If you have a messy folder full of PDFs, screenshots, scans, and photos, filenames usually don't help. You remember what is in the file, not how it was named. Searching for scan_9482.pdf is impossible if you never renamed it.
AI Search solves that problem by letting you search files by content. Instead of relying on exact filename matches, it uses semantic intent, so queries like “passport scan,” “invoice from Amazon,” or “blood test results” can find relevant files in local folders.
In RenameClick, AI Search is built as a dedicated workspace with recursive scanning, live counters, match-only results, and practical row actions. It is designed for discovery first, so results are read-only by default.

Key takeaways
- AI Search finds files by semantic intent, not exact filenames.
- You can scan one folder or include subfolders with recursive mode.
- Live counters show files in folder, processed, matched, and errors.
- AI Search is free for all users; credits are only for apply operations.
What does “search files by content” mean?
Traditional file search mostly matches filename text. That works if your naming is perfect, but breaks down for real-world folders where files are named with camera IDs, scanner defaults, or random export strings.
Content search changes the query model. You search by meaning, and the AI checks whether each file matches your intent. This is especially useful when:
- You remember the topic, not the filename.
- Documents came from scans or third-party exports.
- Photos or screenshots were never manually organized.
In practice, AI Search behaves like a semantic filter across your local files. You provide a search phrase and it returns the files that best match that intent.
How AI Search works in RenameClick
RenameClick adds AI Search as a dedicated workspace in the sidebar. It reuses the same provider stack used for renaming and organizing, including Local AI, OpenAI, Google, LM Studio, and Ollama.
Under the hood, search uses the existing categorization response contract so behavior stays consistent across providers.
Search flow: term, folder, run
The AI Search workflow is intentionally simple and fast:
- Enter a search term in the workspace header.
- Select a folder to scan.
- Choose whether recursive scan is enabled.
- Press Enter or click Search.
- Review matched files in the results list.
While search is running, the input is disabled to avoid conflicting state updates. You can stop search at any time, and partial progress/results remain visible.
Practical query examples
- “passport scan”
- “invoice from January”
- “blood test results”
- “receipt from amazon”
- “sunset beach photo”
Recursive scan and supported file types
AI Search can scan only the selected folder or include nested subfolders via a recursive toggle. Recursive mode is useful for archive-like structures where files are spread across many levels.
Search supports the same file formats as rename processing:
Images
JPG, JPEG, PNG, GIF, WEBP, BMP, SVG, HEIC, HEIF, TIFF, TIF.
Documents
PDF, DOC, DOCX, TXT, MD, CSV, RTF, ODT.
If the selected folder has no supported files, AI Search returns a clear empty state instead of showing a confusing “failed” flow.
Live counters and empty states
During processing, AI Search provides live progress counters so you can understand what the engine is doing in real time:
- Files in folder
- Processed
- Matched
- Errors
If processing is still running but no matches have appeared yet, the workspace shows an animated “Searching files with AI...” state. If search finishes with no matches, it switches to a clean no-match state.
This reduces uncertainty, especially on large folders where scanning can take time.
Result actions: reveal, exclude, and move to trash
AI Search returns a matched-files list in read-only mode. You do not apply rename/move changes here. Instead, each row includes lightweight follow-up actions:
- Reveal in folder to jump directly to the file location.
- Exclude from results to remove a false-positive from the current session view.
- Move to trash for obvious junk files.
This keeps search focused on discovery and triage, while rename/apply operations remain in dedicated workspaces.
Session persistence across app restarts
AI Search persists session state through app restarts so you can continue where you left off. The workspace restores:
- Search term
- Selected folder path
- Matched results list
- Progress counters
For users auditing large directories, this prevents wasted time rebuilding context after every restart.
Cross-workspace lock policy (safety against conflicting processing)
RenameClick enforces processing locks across workspaces to prevent race conditions and conflicting file operations.
While AI Search is running:
- Rename workspace processing is blocked.
- Auto Flow watch start is blocked.
- Provider switching/settings changes are blocked.
Search start is also blocked when Rename processing or Auto Flow watch is active. The UI shows explicit reasons via lock chips/tooltips, so users know exactly why Search is disabled.
Free usage and credits: what AI Search costs
AI Search is a free feature for all users. Searching files by content does not consume credits.
Credits are used only when you apply file-system changes in rename/organize workflows (for example: renaming or moving files on disk).
Simple pricing rule
Discovery is free. Apply operations consume credits on the Free plan.
Privacy: local-first AI file search
RenameClick is local-first. With local provider settings, files are analyzed on-device without uploads, which is critical for sensitive documents and personal photos.
If you choose cloud providers, network usage depends on the provider you selected. The app keeps this explicit by tying behavior to your active provider choice.
Best practices for better AI search results
- Use specific intent phrases, not one-word generic queries.
- Enable recursive mode for archive folders with nested structure.
- Start from a narrower folder to reduce noise on broad queries.
- Use Exclude for false positives to keep review focused.
Want to continue from search into file cleanup? Read AI File Renamer for naming workflows, AI File Organizer for category-based sorting, and AI File Sorter for watch-folder automation.
FAQ
Is AI Search in RenameClick free?
Can AI Search scan subfolders recursively?
What files can AI Search analyze?
Can I rename files directly from AI Search?
What happens if Auto Flow is already watching folders?
Want to try this workflow?
RenameClick runs offline by default and helps you rename and organize files by content — with a review-first flow.