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A shopper who types “noise-cancelling headphones for long flights” into Google will never see your product page for the exact pair that fits — if your title only says “Sony WH-1000XM5.”

By Florencia August 7, 2026 7 min read

That model number isn’t a mistake. It’s printed on the box, it’s in the manufacturer’s spec sheet, it’s the SKU your supplier feed already gave you — so pasting it straight into the Shopify product title field is the fast, accurate, obviously-correct move, especially across a catalog of a few hundred SKUs where rewriting every title by hand isn’t realistic. The problem isn’t that the model number is wrong. It’s that most people shopping for electronics don’t already know it — they’re describing what they want the thing to do, and a title built entirely from manufacturer naming doesn’t contain a single word that matches.

If you want this automated: Plug In SEO‘s bulk meta editor lets you wrap plain-language search terms around your product name in one Liquid template, so the model number stays the anchor across your catalogue. If you’d rather do it yourself first, the steps below show exactly how.

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Where the model-number-only title habit actually comes from

The bottom line: electronics titles inherit manufacturer naming by default because that naming is genuinely accurate and it’s the fastest way to list a catalog — the habit isn’t careless, it’s just optimized for the wrong audience.

Distributor feeds, manufacturer spec sheets, and supplier CSVs almost always list a product by its official name: brand, model number, sometimes a part or SKU code. That’s the correct, unambiguous identifier for inventory, warranty claims, and comparison shopping — and it’s genuinely faster to import that string as the Shopify product title than to write a new one for every SKU. The trouble is that “correct” and “how your customer searches” are two different lists, and electronics naming conventions are built for the first one.

What buyers actually type into Google instead

The bottom line: most search volume, measured across the web, carries no brand or model name at all — and the plain-language phrasing that replaces it is spread thin across dozens of different wordings, not concentrated in one popular alternative term.

Ahrefs analyzed roughly 150 million U.S. search queries and found that only 45.7% of search volume is branded — meaning a query that includes a specific brand, product, or model name. The majority, weighted by actual search volume, contains no brand or model term at all. If your entire product title is a manufacturer string, you’re writing for the minority share of how people search, not the majority.

Only 45.7% of Google search volume is branded (contains a specific brand, product, or model name) — the majority of searches use generic, descriptive language instead. Ahrefs, Branded vs. Non-Branded Search study, May 2025

The generic side of that split isn’t one obvious runner-up phrase either. Ahrefs’ own keyword database shows that terms getting fewer than 10 searches a month make up almost 93% of the roughly 2.3 billion U.S. keywords it tracks — Ahrefs, Long-Tail Keywords guide. Translated to your electronics catalog: shoppers aren’t typing “Sony WH-1000XM5” or a single well-known substitute for it. They’re typing dozens of small variations — “over-ear headphones with good battery life,” “headphones for working from home,” “best headphones for glasses wearers” — and a title with none of that language showing up matches none of them.

The model number isn’t wrong to include — it’s wrong to rely on alone

The bottom line: comparison shoppers who already know exactly what they want do search by model number, so removing it isn’t the fix — the fix is making sure it’s not the only language on the page.

A shopper who’s already decided on a specific model, or is comparing prices across stores, genuinely does search “WH-1000XM5” or “Anker A1647” — that’s real, high-intent traffic, and dropping the model number from your title would cost you that segment for no reason. Google’s own product-feed guidance for Merchant Center reflects this too: recommended electronics titles follow a Brand + Product + Model Number + Key Specs structure, not model number alone. The fix here isn’t “stop using manufacturer naming.” It’s “stop using only manufacturer naming,” because right now most electronics product pages do the first half of that structure and skip the second. (For how Google actually renders and truncates that title once it’s live, see our guide to Shopify title tags.)

How to fix the mismatch without losing the spec sheet

1. Keep the model number, build the plain-language layer around it

Don’t delete or rename anything in your spec table — model numbers, part codes, and technical specs are facts, and comparison shoppers rely on them. Add the descriptive layer around them instead: what the product does, who it’s for, or the situation it solves, in the words a customer would actually type.

2. Write to the use case, not just the product category

“Wireless earbuds” is a category. “Wireless earbuds that don’t fall out running” is a use case, and it’s closer to how a real search is typed than either the category name or the model number. The Ahrefs long-tail number above is the reason this works: that specific phrasing has a real, if small, share of demand that a spec-only title can’t touch at all.

3. Prioritize by catalog size and traffic, not alphabetically

If you’re carrying hundreds of SKUs across dozens of brands, start with your best-selling lines and highest-traffic product pages. A rewritten title on a low-traffic accessory barely moves anything; the same fix on your top 20 sellers is where the visibility gap actually gets closed.

4. Check the meta description and alt text too, not just the title

The same manufacturer-naming habit usually carries into the meta description and image alt text, since they’re often copy-pasted from the same spec sheet. A fix that only touches the visible product title leaves two more fields still speaking manufacturer instead of buyer.

What Plug In SEO actually automates here (and what it doesn’t)

The bottom line: Keyword Studio finds the plain-language terms buyers actually search for a given product, and the bulk meta editor applies that language across your whole catalogue in one template — it doesn’t decide what those terms should be for you, and it doesn’t rewrite the body product description.

Keyword Studio’s auto-research pulls suggestions from Google Search Console plus the wider web for each product page (the same kind of research covered in our guide to finding Shopify keywords). It ranks them by priority — must-use, good to use, nice to use, avoid — along with volume and how competitive each term is. Once you’ve picked the terms that fit a product, the bulk meta editor uses a Liquid-style template with a variable (%% product.title %%) so your text wraps around the product name instead of replacing it — something like %% product.title %% — Over-Ear Headphones for Home Office | Your Store.

The model number stays put as the anchor. That plain-language layer gets added around it, across every product in one pass, and the app flags any template that accidentally drops the variable so you don’t end up with identical static text on every page. The Scanner also checks whether your target keywords are missing from the title, description, image alt text, or file name — useful for catching pages where the spec-sheet habit slipped through. What it doesn’t do: decide which plain-language phrase is the right one for a given product (that’s still a judgment call informed by the research), or rewrite the full product description copy in bulk — that’s a different tool’s job.

Before
  • Title = brand + model number, nothing else
  • Meta description and alt text copy the same spec-sheet string
  • Matches only shoppers who already know the exact model
After
  • Model number kept as the anchor inside the title template
  • Plain-language use-case phrasing wrapped around it
  • Meta description and alt text updated to match, not just the title

Frequently asked questions

Should I remove the model number from my Shopify electronics product titles?

No — keep it. Shoppers who already know exactly which model they want do search by model number, and Google’s own product-feed guidance for electronics recommends a Brand + Product + Model Number + Key Specs structure, not dropping the model. The fix is adding plain-language, use-case wording around the model number, not removing it.

Why doesn’t my product show up when someone searches for a feature instead of the model number?

Because your title, description, and alt text likely only contain the manufacturer’s model number and spec-sheet language, and Google can’t match a query to words that aren’t on the page. Ahrefs found that only 45.7% of all search volume is branded (contains a brand or model name) — the rest is generic, descriptive phrasing that a spec-only title simply doesn’t cover.

Do shoppers actually search using manufacturer spec-sheet language?

Rarely, unless they already know exactly what they’re looking for. Most searches describe a use case or feature in plain language — “headphones for working from home,” not “over-ear closed-back wireless headphones, 30mm driver.” Manufacturer spec language is accurate, but it’s not how the majority of buyers phrase a search.

How do I find the plain-language terms buyers actually use for my electronics products?

Plug In SEO’s Keyword Studio runs an auto-research pass per product page, pulling suggestions from Google Search Console and the web, then ranks them by priority (must-use, good to use, nice to use, avoid) along with volume and competitiveness — so you’re picking from real search data rather than guessing.

Will adding buyer-language keywords to my titles remove the model number?

No. Plug In SEO’s bulk meta editor uses a template with a variable (%% product.title %%) that keeps your existing product name in place and wraps new text around it — it’s additive, not a replacement. The app also flags any template that drops the variable, so you can’t accidentally end up with identical static text across every product.

Keep the model number. Add the words buyers actually type.

Plug In SEO’s Keyword Studio finds the plain-language search terms real buyers use for each product, and the bulk meta editor wraps that language around your existing titles in one template — the model number stays the anchor, across your whole catalogue.

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