Amazon Daily Competitor Radar
Paste the following prompt into your AI chat to install this skill:
Follow https://skillhub.cn/install/skillhub.md to install @user_790bb7bf/pangolinfo-amazon-tracker.
About this skill
Problem
- Tracking one Amazon ASIN in isolation can miss competitor moves: price cuts, rank shifts, Buy Box changes, review spikes, coupon changes, and new entrants.
- This skill turns daily monitoring into a repeatable SOP: check the target ASIN and SERP, then check category momentum, and optionally inspect reviews, Rufus visibility, seller catalog, and external sentiment.
How it works
- The default
Fastmode targets one ASIN and aims for a sub-60-second report usingsearch_amazon,get_amazon_product, andlist_bestsellers, with alerts for price, rank, Buy Box, rating count, and coupons. - If no keyword is provided, it infers 2-3 traffic words from the PDP
leaf categoryand title terms, then filters out the seller's own brand to preserve hijacker signal. Fullmode addslist_new_releases,get_amazon_reviews,search_amazon_alexa,list_seller_products, andai_searchoverview for new entrants, review comparisons, AI recommendation pool visibility, seller breadth, and off-site sentiment.- A JSON baseline snapshot is stored under
~/.pangolinfo/baselines/; on first run it reports absolute values only and avoids trend arrows without prior data. - It enforces a conservative concurrency limit of 2 scrapeApi calls per turn because 3-way concurrency can trigger
9200.
Boundaries
- Best for sellers or growth advisors who already own a primary ASIN and need daily alerts on price, rank, Buy Box, reviews, new entrants, and AI visibility.
- Not a substitute for product discovery, keyword mining, listing optimization, or inventory and supply-chain analysis.
- All metrics must come from MCP responses; missing fields are stated explicitly rather than estimated.
search_amazon_alexais a slow endpoint, typically 60-90 seconds and up to about 200 seconds, so it should be reserved for Full mode when rank loss or competitor pressure is detected.
Use Cases
- Check the primary ASIN daily for price, Buy Box, and review-count changes to detect competitor cuts or Buy Box takeover.
- Scan top-seller and new-release lists weekly to spot new entrants and shifts in category head concentration.
- If rank falls or competitors crowd the SERP, review negative reviews and Rufus AI visibility to test whether the ASIN was excluded from AI recommendations.
- When a third seller wins the Buy Box, inspect their catalog to separate single-product focus from broad multi-SKU expansion.
Best For
- Amazon sellers who need daily alerts on price, rank, and Buy Box for one primary ASIN.
- Growth consultants who prepare category competitor reports and track best-seller and new-release changes.
- Operations owners investigating rank drops and needing negative reviews plus Rufus AI visibility for diagnosis.
- E-commerce sellers suspecting third-party Buy Box loss and wanting to test whether a rival is scaling multi-SKU inventory.
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