DEV Community

Bulk Image Optimizer
Bulk Image Optimizer

Posted on Originally published at bulk-image-optimizer.com AI-assisted

How we checked homepage filenames on 38 popular websites (1,250 image records)

Bulk Image Optimizer attempted a preselected sample of 50 well-known US websites. Thirty-eight popular websites produced a usable sample, with 1,250 homepage image records after within-site deduplication. We recorded filenames and alt attributes in a one-day snapshot.

This is an observational sample, not a representative survey or a ranking study. We measured no search rankings, traffic outcomes, image-search visibility, or screen-reader experience. The complete study and its limitations are on Bulk Image Optimizer.

What stood out

  • The mean of the 38 site-level shares was 49% descriptive filenames and 22% opaque IDs, hashes, or numbers. These are averages of per-site percentages; a site with more images does not get more weight.
  • Three of the 1,250 records used camera-default names. The sample also included many non-camera ID-style filenames.
  • The sampled recipe sites were consistent: Serious Eats, Pinch of Yum, and Minimalist Baker each had descriptive filenames for every sampled record; Allrecipes had 94%.
  • Opaque names were common on some large platforms in this sample: 97% of sampled Amazon images, 67% of IKEA’s, and all sampled Shopify.com images.
  • The mean per-site share with alt text of three or more words was 59%; empty alt attributes averaged 29%, and missing alt averaged 4%. Empty alt can be correct for decorative images. Word count does not measure whether text is useful or accurate.

Chart of mean per-site filename shares across 38 popular websites: 49% descriptive words, 21% one meaningful word, 8% layout or campaign words only, 22% IDs or hashes, and under 1% camera defaults.

Each site contributes one share to the mean, regardless of how many images were captured on its homepage.

Chart of mean per-site alt-attribute shares across 1,250 homepage image records: 59% have 3+ words, 6% have 1–2 words, under 1% are generic, 1% match a filename, 29% are empty and 4% are missing.

The 3+ word bucket measures length only. This was not a quality or screen-reader audit.

Site-by-site snapshot

Percentages below are within-site shares. “IDs” includes hashes and numbers. “3+ word alt” describes the number of words in the HTML alt attribute, not its quality. The full record and definitions are in the original study.

Site Descriptive filenames IDs, hashes, or numbers Alt with 3+ words Images Type
mailchimp.com 100% 0% 0% 6 Software
minimalistbaker.com 100% 0% 95% 21 Publisher
pinchofyum.com 100% 0% 87% 15 Publisher
seriouseats.com 100% 0% 94% 16 Publisher
allrecipes.com 94% 6% 100% 34 Publisher
wired.com 83% 0% 38% 40 Publisher
allbirds.com 82% 0% 53% 17 Brand
outdoorvoices.com 77% 17% 63% 86 Brand
brooklinen.com 75% 3% 95% 40 Brand
casper.com 74% 11% 93% 27 Brand
bonappetit.com 69% 10% 92% 39 Publisher
glossier.com 69% 8% 31% 13 Brand
costco.com 67% 0% 70% 46 Retail
canva.com 58% 29% 48% 31 Software
ulta.com 57% 32% 0% 101 Retail
healthline.com 56% 12% 52% 25 Publisher
apple.com 55% 36% 64% 11 Retail
lowes.com 55% 36% 98% 44 Retail
bombas.com 46% 8% 0% 13 Brand
theverge.com 46% 38% 100% 13 Publisher
thespruce.com 43% 4% 91% 23 Publisher
hubspot.com 43% 0% 43% 7 Software
cnn.com 41% 9% 62% 34 Publisher
walmart.com 41% 59% 100% 17 Retail
rothys.com 35% 0% 5% 20 Brand
rei.com 33% 37% 100% 27 Retail
squarespace.com 33% 0% 0% 18 Software
ikea.com 32% 67% 74% 76 Retail
kohls.com 26% 0% 26% 53 Retail
everlane.com 25% 0% 6% 16 Brand
sephora.com 23% 0% 100% 13 Retail
nordstrom.com 10% 47% 88% 68 Retail
nerdwallet.com 10% 0% 80% 10 Publisher
warbyparker.com 4% 83% 48% 23 Brand
amazon.com 1% 97% 13% 102 Retail
buzzfeed.com 0% 77% 95% 66 Publisher
shopify.com 0% 100% 23% 30 Software
target.com 0% 0% 0% 9 Retail

How we collected the sample

We chose 50 sites before collection: 20 large retailers, 10 direct-to-consumer brands, 15 publishers, and 5 software companies. Each homepage was loaded once in desktop Chrome at 1440 × 900 on October 25, 2026, between 23:08 and 23:21 UTC. We scrolled to the bottom for lazy-loaded images and recorded raster images displayed at least 100 × 100 pixels. Within each site, records with the same normalized filename stem and alt-text string were collapsed; image pixels were not compared.

Twelve attempts were excluded: eight sites returned HTTP 403 or 429, Away failed to load, and Best Buy, Macy’s, and Nike each yielded fewer than five records. The excluded sites were Best Buy, Home Depot, Macy’s, Wayfair, Etsy, eBay, Nike, Chewy, Away, The New York Times, Smitten Kitchen, and Apartment Therapy. The 38 remaining sites contributed 1,250 included records.

For filename labels, we removed extensions and recognized CDN size suffixes, split names into alphabetic tokens, and excluded common layout and campaign words such as “hero,” “banner,” and “offer.” Two or more qualifying non-generic words counted as descriptive; one counted as one-word. This is our rule-based heuristic, not a Google score. We did not independently hand-label a validation sample and make no classifier-accuracy claim.

Headline and category percentages are unweighted averages of within-site shares. Alt buckets describe whether an HTML attribute is present and its word count; they do not judge relevance, accuracy, or purpose. This purposive, one-day homepage sample is not representative of all websites.

Practical use

For new uploads, a short filename that identifies the image is easy to add before the file goes live. Alt text should describe an image’s purpose; decorative images may correctly use an empty alt attribute. When renaming an image that is already live, update every reference or redirect the old URL to avoid broken images.

Our bulk image renamer can create descriptive filenames and editable alt text in the browser. For broader guidance on formats, sizes, and sitemaps, see the image SEO guide. Bulk Image Optimizer provides browser-based image tools; files stay on the device unless the visitor chooses to create a share link.

Google’s published guidance covers image SEO best practices and URL structure. The full study, including its methodology and limitations, is available here.


Bulk Image Optimizer creates browser-based image tools and practical guides for working with digital images.

Top comments (0)