Posts tagged workflow
Posts tagged workflow
Every post on this blog tagged workflow.
How to optimize Amazon keywords: sort them into four conversion classes
Keyword optimization is not stuffing words into a title. Your listing already gets impressions for a set of terms, and optimizing means classifying that set — which to defend, which to investigate, which to stop paying for.
Choosing an Amazon product research tool: the difference is how much it decides for you
What separates product research tools is not whose data is more complete — it is who set the weights behind that "opportunity score". Three tool shapes, an acceptance checklist you can run, and how to write your own criteria instead.
Five decisions to settle before you integrate an Amazon data API
The docs cover how to send a request. This covers what to settle before you send one, including the rule people trip over most: RPM, concurrency and credits aggregate per account, so extra API keys buy no extra quota.
An Amazon Competitor Analysis Template That Ends in Actions
A downloadable competitor sheet that keeps what you observed, what you think it means, and what you will do in three separate columns — plus how to pick rivals and keep the rows comparable.
Choosing an Amazon Data API: SP-API, Third-Party Endpoints and Scraping
Three things go by the name "Amazon API" and they solve different problems. What each one can and cannot return, and the most common misjudgement: expecting SP-API to show you a competitor.
An Amazon Product Research Template That Makes Two Sheets Comparable
A downloadable product research sheet that fixes the marketplace, the collection date, and which numbers are estimates — plus the field mapping for when filling it in by hand stops scaling.
Remote MCP: Query Amazon Data From ChatGPT Without Pasting a Key
The browser OAuth path, for clients that cannot run a local installer. Client support matrix, a first prompt that verifies the connection without spending credits, and what revoking a connection actually does.
Choosing a Reverse ASIN Tool: An Acceptance Checklist You Can Run Yourself
No rankings. A method instead: fix a set of ASINs, test any tool against the same conditions, and check the three things no reverse lookup can return. Downloadable checklist included.
What Amazon sales data can and cannot tell you: the API labels its own estimates
The marketplace never publishes unit sales, so every monthly figure is derived from BSR. This breaks down the fields across three sales endpoints — which are facts, which are derived, and the parent-versus-child comparison that quietly inflates results.
Four hidden costs of building your own Amazon scraper
Getting a scraper running is a day-one problem. This breaks down the four recurring costs that start after: anti-bot upkeep, defining your own field semantics, compliance exposure, and what happens when the person who wrote it leaves.
Bulk Product Research: Narrowing to a Shortlist With Three Endpoints
Market Research to pick the category, Product Research to filter products, BSR Sales Estimate to rank them — three endpoints chained into a scheduled research job, with runnable requests.
Building Your Own Keyword Library: ABA, Reverse Lookup, and Expansion
Three kinds of keyword data answer three different questions. Here is what each one actually measures, how to merge them into a maintainable library, and the mistakes that merge invites.
Competitor Price and Coupon Monitoring: A Once-a-Day Job
Three endpoints make a daily monitoring flow — current snapshot, coupon cadence, historical curve. With runnable requests, a scheduling plan, and how to set alert thresholds.
Checking Trademarks Before You List: Four Uses of the Global Trademark API
Check coverage, search for conflicting registrations, read status and classes, then look at cross-office distribution. Four endpoints make a pre-launch screen — and here is why it is not a substitute for professional advice.