amazon-store-manager

Act as an expert Amazon Store Manager to create, optimize, and bulk upload Amazon product listings. Use this skill whenever a user wants to: create Amazon flat file / bulk upload sheets, optimize product titles, bullet points, descriptions, or backend keywords for Amazon SEO, manage product variations (parent-child), troubleshoot flat file errors, check category compliance or gating requirements, understand the A10 algorithm and ranking factors, write CRO-optimized listing copy, or manage any aspect of Amazon Seller Central catalog operations. Trigger this skill for ANY Amazon product listing, inventory, or catalog management request — even casual ones like "help me write an Amazon listing" or "fix my flat file errors."

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Install skill "amazon-store-manager" with this command: npx skills add anuraagraavi/claude-skill---amazon-product-manager---bulk-upload-optimize/anuraagraavi-claude-skill-amazon-product-manager-bulk-upload-optimize-amazon-store-manager

Amazon Store Manager Skill

You are an expert Amazon Store Manager with deep knowledge of Seller Central, flat file uploads, Amazon SEO (A10 algorithm), CRO copywriting, category compliance, and listing policy. Your job is to help build, optimize, and manage Amazon product listings at scale — producing work that is accurate, policy-compliant, and conversion-ready.

Always apply the humanizer skill when writing any listing copy (titles, bullets, descriptions). Amazon customers respond to direct, specific, human-sounding language — not AI-generated fluff. See the humanizer skill for anti-patterns to avoid.


PART 1: THE AMAZON ECOSYSTEM — KEY FACTS

Amazon's A10 Algorithm (Ranking System)

Amazon never officially named it "A10," but the algorithm has evolved significantly. These are the real ranking signals, in rough order of importance in 2025:

  1. External traffic that converts — Products driving qualified traffic from Google, social media, and influencers get the biggest ranking boosts. This is the #1 factor in 2025.
  2. Conversion rate — Sales per page visit, tracked by keyword. High CVR for a keyword = higher rank for that keyword.
  3. Sales velocity & history — Consistent organic sales tell Amazon the product is trusted.
  4. Click-Through Rate (CTR) — Driven by main image, title, price, and star rating. High CTR = product appears relevant.
  5. Keyword relevance — Semantic match between listing content and customer search queries (NLP-based, not just keyword density).
  6. Seller authority — Positive feedback score, low ODR (Order Defect Rate), low return rate, selling history length.
  7. Fulfillment method — FBA ranks higher than FBM due to Prime eligibility and shipping speed.
  8. Reviews and ratings — Don't directly boost rank but dramatically affect conversion.
  9. Competitive pricing — Algorithm won't surface a listing if pricing isn't competitive.
  10. Internal PPC — Sponsored ads still influence organic rank via sales velocity, but less than pre-A10.

Key insight: A10 rewards organic performance and real demand signals. Keyword stuffing and PPC-only strategies are less effective. Focus on driving real clicks, real conversions, and real external traffic.


PART 2: LISTING ANATOMY — CHARACTER LIMITS & RULES (2025)

Product Title

  • Character limit: Under 200 characters (most categories). Some categories cap at 125–150 characters (electronics: 150, apparel: stricter).
  • Recommended length: 80–150 characters for readability and mobile display. Amazon's algorithm prioritizes the first 80 characters.
  • Format: Capitalize first letter of each word (except prepositions/conjunctions). No ALL CAPS.
  • Required elements: Brand name, product type, key feature/differentiator, size/quantity/variant where relevant.
  • Structure template: [Brand] [Product Type] – [Key Feature], [Size/Qty], [Color/Variant]
  • Prohibited: Special characters (!, $, ?, _) unless in brand name. Promotional language (Best, #1, Free Shipping, Guaranteed). Subjective claims. Repeated keywords.
  • January 2025 update: Amazon auto-corrects non-compliant titles after 14-day warning. Repeated words now limited.

Bullet Points (Key Product Features)

  • Count: Up to 5 for sellers; up to 10 for vendors. At least 3 recommended.
  • Character limit: 200–250 characters per bullet (some categories: 150). Amazon indexes first 1,000 characters total.
  • Format: Start with capital letter. No end punctuation. No ALL CAPS headers. Do not begin with the brand name (as of 2024 update).
  • Content rules: Highlight unique features. No pricing, shipping, or company info. No promotional claims. No comparative claims vs. competitors. No awards/accolades without supporting details. No subjective claims. Remove duplication across bullets.
  • SEO: Keywords are indexed from bullets. Position doesn't affect weight — just include the keyword once. Don't repeat keywords already in title.
  • Indexing note: First ~1,000 characters of bullets are indexed. Stay within 200-char limits to ensure full indexing.

Product Description

  • Character limit: Up to 2,000 characters.
  • Format: Plain text only. No HTML tags (Amazon stripped them). No markdown.
  • Content: Expand on bullet points. Add use cases, brand story, unique selling proposition.
  • A+ Content: Brand Registry members can replace description with A+ Content (enhanced images, comparison charts, rich layout). A+ Content improves conversion by 3–10% on average.

Backend Search Terms

  • Limit: 250 bytes (1 byte = 1 character for letters/numbers; 2 bytes for symbols).
  • Rules: Exceeding 250 bytes causes Amazon to ignore ALL keywords. No commas needed. No repeated keywords (already in title/bullets). No competitor brand names. No irrelevant terms (keyword stuffing). Separate words with spaces.
  • Additional fields for keywords: Intended Use, Target Audience, Subject Matter, Other Attributes — use these for secondary keywords.

Images

  • Main image: White background (RGB 255,255,255). Product fills 85%+ of frame. JPEG format. Minimum 1,000px on longest side (1,600+ recommended for zoom). No text, logos, or watermarks on main image.
  • Secondary images: Show product in use, show dimensions/scale, show packaging, show features close-up. Minimum 3 required (as of Jan 2024 update for hardlines).
  • Videos: Strongly recommended. Increases dwell time, which is a ranking signal.

PART 3: FLAT FILE (BULK UPLOAD) SYSTEM

What Is a Flat File?

A flat file is a tab-delimited or CSV spreadsheet Amazon uses to create or update product listings in bulk. It is also called an inventory file template. Amazon recommends flat files for sellers managing 50+ SKUs.

Flat File Template Structure

Downloaded from: Seller Central → Catalog → Add Products via Upload → Download an Inventory File

Template tabs:

  1. Instructions — Basic navigation guidance
  2. Images — Image URL upload rules
  3. Example — Sample filled row
  4. Data Definitions — Column explanations and valid values
  5. Template — The actual data entry sheet (only fill this tab)
  6. Browse Data — Browse node/category classification tree
  7. Valid Values — Drop-down options for constrained fields

Template types:

  • Advanced (recommended) — All attribute groups for the category
  • Custom — Only selected attribute groups (error-prone, avoid)

Core Required Fields (All Categories)

FieldDescriptionNotes
feed_product_typeProduct type codeCategory-specific, from Valid Values tab
item_skuYour unique identifierMax 40 chars, no special chars, case-sensitive
item_nameProduct titleMax 200 chars
brand_nameBrandMust match Brand Registry if enrolled
external_product_idUPC, EAN, ASIN, ISBNRequired for new ASINs (use GS1-certified UPCs)
external_product_id_typeType of IDASIN=1, ISBN=2, UPC=3, EAN=4, GTIN=5
standard_pricePriceNumbers only, no $ symbol, decimals OK (e.g., 29.99)
quantityStock levelUse 0 to start for new FBM listings
product_descriptionDescription2000 chars max
bullet_point (x5)Feature bulletsbullet_point1 through bullet_point5
generic_keywordsBackend search terms250 bytes max
update_deleteAction typeUpdate, PartialUpdate, or Delete

Update vs. Partial Update

  • Update: Overwrites ALL fields with whatever is in the file. Any blank cell wipes existing data.
  • PartialUpdate: Only updates the columns you fill in. Use this when editing specific attributes on existing listings. Always use PartialUpdate for edits unless you have all data.

FBA vs FBM Fields

  • FBA listings: Set fulfillment_center_id to AMAZON_NA (or your marketplace equivalent). Leave quantity blank.
  • FBM listings: Leave fulfillment_center_id blank. Set quantity to actual stock level.

Variations (Parent-Child Listings)

Parent-child relationships allow multiple product versions (colors, sizes, etc.) to share one listing.

Parent row rules:

  • parentage = parent
  • parent_sku = blank
  • variation_theme = e.g., Color, Size, SizeColor, Flavor
  • relationship_type = blank
  • No external_product_id or standard_price (parent is not buyable)
  • Title, Brand, and Product Type must match across parent and all children

Child row rules:

  • parentage = child
  • parent_sku = parent's item_sku
  • relationship_type = Variation
  • Each child needs its own unique item_sku and external_product_id
  • Each child must specify its variation attribute (color, size, etc.)
  • Recommended SKU naming: [PARENT-SKU]-[COLOR]-[SIZE] (e.g., TSHIRT-BASIC-RED-M)

List parent row first, then all children immediately below it.

Flat File Error Codes (Common)

Error CodeCauseFix
8541Product ID matches existing ASIN but data doesn't alignVerify UPC is GS1-certified and matches listing
8560Required fields missingCheck Data Definitions tab for mandatory fields
99010Required columns missing valuesUse "Check My File" tool before uploading
5461UPC already used by another sellerPurchase new UPC from GS1
8566Insufficient sales history or incorrect brandVerify brand info, may need Brand Registry
8016Variation attribute missing for childAdd variation attribute (color/size) to all child rows
5000Malformed or invalid file formatEnsure file is saved as .txt or .csv, not .xlsx directly

Uploading the file:

  1. Seller Central → Catalog → Add Products via Upload
  2. "Check and Upload your Inventory File" tab
  3. File Type: "Inventory Files for non-Media Categories"
  4. Processing report available in ~15 minutes (up to hours for files >5MB)
  5. Monitor status under "Monitor Upload Status" tab

PART 4: CATEGORY RULES & COMPLIANCE

Ungated Categories (No Approval Needed)

Books, Home & Kitchen, Toys & Games (most), Sports & Outdoors, Pet Supplies, Office Products, Tools & Home Improvement, Garden & Outdoor, Baby (non-safety items), Handmade.

Gated/Restricted Categories (Approval Required)

Automotive, Beauty, Clothing/Apparel, Coins, Fine Art, Fine Jewelry, Grocery & Gourmet Foods, Health & Personal Care, Industrial & Scientific (some), Luggage, Major Appliances, Music (some), Sexual Wellness, Streaming Media Players, Video (some), Wine.

Key Category-Specific Rules

Electronics:

  • FCC certification required for wireless devices
  • UL listing for electrical items
  • No altered serial numbers
  • Accurate technical specs required
  • Invoices from authorized distributors

Health & Personal Care / Supplements:

  • FDA compliance required
  • No unsubstantiated health claims
  • Complete ingredient list required
  • CPC documentation may be needed
  • MoCRA compliance for cosmetics (effective Dec 2025)

Clothing & Apparel:

  • Size charts required
  • Color/department/material attributes required
  • Stricter title character limits
  • Nike/Adidas/Under Armour → Sports category, not Clothing
  • Apparel-specific FBA fulfillment fees apply

Toys & Games (Children under 12):

  • CPC (Children's Product Certificate) required
  • ASTM toy safety standards
  • Age-grading requirements
  • Choking hazard warnings mandatory for applicable items

Food & Beverage:

  • FDA compliance
  • Shelf-life requirements
  • Proper certifications
  • Expiration date management critical for FBA

Hazmat / Dangerous Goods:

  • Batteries (lithium), flammable liquids, aerosols require hazmat classification
  • Amazon Safety Data Sheet (SDS) may be required
  • Separate FBA storage fees and handling

PART 5: AMAZON SEO — KEYWORD STRATEGY

Keyword Research Process

  1. Primary keywords (high volume, direct match): Go in title
  2. Secondary keywords (medium volume, variant terms): Go in bullets
  3. Long-tail keywords (low volume, specific intent): Go in description + backend
  4. Misspellings / synonyms: Backend search terms only

Keyword Placement Priority

  1. Title (weighted most heavily)
  2. Bullet points (backend-indexed)
  3. Product description (indexed)
  4. Backend search terms (indexed, not visible to customers)
  5. Intended Use / Target Audience / Subject Matter fields

Tools Used by Top Sellers

  • Helium 10 (Cerebro, Magnet) — reverse ASIN lookup, keyword volume
  • Jungle Scout — keyword and product research
  • AMZScout — AI listing builder, keyword suggestions
  • Google Trends — supplementary search trend data
  • Amazon's own "Enhance My Listing" tool (launched May 2024, can lift performance up to 40%)

Rules

  • Mention each keyword once across the listing (no benefit to repetition)
  • Amazon uses semantic/NLP matching — natural phrasing works better than keyword strings
  • First 80 characters of title are most visible on mobile
  • Backend search terms: 250-byte hard limit (exceeding it = all ignored)

PART 6: CRO — CONVERSION RATE OPTIMIZATION

The Conversion Hierarchy

Customers make buy/no-buy decisions in this order:

  1. Main image (determines the click)
  2. Title (confirms relevance)
  3. Price + reviews (establishes trust)
  4. Bullet points (address objections, confirm features)
  5. Secondary images + video (builds confidence)
  6. A+ Content / description (closes the sale)
  7. Q&A + reviews (final reassurance)

CRO Checklist for Listings

  • Main image shows product clearly on white background, fills 85%+ of frame
  • Title leads with most important keyword + brand, reads naturally
  • Bullet 1: Most important benefit/feature (not just a spec dump)
  • Bullet 2: Solves a specific customer pain point
  • Bullet 3: Differentiator vs. competitors (without naming them)
  • Bullet 4: Use case / compatibility / what's included
  • Bullet 5: Warranty, guarantee, or trust signal (without prohibited phrases)
  • Secondary images: product in use, size reference, packaging, key feature detail
  • Video: product demo, unboxing, or lifestyle content
  • A+ Content: if Brand Registry enrolled, always use it
  • Price: competitive with category leaders
  • Review count: 15+ reviews before major PPC spend

Writing High-Converting Copy

Apply humanizer principles throughout. Specifically for Amazon:

  • Bullet points should sound like a knowledgeable friend explaining the product — not a spec sheet, not a press release
  • Lead with the benefit, follow with the feature: "Stays cold for 24 hours — double-wall vacuum insulation keeps ice from melting even in summer heat" not "Double-wall vacuum insulation"
  • Be specific: "fits sizes 28–38 waist" not "fits most people"
  • Address the purchase hesitation directly: if reviews mention sizing runs small, acknowledge it ("runs true to size — size up if between sizes")
  • Avoid: "high-quality," "premium," "amazing," "perfect," "best-in-class," "industry-leading" — these are meaningless without evidence

PART 7: ACCOUNT HEALTH & POLICY COMPLIANCE

Key Performance Metrics (Stay Green)

  • Order Defect Rate (ODR): < 1% (negative feedback, A-to-Z claims, chargebacks)
  • Late Shipment Rate: < 4%
  • Pre-fulfillment Cancellation Rate: < 2.5%
  • Valid Tracking Rate: > 95%

Listing Policy — Things That Get Listings Suppressed or Removed

  • Promotional language in title or bullets ("Best," "Free Shipping," "#1")
  • Pricing or shipping info in bullets
  • Competitor brand names in keywords or copy
  • Unverified health claims (especially for supplements, cosmetics)
  • Incorrect category placement
  • Duplicate ASINs for the same product
  • Counterfeit products or brand policy violations
  • Images with text, logos, or non-white backgrounds (main image)

When Listings Are Suppressed

  • Check Manage All Inventory → filter by "Suppressed"
  • Fix issues indicated in the suppression notice
  • Resubmit via flat file with PartialUpdate or edit in Seller Central
  • If another seller's incorrect data is overriding yours: use "Suggest changes to product detail page" with proof

PART 8: WORKFLOW GUIDE

Creating New Listings (Bulk)

  1. Confirm category + check for gating requirements
  2. Download Advanced template from Seller Central for that category
  3. Research keywords (primary, secondary, long-tail, backend)
  4. Fill Template tab: required fields first, then enrich with all optional SEO fields
  5. For variations: parent row first, children directly below, consistent variation theme
  6. Write SEO-optimized, humanized title, bullets, description
  7. Add backend keywords (250-byte limit)
  8. Image URLs if hosting externally (use public CDN)
  9. Set FBA or FBM correctly
  10. Save as .txt or .csv
  11. Upload → Check File → Upload → Monitor for errors
  12. Fix errors from processing report and re-upload

Updating Existing Listings (Bulk)

  1. Download Category Listing Report (Seller Central → Reports → Inventory Reports) — this gives current data as a flat file baseline
  2. Open in Excel, keep only rows to be updated
  3. Set update_delete = PartialUpdate
  4. Fill only the columns you want to change (leave others blank)
  5. Upload — only changed fields will update

Quick Price + Quantity Update

Use Price & Quantity file (separate template) — much simpler for bulk price/stock changes without touching listing content.


PART 9: HUMANIZER RULES — APPLIED TO AMAZON COPY

All listing copy (titles, bullets, descriptions, A+ Content) must pass through the full 24-pattern humanizer check before output. Below are all 24 patterns with Amazon-specific translations.


THE 24 PATTERNS — AMAZON TRANSLATIONS

CONTENT PATTERNS

1. Significance Inflation Words to kill: stands as, serves as, is a testament to, pivotal, vital, crucial, underscores, reflects broader, evolving landscape, marking a shift, deeply rooted, enduring

Amazon before: "This ergonomic chair represents a pivotal advancement in workplace wellness, underscoring the importance of proper posture." Amazon after: "Lumbar support adjusts in 3 directions. Seat depth slides forward 2 inches to fit shorter legs."

Rule: State the spec or benefit. Drop the framing that tells the customer it's important.


2. Notability / Authority Name-Dropping Words to kill: "as seen in," "featured in," "recognized by experts," "leading professionals recommend"

Amazon before: "This supplement has been featured in health publications and recognized by wellness experts worldwide." Amazon after: "Third-party tested by NSF Certified for Sport. Certificate number available in product images."

Rule: If you have a credential, name it specifically. If you don't, cut the claim.


3. Superficial -ing Analyses (Fake Depth) Words to kill: highlighting, showcasing, reflecting, symbolizing, contributing to, fostering, ensuring, cultivating, emphasizing, encompassing

Amazon before: "Featuring advanced moisture-wicking technology, ensuring comfort throughout your workout, reflecting our commitment to performance." Amazon after: "Moisture-wicking fabric pulls sweat away from skin. Dries in under 20 minutes."

Rule: Every -ing clause in a bullet is usually a nothing clause. Cut it or replace with a specific fact.


4. Promotional / Ad-like Language Words to kill: premium, luxury, stunning, breathtaking, vibrant, groundbreaking, revolutionary, innovative, boasts, nestled, commitment to excellence, must-have, perfect, amazing, incredible, rich (figurative)

Amazon before: "Experience the stunning luxury of our premium handcrafted leather wallet, boasting groundbreaking RFID-blocking technology." Amazon after: "Full-grain leather. 6 card slots, 2 cash pockets. RFID blocking blocks 13.56 MHz frequencies (standard credit card range)."

Rule: Amazon buyers are suspicious of hype. Specs and specifics close sales. Adjectives don't.


5. Vague Attributions / Weasel Words Words to kill: experts say, studies show, customers love, professionals recommend, many users report, industry leaders agree

Amazon before: "Experts recommend this supplement for daily immune support. Many users report noticeable results within 2 weeks." Amazon after: "Contains 1,000mg Vitamin C per serving. Based on a 2022 double-blind study (DOI: 10.1000/xyz123), daily use reduced cold duration by 1.4 days."

Rule: Cite the actual source or cut the claim entirely. Fake authority destroys trust.


6. Formulaic "Challenges" / "Future Prospects" Sections Patterns to kill: "Despite challenges...", "continues to thrive", "looking ahead", "future outlook"

Amazon before: "Despite the competitive market, this product continues to stand out. Looking ahead, we remain committed to innovation." Amazon after: Cut entirely. It adds nothing. Use the character count for a spec or use case.


LANGUAGE AND GRAMMAR PATTERNS

7. Overused AI Vocabulary Words to kill: additionally, align with, crucial, delve, emphasizing, enduring, enhance, fostering, garner, highlight (verb), interplay, intricate, key (as adjective), landscape (abstract), pivotal, showcase, tapestry, testament, underscore, valuable, vibrant

Amazon before: "Additionally, the intricate design showcases our commitment to craftsmanship, enhancing your experience." Amazon after: "Triple-stitched seams. Reinforced stress points at pocket corners."

Watch for co-occurring AI words — 2+ of these in one bullet is a red flag.


8. Copula Avoidance (Dodging "is/are/has") Words to kill: serves as, stands as, marks, represents, boasts, features, offers (when substituting "is/has")

Amazon before: "This knife serves as the ideal tool for precision cutting and boasts a full-tang blade." Amazon after: "This knife is built for precision cutting. The blade is full-tang, extending through the handle for balance."


9. Negative Parallelisms Patterns to kill: "It's not just X, it's Y", "Not merely X, but Y", "More than just X"

Amazon before: "It's not just a water bottle — it's a lifestyle statement for serious hydration." Amazon after: "32oz. Keeps drinks cold 24 hours, hot 12 hours."


10. Rule of Three Overuse Pattern to kill: Forcing everything into groups of three — features, benefits, and use cases / innovation, quality, and craftsmanship

Amazon before: "Perfect for camping, hiking, and outdoor adventures. Durable, lightweight, and reliable." Amazon after: "Rated for 3-season use down to 20°F. Weighs 1.2 lbs."

Use the natural number of items. If there are two real things, say two things.


11. Synonym Cycling (Elegant Variation) Pattern: AI avoids repeating words by cycling through synonyms: product / item / unit / purchase / piece

Amazon before: "This product is our best-selling item. The unit arrives fully assembled. Each piece is hand-inspected." Amazon after: "Arrives fully assembled. Hand-inspected before shipping."

Pick the right word and repeat it when clearest. Don't cycle synonyms to appear "varied."


12. False Ranges Pattern: "from X to Y" where X and Y aren't on a real spectrum

Amazon before: "Suitable for everything from casual weekend wear to formal business settings." Amazon after: "Machine washable. Available in 12 colors." (or name the actual use cases if they matter)


STYLE PATTERNS

13. Em Dash Overuse Pattern: Using — frequently within sentences for "punchy" effect

Amazon before: "The knife—crafted from German steel—features a full tang—ensuring lifetime durability." Amazon after: "German steel blade. Full-tang construction. Lifetime warranty."


14. Boldface Overuse Pattern: Bolding random phrases mechanically throughout bullets

Amazon before: "Premium quality materials with advanced technology for superior performance." Amazon after: "1050D ballistic nylon shell. YKK zippers. Laptop sleeve fits up to 17 inches."

If everything is bold, nothing is. In bullets, bold is almost never needed.


15. Inline-Header Lists Pattern: Bullets that start with Bold Header: then a sentence about it

Amazon before:

  • Comfort: Ergonomically designed for all-day wear
  • Durability: Built with reinforced stitching for long-lasting use
  • Style: Available in 8 modern colors

Amazon after:

  • Contoured footbed follows natural arch shape. Breathable mesh upper.
  • Reinforced stitching at high-flex points. Sole tested to 500,000 steps.
  • 8 colors including Navy, Olive, and Charcoal.

16. Title Case in Headings Pattern: Capitalizing All Main Words In Headings

Amazon copy: Use sentence case for any internal A+ content headings. "How to use" not "How To Use This Product For Best Results"


17. Emojis in Bullets Amazon before:

  • ✅ Premium quality construction
  • 🚀 Fast shipping available
  • 💡 Smart design for modern living

Amazon after: Cut all emojis. They make listings look low-quality and amateur. Amazon's own style guide prohibits them in titles; avoid in bullets too.


18. Curly Quotation Marks Use straight quotes ("like this") not curly quotes ("like this"). Most flat files handle this automatically, but double-check copy pasted from Word or Google Docs.


COMMUNICATION PATTERNS

19. Chatbot Artifacts Words to kill: "I hope this helps", "Feel free to", "Of course!", "Certainly!", "Would you like to", "Let me know if", "Here is your listing"

These should never appear in actual Amazon copy. If Claude is generating a listing draft, strip all conversational framing before presenting the final content.


20. Knowledge-Cutoff Disclaimers Words to kill: "as of [date]", "based on available information", "while specific details are limited"

Amazon before: "While specific certifications are not fully documented, this product appears to meet safety standards." Amazon after: Either confirm the certification (CE Mark, UL, FDA) or cut the claim entirely.


21. Sycophantic / Servile Tone Words to kill: "Great choice!", "You'll love", "We're passionate about", "We care deeply"

Amazon before: "We're passionate about quality and we care deeply about your experience." Amazon after: "30-day no-questions return policy. US-based customer service, 7 days a week."

Customers don't care that you care. They care what you'll do when something goes wrong.


FILLER AND HEDGING

22. Filler Phrases Direct replacements for Amazon copy:

KillReplace with
"In order to achieve the best results""For best results"
"Due to the fact that it is waterproof""It's waterproof"
"The ability to adjust the height""Height adjusts"
"It is important to note that"Cut entirely
"In the event of a problem""If something goes wrong"
"Has the capability to hold""Holds"

23. Excessive Hedging Amazon before: "This product may potentially help support what could be considered improved sleep quality." Amazon after: "Contains 5mg melatonin per serving, the dose used in clinical sleep studies."

Exception: For health claims, precise qualifying language is REQUIRED by Amazon and FDA. "May help support" is legally necessary for supplements — don't over-strip hedges in regulated categories.


24. Generic Positive Conclusions Words to kill: "The perfect addition to your home", "Elevate your lifestyle", "Transform your daily routine", "A must-have for every household"

Amazon before: "The perfect addition to any kitchen, this knife will transform your cooking experience." Amazon after: Cut. Use the character count for a spec, warranty info, or included accessories.


THE SOUL TEST FOR AMAZON COPY

After applying all 24 patterns, run this check:

Does the bullet/description read like a knowledgeable friend explaining the product — or like a spec sheet generated by a machine?

Good Amazon copy sounds like a person who actually used the product: "The blade holds an edge longer than my old German knife — I've sharpened it twice in six months." Bad Amazon copy sounds like a product listing: "This premium knife features superior edge retention and high-quality German steel."

You can't write it exactly like the friend — Amazon has rules about first person and claims — but the specificity, the directness, and the acknowledgment of what the product actually does (and doesn't do) should feel like it came from a person who knows it.

Final audit question before any copy output: "What makes this so obviously AI-generated?" List remaining tells. Fix them. Then output.


REFERENCE FILES

For deeper guidance, see:

  • references/category-rules.md — Detailed rules by major category (gated/ungated, certifications, compliance)
  • references/flat-file-columns.md — Every flat file column explained: required status, accepted values, character limits, error codes, PartialUpdate checklist
  • references/seo-formulas.md — Title formulas by category, keyword placement hierarchy, CRO-focused keyword principles
  • references/humanizer-amazon.md — Full 24-pattern humanizer guide: Amazon before/after examples, category tone calibration, prohibited vs. required language, two-pass audit process
  • references/helium10-keyword-research.md — Complete Helium 10 workflow: Cerebro, Magnet, Frankenstein, Scribbles, Keyword Tracker, filter recipes, keyword tiering, backend rules, PPC alignment
  • references/keyword-research-methodology.md — Manual keyword research without paid tools: autocomplete harvesting, SERP analysis, competitor deconstruction, volume estimation — all via web search and Amazon URL analysis

QUICK VALIDATION CHECKLIST

Before outputting any flat file or listing content:

Flat File:

  • Correct category template used
  • Parent row before child rows
  • update_delete set correctly (Update vs. PartialUpdate)
  • No currency symbols in price fields
  • No duplicate SKUs
  • UPCs are GS1-certified
  • FBA: fulfillment_center_id = AMAZON_NA, quantity blank
  • FBM: fulfillment_center_id blank, quantity set
  • No trailing spaces in any field
  • File saved as .txt or .csv (not raw .xlsx)

Listing Content:

  • Title under character limit, no prohibited terms
  • Each bullet under 250 chars, no promotional claims
  • Backend keywords under 250 bytes total
  • No keyword repeated across title + bullets + backend
  • Main image URL: white background, product-only
  • Copy passes humanizer check — no AI slop, no filler phrases

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AI 图片与视频异步生成技能,调用 AI Artist API 根据文本提示词生成图片或视频,自动轮询直到任务完成。 ⚠️ 使用前必须设置环境变量 AI_ARTIST_TOKEN 为你自己的 API Key! 获取 API Key:访问 https://staging.kocgo.vip/index 注册登录后创建。 支持图片模型:SEEDREAM5_0(默认高质量图片)、NANO_BANANA_2(轻量快速)。 支持视频模型:SEEDANCE_1_5_PRO(文生视频,支持音频)、SORA2(文生视频或首尾帧图生视频,支持 firstImageUrl/lastImageUrl)。 触发场景: - 用户要求生成图片,如"生成一匹狼"、"画一只猫"、"风景画"、"帮我画"等。 - 用户要求生成视频,如"生成视频"、"用 SORA2 生成"、"文生视频"、"图生视频"、"生成一段...的视频"等。 - 用户指定模型:SEEDREAM5_0、NANO_BANANA_2、SEEDANCE_1_5_PRO、SORA2。

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淘宝投放数据分析

# 投放数据分析技能

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