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8 Ways to Use Etsy Shop Stats to Plan October Inventory

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Etsy’s Search Visibility page, announced October 10, 2023 and now live in Shop Manager, puts Impressions and Click-Through Rate directly in front of every seller for free.

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Table of Contents

Introduction

These are the exact places in Shop Manager I check before recommending an October restock: no eRank, no Marmalead, nothing outside what Etsy already gives every seller for free. In this post, I’m going to share 8 ways to turn Etsy’s built-in Shop Stats and Search Visibility data into actual October inventory decisions, not just numbers you glance at and close the tab on. Let’s start with technique #1, the one most sellers skip because it lives on a newer tab than the one they’re used to checking.

1. Start With Search Visibility, Not the Sales Number

Your Shop Stats “Sold” number tells you what already happened. The Search Visibility page tells you what’s about to.

Etsy’s Search Visibility page, found under Shop Manager > Stats, breaks each listing down into Impressions (how often it showed up in a buyer’s search results) and Click-Through Rate, or CTR (the share of those impressions that actually turned into a click). That’s a different signal than sales, because a listing can have healthy impressions and a weak CTR, which points to a photo or title problem, not a demand problem, according to Etsy’s own guide to the page. It’s also data every seller now gets for free, directly inside Shop Manager, with no separate subscription needed.

Here’s the deal:

If a listing’s impressions climbed through late September but CTR stayed flat, that’s a candidate for a photo refresh before you commit production time to restocking it for October. Etsy’s Seller Handbook frames the page as showing “how your listings are performing in the areas of your shop, listing, and customer service quality” relative to similar items, not against a fixed universal target. The useful comparison is the listing against itself over time, per the Seller Handbook’s writeup of the feature.

Here’s how to do it:

  1. Open Shop Manager > Stats > Search Visibility
  2. Sort by Impressions, descending, and note which listings jumped in the last two weeks
  3. For each one, check CTR against that same listing’s CTR a month ago
  4. Restock listings where both are climbing; fix photos or titles first on listings where impressions climbed but CTR didn’t

Pro Tip: Do this before you check the Sold report, not after. Sales lag visibility by days to weeks, so reading Sold first anchors your decision to last month’s demand instead of this month’s.

2. Sort Traffic Sources Before You Commit Production Time

Where a listing’s visits come from changes what “restock it” actually means.

Shop Stats breaks visits down by source: Etsy search, direct traffic, social, Etsy Ads, and outside search. A listing pulling most of its traffic from Etsy search behaves differently than one being driven by a Pinterest pin or an Instagram post you made in July, because organic search traffic tends to compound while a single social referral spikes and fades.

Here’s the deal:

A seller restocking a fall candle line for October needs to know whether last September’s spike came from Etsy search (worth restocking with confidence) or from one viral TikTok that already ran its course (worth watching, not betting inventory on). Etsy’s own Stats documentation groups this under the Stats & Analytics section of the Seller Handbook, which covers how each traffic category is defined.

Here’s how to do it:

  1. Open Stats > Traffic, set the date range to the last 30 days
  2. Check the traffic source breakdown for each restock candidate
  3. Treat Etsy-search-driven listings as safer bets for October production
  4. Flag social-driven spikes for a smaller test batch instead of a full restock

Pro Tip: A listing with a rising share of direct traffic (people typing your shop URL or searching your brand name) is a signal of repeat buyers finding you again, and that’s worth protecting with stock even if the raw visit count looks modest.

3. Cross-Check Restock Candidates in Marketplace Insights

Shop Stats tells you what’s happening in your own shop. Marketplace Insights tells you what buyers are searching for across Etsy right now.

Marketplace Insights, built into Shop Manager, uses live Etsy search data to show what terms buyers are actually typing, how often, and how much competition exists for each one, according to Etsy’s Seller Handbook article introducing the tool. It’s free, it’s inside the same dashboard as your Stats, and it answers a question Shop Stats alone can’t: whether the demand for a product exists on Etsy at all, separate from whether your specific listing is capturing it.

Here’s the deal:

Before restocking a product you haven’t listed since spring, check the search term it’s built around in Marketplace Insights. If search volume for that term is climbing into October, that’s a reason to restock ahead of demand instead of waiting for your own Stats to confirm it after the fact.

Here’s how to do it:

  1. Open Shop Manager > Marketplace Insights
  2. Search the core term for your restock candidate
  3. Check whether volume is trending up, flat, or down heading into October
  4. Weight restock quantity toward terms with rising volume and manageable competition

Pro Tip: Run this check on a product’s category term, not just its exact listing title. Buyers rarely search your title verbatim.

4. Pull Conversion Rate Per Listing, Not Shop-Wide

A shop-wide conversion rate hides which specific listings are worth restocking.

Conversion rate, visits divided by orders, varies enormously listing to listing, and averaging it across your whole shop tells you almost nothing about which individual product to reorder. A shop average can look perfectly fine while one listing quietly converts at a fraction of the others and drags the number down.

Here’s the deal:

Say a shop’s overall Stats show a shop-wide conversion rate that looks stable month over month. Underneath that average, one listing might be converting well above the shop’s baseline while three others sit well below it. Restocking based on the shop-wide number alone would mean spreading production time evenly across all four. Restocking per-listing conversion means the strong one gets priority instead.

Here’s how to do it:

  1. Open Stats > Listings, and sort by conversion rate, not visits
  2. Cross-reference against visit volume. A high conversion rate on 10 visits is a small sample, not a signal
  3. Prioritize restock quantity toward listings with both solid visits and above-shop-average conversion
  4. Deprioritize high-visit, low-conversion listings until you’ve addressed photos, pricing, or description first

Pro Tip: Re-check this after any listing edit. A conversion rate calculated across a period that includes an old photo and a new one is measuring two different listings at once.

5. Compare This October to Last October, Not This September

The most useful comparison for seasonal restocking is the same month last year, not last month.

Etsy shops with more than a year of history can filter Stats by custom date range, which makes year-over-year comparison possible directly in Shop Manager. Comparing October 2026 projections against September 2026 tells you almost nothing, because September and October are different buying seasons with different search behavior. The useful baseline is what actually happened in October 2025.

Here’s the deal:

A shop that sold steadily through September but saw a sharp order spike in the back half of October last year is looking at a seasonal pattern, not a fluke. Restocking based on September’s flat numbers alone would miss that pattern entirely and leave the shop understocked when the same spike repeats.

Here’s how to do it:

  1. Open Stats and set a custom date range covering October 1–31 of last year
  2. Note which listings spiked and when, week by week
  3. Set your October 2026 restock timeline to arrive 1–2 weeks ahead of last year’s spike date
  4. For shops without a full year of history yet, use the closest analogous month you do have data for

Pro Tip: If last October’s spike came right after a specific date, like the second weekend of the month, note that date specifically rather than just “mid-October.” A week’s difference in restock timing matters when production lead time is tight.

6. Watch the Gap Between Visits and Favorites

A listing collecting favorites faster than it converts is telling you something about timing, not demand.

Favorites are Etsy’s version of a wishlist click, and Shop Stats tracks them per listing alongside visits and orders. A widening gap between favorites and actual orders on a specific listing, especially heading into a gift-buying season, often means buyers are bookmarking now and planning to purchase closer to the date they need the item.

Here’s the deal:

A listing racking up favorites through late September without a matching rise in orders isn’t necessarily underperforming. It may be sitting in shoppers’ saved lists waiting for October gift-buying to actually start. Understocking that listing based on September’s order count alone risks running out right when those saved favorites convert.

Here’s how to do it:

  1. Open Stats > Listings and check the favorites count next to visits and orders for each candidate
  2. Flag listings where favorites are climbing faster than orders
  3. Treat a rising favorites-to-order gap as a signal to hold or increase stock, not cut it
  4. Recheck weekly through September into October as the gap should start closing if the pattern is real

Pro Tip: A large favorites count with zero order movement over several weeks can also mean the price is the sticking point. Check whether a comparable competitor listing is priced meaningfully lower before assuming it’s purely timing.

7. Protect Your Bestsellers List Before You Chase New Ideas

The listings already driving most of a shop’s revenue deserve first claim on October production time, before any new idea gets added to the queue.

Shop Stats surfaces a best-sellers view sorted by revenue or units sold, and it’s easy to overlook in favor of newer, more exciting restock ideas. But a shop’s existing top listings are the ones with a proven, provable track record in that exact shop, not a guess based on a trend spotted elsewhere.

Here’s the deal:

A seller planning October production around three new product ideas, while their top two bestsellers from the past three months sit at low stock, is making a bet on unproven demand while risking a stockout on proven demand. The safer sequence is protecting the bestsellers’ stock levels first, then allocating remaining production time to new ideas.

Here’s how to do it:

  1. Open Stats > Bestsellers and sort by revenue over the last 90 days
  2. Check current stock levels against typical weekly sell-through for each bestseller
  3. Set restock quantities for bestsellers before finalizing quantities for anything new
  4. Only commit production time to a new idea once existing bestsellers are covered through late October

Pro Tip: Cross-check a bestseller’s revenue rank against its conversion rate (technique #4). A listing selling well despite a mediocre conversion rate might convert even better once a photo or title fix is applied, which raises its restock priority further.

8. Put a Stats Review on the Calendar, Not Just in Your Head

Checking Stats occasionally, whenever you happen to think of it, makes week-over-week comparison impossible.

Comparing this week’s numbers to a random earlier check three weeks ago isn’t a trend, it’s two disconnected snapshots. A fixed weekly review, on the same day each time, is what actually surfaces whether a listing’s numbers are climbing, flat, or falling.

Here’s the deal:

A seller who checks Stats on Monday one week, then not again until the following Thursday ten days later, is comparing numbers across two different day-of-week patterns as if they were equivalent. A consistent weekly check, same day, same time block, removes that noise and makes the October restock decisions in techniques #1 through #7 actually comparable across weeks.

Here’s how to do it:

  1. Pick one day of the week for the Stats review and put it on a recurring calendar block
  2. Review the same set of screens each time: Search Visibility, Traffic, Listings, Bestsellers
  3. Log the top 3-5 restock candidates each week in a simple running note, so week-to-week changes are visible at a glance
  4. Make the actual restock or production decision immediately after the review, while the data’s still fresh, rather than deferring it

Pro Tip: Set the weekly review for early in the week rather than Friday. A Monday or Tuesday check leaves enough of the week to actually place a wholesale order or start a production batch before the weekend selling window closes.

Frequently Asked Questions

Which technique should I start with?

Start with technique #1, the Search Visibility page. It’s the newest addition to Shop Manager and the one most sellers haven’t built into their routine yet, and it catches problems, like strong impressions with weak CTR, that the Sold report alone won’t show.

How long before I see results from checking Stats this way?

Give it two full weekly review cycles (technique #8) before drawing conclusions. A single week of data is too noisy to separate a real trend from normal day-to-day variation in traffic and orders.

Do these techniques work for a shop with less than a year of history?

Most of them do. Technique #5 (year-over-year comparison) needs at least one prior October to compare against, so a newer shop should substitute the closest comparable month it does have data for, or lean more heavily on techniques #1 through #4, which don’t require historical comparison.

What tools do I need beyond what’s already in my Etsy account?

None. Every technique here uses Shop Stats, Search Visibility, or Marketplace Insights, all of which are built into Shop Manager at no additional cost. A paid third-party keyword or analytics tool can add convenience, but it’s not required for any of the eight techniques above.

What’s the most common mistake sellers make with Etsy Stats?

Reading the Sold report first and stopping there. Sold data shows what already happened; it doesn’t show a listing’s current visibility trend, which is why technique #1 puts Search Visibility ahead of the sales number in the review order.

Can I use multiple techniques at once?

Yes, and that’s the intended use. Techniques #1 through #7 are meant to run together during the single weekly review described in technique #8, not as separate standalone processes.

Which technique has the highest impact on restock accuracy?

Technique #5, the year-over-year comparison, tends to have the biggest impact for shops with at least one prior October in their Stats history, because seasonal timing errors, restocking too early or too late, are one of the more expensive mistakes in October production planning.

Do these still work in 2026, given Etsy’s recent Stats updates?

Yes. The Search Visibility page and Marketplace Insights referenced in techniques #1 and #3 are both current features in Shop Manager as of this writing, and the core Stats tabs referenced throughout (Traffic, Listings, Bestsellers) have been part of Shop Manager for years.

How far in advance should October inventory planning start?

Given typical production and shipping lead times for handmade or made-to-order goods, starting the review process in early-to-mid September, using September’s data plus last October’s history, gives enough runway to have stock ready before an October spike, rather than reacting to it after it’s already underway.

Does Marketplace Insights replace Shop Stats, or work alongside it?

Alongside it. Shop Stats shows what’s happening inside your own shop; Marketplace Insights shows what buyers are searching for across Etsy as a whole. Technique #3 uses them together specifically because neither one alone answers the full restocking question.

What if my Stats show conflicting signals, like rising favorites but flat conversion?

That’s exactly the kind of gap technique #6 is built to catch, and it’s a hold-and-watch signal rather than a stock-up-immediately one. Keep the listing adequately stocked while watching whether the gap closes over the following one to two weekly reviews before committing to a larger restock.

The Bottom Line

If there’s one place to start, it’s the Search Visibility page from technique #1: it’s the newest tool in Shop Manager, most sellers haven’t worked it into a routine yet, and it catches problems the Sold report can’t. Pair it with the weekly review habit from technique #8, and October restocking decisions start coming from a consistent process instead of a gut check made under deadline pressure. See how fall inventory planning starts earlier than October.

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About This Research

Dima Makarenko is the Technical Founder of Stable Commerce and a 20-year eCommerce operator who writes Crafts Daily Wire’s daily coverage for Etsy sellers.

This article is based on Etsy’s own published Shop Manager and Seller Handbook documentation for Stats, Search Visibility, and Marketplace Insights, cross-checked against how these features currently behave in an active Etsy shop, rather than third-party tool marketing claims about what Etsy’s data shows.

Content reviewed and updated: 2026-08-27

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Crafts Daily Wire is an independent daily news site for Etsy sellers, not affiliated with Etsy, Inc. Follow Dima Makarenko on LinkedIn or Facebook. Read our Privacy Policy and Terms of Use.

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About the Author

Chloe Cruz — eCommerce writer.

Chloe has spent the last four years writing about eCommerce and marketplace selling, and writes Crafts Daily Wire’s coverage of Etsy seller news, tools, and tactics.

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