Etsy Shop Analyzer: A 30-Minute AI Audit of Your Shop

Sales slowed down, or never really took off, and you don't know why. Is it your photos? Your tags? Your prices? A new competitor? Most sellers answer that question by changing random things and hoping. That rarely works, and it eats weekends.

A better approach is a structured audit. An Etsy shop analyzer, paired with an AI assistant, can pull your real sales numbers, profile your competitors and check your listings against the factors Etsy says it uses to rank search results, all in about 30 minutes.

This guide walks you through that audit step by step. You get the exact prompts, a minute-by-minute checklist and a scoring worksheet you can reuse every quarter. Nothing in it promises a ranking jump. It shows you where to look first.

An audit is only useful if it measures the right things. Etsy explains its search system in the Seller Handbook article How Etsy Search Works, and it happens in two phases.

First, query matching. Etsy gathers every listing whose keywords fit the shopper's search. It reads your title, tags, attributes, categories, description, first photo, reviews and more.

Second, ranking. Etsy orders those matches by how likely the shopper is to buy. According to Etsy, the factors include:

Etsy is equally clear about what is *not* an organic ranking lever: Etsy Plus, the Star Seller badge (a trust signal that can lift conversion) and Etsy Ads (which only fill marked ad slots).

Etsy's Help Center page on the search visibility page turns this into a concrete checklist. We'll use it in steps 4 and 5.

Before you run anything, know where each number comes from. An AI assistant with no data connection can only guess. Connected to MakeBox through the MCP connector, it calls real tools.

Two limits matter. Etsy publishes no per-listing sales figure, so a trustworthy analyzer never states or estimates one. Shop-level sales counts are public; individual listing sales are not. And MakeBox can't see your Etsy messages, cases or traffic sources. Those live in Etsy's own Stats and Shop Manager.

Installing and connecting MakeBox is free on any plan. The MCP tools, including read-only ones like these, need MakeBox Pro or Studio. If you haven't connected yet, the Claude setup guide takes a few minutes, and the Etsy MCP hub covers Codex too.

Here's the full timeline. Each step has a prompt you can paste into Claude, ChatGPT or Codex.

Start with your own numbers, not a competitor's. They tell you which listings matter most, so you don't spend an hour polishing an item that never sells.

Using my shop's orders, calculate revenue, order count, units, average order value, the last 12 months by month, the digital and physical split and my top 10 products. Then tell me: which 3 listings bring most of the revenue, and is the trend up, flat or down?

Tool: get_shop_stats. Read-only, and it costs nothing.

Write down three numbers: revenue for the last 12 months, average order value and your top three listings. These become your "protect first" list.

Now run the same public report a competitor could run on you.

Analyze my Etsy shop [shop name or URL] as a public shop analyzer would: sales, reviews, favorites, how many listings it runs, best-performing items and the tags it leans on. What would a first-time buyer notice, good and bad?

Tool: analyze_shop. Read-only.

Look at the tags it says you lean on. If they're vague ("gift", "handmade"), your relevancy work starts here.

Find out who you're actually up against. You might be surprised which shops show up.

Find the shops competing in my niche based on my most-used tag. Show their sales and review counts. Pick the two most useful to compare with, and explain why.

Tool: find_shops_in_my_niche. Read-only; results are cached for a day.

Then profile those two shops and look at what ranks for your main phrase:

Analyze [competitor 1] and [competitor 2]: sales, reviews, favorites, listing count, best-performing items and top tags. Then show me the top listings for "[main search phrase]" with title, price, shop sales and reviews. Don't estimate sales for individual listings. What do the leaders do that I don't?

Tools: analyze_shop, search_top_listings. Read-only.

Compare, don't copy. You're looking for patterns: how leaders open their titles, where they price, how many listings they run. Our guide to researching competitors' tags and prices goes deeper.

This is where most fixable problems hide. Focus on your top three listings from step 1, plus anything that should sell but doesn't.

List my active listings. For my top 3 sellers and [listing IDs], check: Are all 13 tags used? Does the title say what the item is in the first words? Does the description open with what it is and the essentials? Then compare each with the tags top listings use for "[main phrase]" and show me missing tags. Don't change anything.

Tools: list_listings, get_listing, competitor_tags. Read-only.

Then run through Etsy's own listing-quality requirements from the search visibility page:

Add the October 2026 photo rule: most listings now need at least one unedited photo of the real item against a real background. Etsy's Seller Handbook article on AI use on Etsy explains it in full.

Customer service is measured over three months, so a few slow weeks show up fast. Check these in Etsy Shop Manager:

Then the shop itself. Etsy's guidance on shop setup and shop SEO lists the elements to fill in:

Based on my shop report, list what a buyer would miss on my shop page: icon, tagline, About section, policies. Draft a tagline under 55 characters using only what I actually sell: [products]. Show me before I change anything.

Tool: analyze_shop (for context). You update the shop page yourself in Shop Manager.

Three quick checks, each tied to a ranking factor.

Translations. Etsy says self-translations outperform machine translations.

Which languages has my shop enabled? Which of my top 10 listings have no manual translation yet?

Tool: list_shop_languages. Read-only. If you sell to non-English buyers, add translations to your best sellers first.

Engagement. Open Etsy Shop Stats and note your conversion rate (purchases divided by visits). Listings with lots of views and few sales usually have a photo, price or description problem, not a keyword problem.

Recency. Don't renew listings just to chase the temporary boost. Etsy says improving tags and conversion works better. If you used vacation mode, remember it pauses your engagement data.

An audit that produces 40 to-dos produces nothing. Ask for three.

Summarize this audit as a scorecard: strengths, issues and the 3 changes most likely to matter, ranked by effort vs impact. Protect my top 3 sellers. Don't promise ranking or sales results.

Then set up tracking so next quarter's audit has a baseline:

Add [competitor 1] and [competitor 2] to daily monitoring.

Tool: monitor_shop. It changes your MakeBox monitoring list only, never your Etsy shop.

Copy this into your notes and tick it off as you go.

Score each factor 0, 1 or 2. This is our own worksheet built on Etsy's published ranking factors. It isn't an Etsy score, and it doesn't predict your placement. Its job is to show where your effort should go.

Reading your total (out of 16):

Save the scores with the date. Next quarter, run the audit again and compare row by row.

An outside analyzer shouldn't replace Etsy's tools. Use both. According to Etsy's September 2026 updates and its article on how Etsy uses AI to support sellers:

Here's the split. Etsy's tools see your traffic, search terms and conversion, which MakeBox can't. MakeBox adds competitor research, keyword data and the ability to draft and stage fixes from the same chat. When both point to the same listing, that's your first fix.

Two rounds of Etsy changes affect how you audit a shop this year.

October 2026 AI and photo rules. Most listings need at least one unedited photo of the real item against a real background, and it can't be adjusted with AI tools. Other photos can be edited if they stay accurate. Etsy recommends noting AI edits in the description, requires disclosure for AI-created items and bans bot-generated listings. Etsy plans proactive enforcement in early 2027, with advance notice. Add a photo-compliance pass to every audit now.

September 2026 updates. Faster stats, side-by-side graphs, the expanded Stats assistant beta and Marketplace Insights tests all make the "engagement" part of this audit easier. Etsy also announced expanded listing appeals and shared access for team members.

The audit tells you what to change. The fix itself should still go through you.

For a single listing, ask for a suggestion first. optimize_listing returns a rewritten title, description or tags without saving anything. You review it, then save with update_listing. Ask the assistant to stage it with publish: false until you're sure.

For many listings, use the bulk route: quote_bulk_seo shows the cost before anything runs, start_bulk_seo prepares the rewrites, and push_bulk_seo_job sends them to Etsy only after you approve. If a change doesn't work, revert_change restores the previous value. Our catalogue-wide SEO workflow covers the process, and the ChatGPT prompts for Etsy collection has ready-made prompts for each step.

Before you change many titles at once, Etsy suggests downloading a CSV of your listings, so old-title keywords can move into tags, descriptions or attributes. Etsy says improvements typically show up within about 24 hours, though many other factors affect placement.