# Dotient vs Poly

Dotient records 0 monthly visits with 0% month-over-month growth and Paid pricing. Poly records 724 monthly visits with -71.5% growth and Contact for Pricing pricing.

| Metric | [Dotient](https://openaitools.app/tool/dotient) | [Poly](https://openaitools.app/tool/poly) |
| :--- | :--- | :--- |
| Website URL | https://dotient.com | https://poly.app |
| Categories | AI Files, AI Search Engine, AI Photo Editor, Graph AI | AI Browsers, AI Files, AI Search Engine, AI Image Recognition |
| Pricing Model | Paid | Contact for Pricing |
| Monthly Visits | 0 | 724 |
| MoM Growth Rate | 0% | -71.5% |
| Primary Market | Global | Spain |
| Direct Visits | 0 | 295 |
| Review Score | 4.4 | 4.2 |
| Saved Count | 0 | 4 |
| Supported Platforms | Website | Website |

## Dotient

Dotient targets the long-standing problem of disorganised personal and creative file archives. Rather than relying on folders, filenames or manual tagging, it imports your files into a local index, where a quantized vision and text model embeds each item and builds a searchable profile. You then query the archive in ordinary language — for example describing a shot, a mood board reference or a scene — and Dotient returns matching files.

The application is deliberately offline. Models are downloaded to your machine, indexing and searching happen locally, and the vendor states that files never leave your device. That makes it a fit for photographers, designers, and teams who handle client or personal material they would rather not upload to a cloud service.

Beyond basic search, Dotient exposes a node-graph view where edges form from similarity between files and clusters are auto-detected, 'Cubbies' for grouping related assets into collections or mood boards, and a 'Lab' page for creating signals that fine-tune results — you can label a missed file and steer future output toward similar items. Plans are tied to licence keys rather than seats in the cloud.

**Pricing & Plans:** One-time purchase pricing: Standard costs $10 for one licence key with 3 seats and one AI model; an optional Plus add-on costs $4/month for higher-accuracy models, monthly model drops, .psd support and priority support; the Lifetime bundle is $40 one-time and includes Plus features plus all future updates. Payment is handled by Polar, and upgrades from Standard to Lifetime are supported.

- **Natural-language visual search:** Describe a file by what it looks like and find it without relying on filenames, tags or folder structure.
- **Fully offline indexing:** Quantized vision and text models are downloaded locally, so indexing and search run without an internet connection and files stay on your device.
- **Similarity graph view:** Browse your whole archive as a node graph where edges form from file similarity and clusters are detected automatically for labelling.
- **Cubbies collections:** Group related assets into named collections to build mood boards, reference sets or task-oriented file dumps.
- **Signal tuning in the Lab:** Create custom signals and label missed results so the app learns to surface more of the files you actually want.

**Strengths:** One-time Standard licence at $10 with no mandatory subscription; Works fully offline, so files never leave your machine; Natural-language visual search removes dependence on filenames and tagging; Graph view and Cubbies make large archives browsable, not just searchable

**Limitations:** Desktop-only; there is no web or mobile version; Requires an initial indexing pass that can take minutes on large archives; Highest-accuracy models, .psd support and priority help sit behind the paid Plus add-on; Licences are limited to 3 seats per key, so larger teams need multiple purchases

[Profile (Markdown)](https://openaitools.app/tool/dotient.md)

## Poly

Poly is a cloud file browser built around the idea that you should be able to ask for a file the way you would ask a colleague. Instead of memorizing folder structures, you describe what you need in natural language and Poly searches across images, video, audio, PDFs and documents — even finding a specific scene inside a clip or a paragraph inside a report. It can also chat about your files, transcribe interviews, and generate new images from folders of references.

Beyond search, Poly behaves like a full file platform. It offers multiple view modes from feed and grid to tree and gallery, automatic tagging, complete version history, public sharing, shared drives with separate permissions, and a native-feeling interface with keyboard shortcuts and drag-and-drop. A desktop app syncs Poly files with your local file system, and both web and desktop support offline work that syncs back when you reconnect.

Privacy is handled with encryption at every stage and a Hide from AI control so you can keep sensitive material out of the assistant's reach. Poly is currently presented as a beta with a waitlist, and pricing is not published publicly, so interested teams should join the waitlist or contact the company directly.

**Pricing & Plans:** Contact for pricing. Poly is currently offered through a beta with a join-waitlist flow, and we did not find a published self-serve pricing page during review. Reach out to the Poly team or join the waitlist for access and cost details.

- **Natural-Language AI Search:** Find files by image, concept, phrase, color, face or content similarity, and search inside documents and media for the exact page, paragraph or clip.
- **Chat and Summarize Files:** Ask questions about your files and get answers, summaries and transcriptions, with long-context reading across thousands of files in one conversation.
- **Intelligent File Management:** Store, browse and organize files with Feed, Grid, Icon, Tree, Column and Gallery views, automatic tagging and full version history.
- **Desktop Sync and Offline:** Access and sync Poly files through your local file system, with both web and desktop apps working offline until changes sync.
- **Privacy and Sharing Controls:** Encryption on device, in transit and in the cloud, plus a Hide from AI toggle and granular sharing and permissions for shared drives.

**Strengths:** Finds files by concept, color, face and content similarity, not just filename; Can search inside files for a precise scene, page or clip; Chats about and summarizes your documents, media and recordings; Desktop sync, offline support and rich view modes make it feel like a real file manager

**Limitations:** Currently in beta with a join-waitlist flow, so general availability may be gated; Some advertised capabilities such as collaborative conversations are marked 'coming soon'; No published self-serve pricing, so costs require contacting the team; AI indexing of large libraries means users should deliberately use the Hide from AI controls for sensitive files

[Profile (Markdown)](https://openaitools.app/tool/poly.md)

## Frequently Asked Questions

### How do Dotient and Poly compare in monthly traffic?

Dotient has 0 monthly visits, while Poly has 724. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dotient has a month-over-month growth rate of 0%; Poly has -71.5%.

### How does pricing compare?

Dotient: Paid. One-time purchase pricing: Standard costs $10 for one licence key with 3 seats and one AI model; an optional Plus add-on costs $4/month for higher-accuracy models, monthly model drops, .psd support and priority support; the Lifetime bundle is $40 one-time and includes Plus features plus all future updates. Payment is handled by Polar, and upgrades from Standard to Lifetime are supported. Poly: Contact for Pricing. Contact for pricing. Poly is currently offered through a beta with a join-waitlist flow, and we did not find a published self-serve pricing page during review. Reach out to the Poly team or join the waitlist for access and cost details.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | A free, AI-powered academic search engine for 240M+ papers across every scientific field | [.md](https://openaitools.app/tool/semantic-scholar.md) |
| 2 | [Clipto](https://openaitools.app/tool/clipto-com) | 1,857,276 | +10.9% | Free Trial, Paid | Local-first AI memory that makes your videos, audio and documents searchable | [.md](https://openaitools.app/tool/clipto-com.md) |
| 3 | [Lenso.ai](https://openaitools.app/tool/lenso-ai) | 1,588,648 | -1.3% | Freemium | AI reverse image search with face, place, and duplicate detection | [.md](https://openaitools.app/tool/lenso-ai.md) |
| 4 | [Dia Browser](https://openaitools.app/tool/dia-browser) | 1,254,172 | +108.4% | Free | The AI browser that reads between your tabs | [.md](https://openaitools.app/tool/dia-browser.md) |
| 5 | [Chat & Ask AI](https://openaitools.app/tool/askaichat-app) | 881,428 | +14.9% | Freemium | One subscription, many AI models — chat, search, analyze files and links | [.md](https://openaitools.app/tool/askaichat-app.md) |
| 6 | [Deep Search](https://openaitools.app/tool/deep-search) | 359,001 | -52.7% | Paid | AI-enriched people profiles built from the public web, with sources you can verify | [.md](https://openaitools.app/tool/deep-search.md) |
| 7 | [Face Search AI](https://openaitools.app/tool/face-search-ai) | 211,136 | +10% | Freemium, Paid | Reverse face search across the public web, with strong privacy guardrails | [.md](https://openaitools.app/tool/face-search-ai.md) |
| 8 | [Fabric](https://openaitools.app/tool/fabric) | 168,987 | +2.7% | Freemium | Your files, notes and meetings in one drive — with an AI that knows all of it. | [.md](https://openaitools.app/tool/fabric.md) |
| 9 | [Polar: AI Browser](https://openaitools.app/tool/polar-ai-browser) | 76,902 | +9.5% | Freemium | A Chromium-based AI browser that runs long internet tasks for you | [.md](https://openaitools.app/tool/polar-ai-browser.md) |
| 10 | [The Drive AI](https://openaitools.app/tool/the-drive-ai) | 56,992 | +19.4% | Freemium | An AI file assistant that organizes and answers questions across your team's documents | [.md](https://openaitools.app/tool/the-drive-ai.md) |

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Source: https://openaitools.app/compare/dotient-vs-poly

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