Audit keyword coverage
Check whether required terms, product names, glossary items, or compliance phrases actually appear across your corpus.
Local-first keyword scanner for Mac
Scan folders fast. See where every keyword actually lands.
Million Keywords helps teams audit text-heavy folders, validate keyword coverage, catch missing terms, and export clean CSV reports. It is built for people who need signal from a lot of files, not another cloud dashboard.
Why it matters
A keyword checker for real document volume
When your source material lives across folders, drafts, support docs, release notes, metadata files, and localization packages, a browser search is not enough. Million Keywords gives you a local document keyword scanner that can audit hundreds or thousands of text files, show matched files, summarize matched keywords, and export everything into structured CSV reports.
Find what is missing
Review unmatched or low-coverage terms before launch, review, migration, or handoff.
Export clean evidence
Turn scans into file summaries, keyword summaries, and match-detail CSV files for downstream reporting.
Core workflow
Built for repeatable audits, not one-off searches
The app keeps the loop simple: choose a folder, import a keyword list, fine-tune scan rules, run the scan, inspect results, and export the evidence. That makes it useful for content teams, App Store optimization reviews, glossary QA, and release readiness work.
Choose a documents folder
Scan a folder recursively so large content sets can be audited in one pass.
Load or clean a keyword file
Reload, deduplicate, sort alphabetically, or save a normalized keyword list before scanning.
Control scan behavior
Set text extensions and case sensitivity so the keyword search matches the structure of your corpus.
Inspect and export results
Sort matched files and keywords by occurrences, paths, or document counts, then export CSV outputs.
Search intent coverage
Useful for ASO, compliance, localization, and content operations
Million Keywords works well as a Mac keyword scanner for App Store metadata prep, keyword coverage review, glossary enforcement, document migration QA, editorial cleanup, support-center maintenance, and other text-heavy verification workflows.
ASO keyword audit
Check if launch files, release notes, and metadata drafts use your target terms consistently.
Localization glossary QA
Scan export folders to make sure approved terminology appears where it should.
Compliance phrase checks
Verify required terms are present before sending a document set to review or publication.
Content inventory cleanup
Surface duplicate or stale vocabulary across knowledge bases, guides, and campaign folders.
Plain-language privacy
Your document review stays on your machine
Million Keywords is designed as a local-first utility. It does not require an account, and it does not upload the folders you scan or the keyword files you open. Purchases and subscription restoration are handled through Apple.