Sellura vs Sale Samurai: Keyword Research or a Finished Listing?

The core difference: keyword data in vs. a finished listing out

Sale Samurai is a research tool in the classic mold. You type a seed phrase and it returns long-tail variations with search-volume and competition figures, plus listing-level analytics like pricing and tag data pulled from search results. The Chrome extension does the same thing in real time while you browse Etsy, which is genuinely convenient. Then the writing is on you: you take the phrases you picked and build the title, the tags, and the description yourself.

Sellura starts where that workflow ends. You describe your product in a few fields and it generates the complete listing: a front-loaded title within the character limit, long-tail tags that each fit their slot, materials, and a structured description — then scores the result 0-100 and flags the weakest factor with one specific fix. You see the title preview and the full score on every generation without entering a card; unlocking the complete listing (every tag, materials, the full description, and a CSV export) costs one credit, and your first unlock is free with a new account.

Neither approach is wrong. One feeds you data; the other ships you output. The question is which half of the work you actually want help with.

What Sale Samurai genuinely does well

Credit where it's due. The price is the headline: at roughly $10 a month with no feature-gated tiers, Sale Samurai undercuts most established Etsy SEO tools, and the yearly plan works out cheaper still. For a seller who wants keyword numbers without a serious subscription line item, that matters.

The Chrome extension is its best idea. Seeing volume and competition figures directly on Etsy's search page, as you type, removes the tab-switching that makes keyword research tedious. Beyond that, the toolkit is broad for the money:

• Long-tail keyword discovery with per-keyword competition context
• Tag suggestions and letter grades for listings
• A free Etsy fee and profit calculator on its site
• Reviews mention multi-shop management and print-on-demand integrations for bulk product uploads
• Be aware of the boundaries, though: it's Etsy-only by design, reviewers note it can't pull multilingual tags (so it's weak outside English-language search), and it stops at keywords — it doesn't write your listing or your description.

The search-volume question

Sale Samurai markets its numbers as "real Etsy search volume." Here is the hard line we draw on every comparison page, including the one about us: Etsy does not publish search volumes. Nobody outside Etsy has the actual numbers. Every per-keyword volume figure you'll see in any third-party tool is a model's estimate, however it's labeled.

That doesn't make the numbers useless. Many sellers use them the sensible way, as a directional signal for comparing phrase A against phrase B. But third-party comparisons have found volume estimates differing widely from tool to tool, which is exactly what you'd expect when there's no published ground truth to calibrate against. Treat the figures as rough rankings, not measurements.

Sellura's choice is to never print a fake-precise number. Our demand signal is built from two things Etsy actually exposes: where a phrase appears in Etsy's own autocomplete, and how many listings compete for it. We label it an estimate, in plain words, every time. Pick whichever philosophy you trust — just don't pick based on the belief that exact volumes exist.

How Sellura's 0-100 score and generation work

Sale Samurai assigns listings letter grades; we can't speak to how its rubric works. What we can tell you about ours: the score is rule-based, deterministic, and fully auditable. The same listing always produces the same number, and five weighted factors sum to 100:

• Title front-load (20 pts): is your main keyword inside the first ~40 characters, where mobile shoppers and Google look first?
• Title relevance and length (20 pts): does the title cover the product plus a differentiator and use most of the character allowance?
• Tags (30 pts, the heaviest factor): are all slots filled with multi-word long-tail phrases rather than single generic words?
• Description quality (20 pts): do the first ~160 characters lead with your keyword, with real selling copy after?
• Materials and attributes (10 pts): are they filled in to match buyer filters?
• Every weak factor comes with one concrete instruction tied to your own listing — "move 'soy candle' into the first 40 characters," not "improve your keywords." AI phrases the fix and writes the listing; it never computes the score.
• The score and competitor analysis are free for everyone, every time. And the free Listing Grader at /tools/listing-grader scores any public listing URL 0-100 — Etsy, eBay, Amazon, or Depop — with no account. (Shopify URL grading isn't supported, and some platforms intermittently block automated reads; when that happens we say so rather than guessing.)

Etsy-only vs. five marketplaces

Sale Samurai is an Etsy tool, full stop. Its own homepage frames it as Etsy SEO growth, and there's no Amazon, eBay, or Shopify support. Reviewers also note the multilingual gap mentioned above, which narrows it further to English-language Etsy.

Sellura generates listings for Etsy, Amazon Handmade, eBay, Shopify, and Depop from the same product brief, with each marketplace's field limits and conventions applied — so one product becomes five correctly-shaped listings instead of one. The free grader reads public listing URLs from Etsy, eBay, Amazon, and Depop.

Fairness cuts both ways here. If you sell only on Etsy, in English, "Etsy-only" isn't a limitation — it's focus, at a lower price. The multi-marketplace difference only matters if your products live, or will live, in more than one storefront.

Pricing: a small flat subscription vs. paying per finished listing

Sale Samurai, as of this writing: $9.99 a month or $99.99 a year, identical features on both, with a 3-day free trial — and, per its own pricing page, no refunds. The trial is your entire evaluation window, so block out a real session for it rather than testing casually.

Sellura's free layer comes first: the SEO score and title preview on every generation with no card, the Listing Grader, and competitor analysis — all free for everyone. Past that, you pay per finished listing: the Rescue Pack is $19 one-time for 10 listings with no subscription, Starter is $15/month for 25 credits, and Pro is $24/month for 65 credits plus bulk tools.

On flat monthly price, Sale Samurai is cheaper than Sellura's subscriptions — no spin needed. The models are just different shapes. A subscription buys unlimited lookups of keyword data; credits buy finished, scored listings. If you research keywords every day, the flat fee fits. If you want ten listings written and scored this month and none next month, a one-time pack fits.

Who each tool suits best

Choose Sale Samurai if you sell on Etsy only, work in English, enjoy doing your own keyword research, and want volume and competition figures in context for the lowest price in the category. The Chrome extension plus the fee calculator make it a tidy budget research kit — just read its volume numbers as directional estimates, because that's what every tool's numbers are.

Choose Sellura if the writing is your bottleneck: you want the title, tags, materials, and description generated within each marketplace's limits, a deterministic 0-100 verdict on the result, one specific fix at a time, and demand signals that never claim more precision than Etsy actually reveals. Or if you sell beyond Etsy at all — Sale Samurai simply doesn't go there.

There's no real conflict in using both. Research phrases in Sale Samurai, then generate and grade the actual listing in Sellura. They compete on the search term "Etsy SEO," not on the work itself.

Sellura vs Sale Samurai, fonctionnalité par fonctionnalité

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