Find the Right Stock Photo
This skill gets you from "I need an image of X" to a short list of strong
candidates from the right source. It owns two decisions: which library to
search and what to type into it. It does not decide whether you may legally
use the result (that is image-license-rights), it does not fetch images in code
(that is stock-photo-api), and it does not turn a pile of candidates into a
cohesive, on-brand set (that is visual-asset-curation).
When to use a sibling instead
- "Can I legally use this? Do I need attribution or a model release?" ->
image-license-rights. Always run it before you ship anything commercial.
- "Pull stock photos into my app / script automatically." ->
stock-photo-api.
- "I have ten options, which ones and in what order, and why do they look
cheap?" -> visual-asset-curation.
Step 1: Write the one-line visual brief
Never search before you can fill this in. Vague searches return the most generic,
most-used (most cliched) images on the platform.
- Subject - the concrete noun ("a barista steaming milk", not "coffee").
- Context / setting - where it happens ("small independent cafe, morning light").
- Mood / emotion - "calm and focused", "energetic", "quiet luxury".
- Use + placement - hero banner, blog inline, ad, slide background. This sets
orientation and resolution.
- Commercial or editorial - is it selling something (commercial) or
illustrating a story/news (editorial)? This changes which sources are even
legal. Hand the call to image-license-rights if unsure.
- Budget - free-only, or is paid on the table?
Step 2: Pick the source by use case
Match the brief to a library before you search. The order below is the default
decision path.
- Free, general-purpose, fast -> Unsplash, Pexels, Pixabay. Huge free
catalogs, generous licenses, no cost. Trade-off: the popular shots are heavily
reused - a first-page result on these platforms can have hundreds of thousands
of downloads, which is exactly why it reads as "stock". Best for blogs, side
projects, MVPs, and backgrounds. Pexels and Pixabay also carry free stock video.
- Curated / authentic / premium-but-affordable -> Stocksy, Stills, Death to
Stock. Smaller, art-directed collections that dodge the cliche look. Reach
here when the free libraries feel generic or the brand needs to look considered.
(Verify the license tier on the provider before relying on it - see
image-license-rights.)
- Broadest selection, paid, releases handled -> Adobe Stock, Shutterstock,
iStock / Getty RF. When you need a specific, hard-to-find shot and want
model/property releases already in place for commercial use. Subscriptions or
credit packs.
- Editorial: news, sports, celebrities, real events, brands -> Getty
Images, AP, Reuters. These are editorial-use-only unless explicitly licensed
otherwise - you cannot use them to imply endorsement or to advertise. This is a
licensing trap; confirm with image-license-rights.
- Illustration, vector, icon, or 3D instead of a photo -> Adobe Stock,
Freepik, unDraw, or icon-specific libraries. (Photo search heuristics below
still apply.)
Rule of thumb: start free for anything internal or low-stakes; move to curated or
paid the moment the image is the hero of a brand-facing surface.
Step 3: Craft the search query
Search like a photo editor, not like Google.
- Lead with a concrete, photographable noun. "engineer debugging at night",
not "productivity". Abstractions return the worst stock cliches.
- Add context and emotion as separate terms. subject + setting + mood:
"founder laptop coffee shop candid".
- Use the platform filters, not just words: orientation (landscape /
portrait / square), color, "people / no people", and (on paid sites) number of
people, age, and editorial vs commercial toggles.
- Search synonyms and adjacent scenes. If "team meeting" is all cliche,
try "whiteboard sketching", "two people reviewing a screen", "office hallway".
The strongest shot is often one query sideways from the obvious one. Run at
least 3 query variants before settling, and scroll past the first page or two
of results on free libraries - that is where the least-reused shots live.
- Match orientation to placement up front - a wide hero needs landscape with
negative space on one side for text; a phone splash needs portrait. Filter for
it rather than cropping a square later.
Step 4: Evaluate the candidates
For each shortlisted image, check, in order:
- Resolution / aspect fits the placement at full size. A full-width hero
needs an original of roughly 2400px or more on the long edge (about 2x the
rendered slot for retina screens); social posts and thumbnails need at least
~1080px. Avoid upscaling.
- Licensing is viable for the use - flag editorial-only and
release-required shots and pass them to image-license-rights before
committing.
- Identifiable people, logos, or artwork present? -> likely needs a release
for commercial use. Note it; do not assume the platform handled it (free
libraries often have not).
- Cliche check - staged handshake, fake laughing at salad, isolated-on-white
"teamwork"? If the set looks generic, hand the finalists to
visual-asset-curation to tighten and de-cliche.
Deliverable
Produce a shortlist of 3-8 candidate images, each with: the source URL, the
library and license type, resolution and orientation, and any editorial-only or
release-required flag - plus the one-line brief and the queries that produced
the set, so the search can be re-run or extended. Hand the shortlist to
image-license-rights before anything ships commercially.
Quality bar
- A written brief existed before the first search.
- Source was chosen deliberately (free vs curated vs paid vs editorial), not by
habit.
- At least one "sideways" query was tried beyond the obvious keyword.
- Every finalist has its source URL recorded for the license check.
- Editorial-only and release-required images are flagged, not silently shipped.
Do NOT
- Do not grab the top first-page result on a free library - the most-downloaded
shots are the most reused, and readers have seen them on ten other sites.
- Do not search abstract nouns ("success", "innovation", "growth") - they return
the platform's worst cliches; translate the concept into a photographable scene
first.
- Do not use editorial-archive images (Getty editorial, AP, Reuters) in ads,
landing pages, or anything commercial - editorial-use-only is a legal line,
not a suggestion.
- Do not crop your way out of a wrong orientation - a square chopped into a wide
hero loses composition and resolution; filter for the right orientation at
search time.
- Do not assume "free" means release-free - free libraries frequently host
images of identifiable people and logos with no model or property release
attached.
- Do not ship a finalist without its source URL and license type recorded - an
untraceable image is an unlicensable image.
1---2name: find-the-right-stock-photo3description: Source the right stock photograph for a brief by picking the best library and crafting the search. Use when you need a real photo or image for a hero, blog post, ad, slide, mockup, social post, or thumbnail and you are not sure where to look or what to search, or when someone says "find me a photo of...", "where do I get images for this", "I need a hero image", or "good free stock photos for X". It covers free libraries (Unsplash, Pexels, Pixabay), curated and boutique sources (Stocksy, Stills, Death to Stock), broad paid catalogs (Adobe Stock, Shutterstock, iStock), and editorial archives (Getty, AP, Reuters). Do NOT use to decide whether a license actually permits your use or whether you need a release -> use image-license-rights; do NOT use to fetch images programmatically in code -> use stock-photo-api; do NOT use to art-direct a cohesive set or fix a cliched look -> use visual-asset-curation.4---56# Find the Right Stock Photo78This skill gets you from "I need an image of X" to a short list of strong9candidates from the *right* source. It owns two decisions: **which library to10search** and **what to type into it**. It does not decide whether you may legally11use the result (that is `image-license-rights`), it does not fetch images in code12(that is `stock-photo-api`), and it does not turn a pile of candidates into a13cohesive, on-brand set (that is `visual-asset-curation`).1415## When to use a sibling instead1617- **"Can I legally use this? Do I need attribution or a model release?"** ->18 **image-license-rights**. Always run it before you ship anything commercial.19- **"Pull stock photos into my app / script automatically."** ->20 **stock-photo-api**.21- **"I have ten options, which ones and in what order, and why do they look22 cheap?"** -> **visual-asset-curation**.2324## Step 1: Write the one-line visual brief2526Never search before you can fill this in. Vague searches return the most generic,27most-used (most cliched) images on the platform.2829- **Subject** - the concrete noun ("a barista steaming milk", not "coffee").30- **Context / setting** - where it happens ("small independent cafe, morning light").31- **Mood / emotion** - "calm and focused", "energetic", "quiet luxury".32- **Use + placement** - hero banner, blog inline, ad, slide background. This sets33 orientation and resolution.34- **Commercial or editorial** - is it selling something (commercial) or35 illustrating a story/news (editorial)? This changes which sources are even36 legal. Hand the call to **image-license-rights** if unsure.37- **Budget** - free-only, or is paid on the table?3839## Step 2: Pick the source by use case4041Match the brief to a library before you search. The order below is the default42decision path.4344- **Free, general-purpose, fast** -> **Unsplash, Pexels, Pixabay.** Huge free45 catalogs, generous licenses, no cost. Trade-off: the popular shots are heavily46 reused - a first-page result on these platforms can have hundreds of thousands47 of downloads, which is exactly why it reads as "stock". Best for blogs, side48 projects, MVPs, and backgrounds. Pexels and Pixabay also carry free stock *video*.49- **Curated / authentic / premium-but-affordable** -> **Stocksy, Stills, Death to50 Stock.** Smaller, art-directed collections that dodge the cliche look. Reach51 here when the free libraries feel generic or the brand needs to look considered.52 (Verify the license tier on the provider before relying on it - see53 image-license-rights.)54- **Broadest selection, paid, releases handled** -> **Adobe Stock, Shutterstock,55 iStock / Getty RF.** When you need a specific, hard-to-find shot and want56 model/property releases already in place for commercial use. Subscriptions or57 credit packs.58- **Editorial: news, sports, celebrities, real events, brands** -> **Getty59 Images, AP, Reuters.** These are *editorial-use-only* unless explicitly licensed60 otherwise - you cannot use them to imply endorsement or to advertise. This is a61 licensing trap; confirm with **image-license-rights**.62- **Illustration, vector, icon, or 3D instead of a photo** -> Adobe Stock,63 Freepik, unDraw, or icon-specific libraries. (Photo search heuristics below64 still apply.)6566Rule of thumb: start free for anything internal or low-stakes; move to curated or67paid the moment the image is the hero of a brand-facing surface.6869## Step 3: Craft the search query7071Search like a photo editor, not like Google.7273- **Lead with a concrete, photographable noun.** "engineer debugging at night",74 not "productivity". Abstractions return the worst stock cliches.75- **Add context and emotion as separate terms.** subject + setting + mood:76 "founder laptop coffee shop candid".77- **Use the platform filters**, not just words: orientation (landscape /78 portrait / square), color, "people / no people", and (on paid sites) number of79 people, age, and editorial vs commercial toggles.80- **Search synonyms and adjacent scenes.** If "team meeting" is all cliche,81 try "whiteboard sketching", "two people reviewing a screen", "office hallway".82 The strongest shot is often one query sideways from the obvious one. Run at83 least 3 query variants before settling, and scroll past the first page or two84 of results on free libraries - that is where the least-reused shots live.85- **Match orientation to placement up front** - a wide hero needs landscape with86 negative space on one side for text; a phone splash needs portrait. Filter for87 it rather than cropping a square later.8889## Step 4: Evaluate the candidates9091For each shortlisted image, check, in order:92931. **Resolution / aspect fits the placement** at full size. A full-width hero94 needs an original of roughly 2400px or more on the long edge (about 2x the95 rendered slot for retina screens); social posts and thumbnails need at least96 ~1080px. Avoid upscaling.972. **Licensing is viable for the use** - flag editorial-only and98 release-required shots and pass them to **image-license-rights** before99 committing.1003. **Identifiable people, logos, or artwork present?** -> likely needs a release101 for commercial use. Note it; do not assume the platform handled it (free102 libraries often have not).1034. **Cliche check** - staged handshake, fake laughing at salad, isolated-on-white104 "teamwork"? If the set looks generic, hand the finalists to105 **visual-asset-curation** to tighten and de-cliche.106107## Deliverable108109Produce a shortlist of 3-8 candidate images, each with: the source URL, the110library and license type, resolution and orientation, and any editorial-only or111release-required flag - plus the one-line brief and the queries that produced112the set, so the search can be re-run or extended. Hand the shortlist to113image-license-rights before anything ships commercially.114115## Quality bar116117- A written brief existed before the first search.118- Source was chosen deliberately (free vs curated vs paid vs editorial), not by119 habit.120- At least one "sideways" query was tried beyond the obvious keyword.121- Every finalist has its source URL recorded for the license check.122- Editorial-only and release-required images are flagged, not silently shipped.123124## Do NOT125126- Do not grab the top first-page result on a free library - the most-downloaded127 shots are the most reused, and readers have seen them on ten other sites.128- Do not search abstract nouns ("success", "innovation", "growth") - they return129 the platform's worst cliches; translate the concept into a photographable scene130 first.131- Do not use editorial-archive images (Getty editorial, AP, Reuters) in ads,132 landing pages, or anything commercial - editorial-use-only is a legal line,133 not a suggestion.134- Do not crop your way out of a wrong orientation - a square chopped into a wide135 hero loses composition and resolution; filter for the right orientation at136 search time.137- Do not assume "free" means release-free - free libraries frequently host138 images of identifiable people and logos with no model or property release139 attached.140- Do not ship a finalist without its source URL and license type recorded - an141 untraceable image is an unlicensable image.