (low review count - proof a newcomer can rank) and which clear a minimum monthly sales bar (300 units by default), then gives an entry verdict.

Aggregate Amazon India's 'X bought in past month' badges across a keyword: how many listings show one, total units, implied revenue, which listings clear a minimum monthly sales bar, and an overall demand verdict. The badge is Amazon's own published figure, making it the most reliable free sales signal available.

Measure the review barrier for an Amazon India keyword: total, median, quartile and range of competitor review counts, rating spread, how many months it would take to match the median, which listings are beatable on reviews or rating, and how many are new sellers.

Decide whether a product has evergreen (year-round) demand or is seasonal / a fad, using up to 5 years of search interest. Returns an evergreen score 0-100, a verdict (Evergreen to Highly Seasonal), stability / flatness / demand-floor / growth components, and inventory guidance. Uses live Google Trends when enabled - free, no API key.

Analyse product imagery on Amazon India. Pass an ASIN to pull one listing's full image gallery, or a product_name to survey image coverage across a search page. Returns image counts, thin galleries you can beat, Amazon's image requirements and a concrete seven-slot gallery plan.

Screen up to 15 product ideas at once against the beginner Amazon India criteria (₹199-₹699 price, under 500 g, 30%+ margin, non-seasonal, affordable first order) and rank them by opportunity score. Omit product_ideas to screen a built-in starter list. Use this to shortlist, then run research_product on the winners.

Turn a product decision into a launch plan for Amazon India: how many units to order, how to split the budget across inventory, samples, photography, ads and buffer, days of stock cover, reorder trigger, affordable ad cost per order, months to recover the budget, a week-by-week timeline, and warnings before you commit cash.

Suggest Amazon Ads (Sponsored Products) keywords for a product: each with a recommended match type (exact / phrase / broad), a suggested bid and bid range derived from your unit profit, priority, and which campaign it belongs in. Harvests terms from competitor titles, and returns negative keywords plus the break-even CPC you must never bid past.

Calculate Amazon Ads bids from unit economics: break-even ACOS (equal to your margin), target ACOS, break-even and target CPC, a bid ladder for exact / phrase / broad / auto match types, clicks needed per order, ad cost per order and profit after ads. Pass current_cpc to check whether a bid you are already running is profitable.

Build a complete Sponsored Products plan for a product on Amazon India: a three-campaign structure (Auto discovery, Manual Exact core, Phrase/Broad expansion) with the budget split across them, default bids per campaign, keyword assignments, negative keywords, projected clicks / orders / ad sales, a weekly optimisation routine, and warnings when the margin cannot support advertising.

Search the web for product, competitor, price and supplier research. Uses DuckDuckGo by default (free, no API key); Brave, Serper, Tavily and Google Programmable Search are supported when a key is configured. Returns live web results, not Amazon data.

Scrape live Amazon India search results for a keyword: ASIN, title, price, rating, review count, 'bought in past month' badge, image and sponsored flag for each listing. Honours robots.txt, an allowlist, a crawl delay and a page budget, and stops if Amazon serves a bot challenge. Requires BROWSER_ENABLED=true and amazon.in in BROWSER_ALLOWED_DOMAINS.

Scrape one live Amazon India product page by ASIN: title, brand, price, rating, review count, best-seller ranks, weight, seller, bullet points, full image gallery and the 'bought in past month' badge, plus a sales and revenue estimate derived from them.

Check how the scraping and data layers are configured: browser enabled, allowlisted domains, robots.txt enforcement, crawl delay, page budget, Playwright availability, search provider, Google Trends status, and anything blocking a live scrape.

Scrape a complete Amazon India listing by ASIN: title, all images, bullet points, description, A+ content, video, specifications table, category path, variations, badges, coupon, seller, delivery, BSR and price/discount. Then grades the listing 0-100 against Amazon best practice and tells you exactly how to beat it.