# Adapt vs Data Donkee

Adapt records 31,479 monthly visits with -21.2% month-over-month growth and Freemium, Free Trial pricing. Data Donkee records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [Adapt](https://openaitools.app/tool/adapt) | [Data Donkee](https://openaitools.app/tool/data-donkee) |
| :--- | :--- | :--- |
| Website URL | https://adapt.com | https://datadonkee.com |
| Categories | AI Agent, AI Data Mining, AI For Data Analytics | AI Data Mining, AI Agent, No-Code&Low-Code, AI Developer Tools |
| Pricing Model | Freemium, Free Trial | Contact for Pricing |
| Monthly Visits | 31,479 | 0 |
| MoM Growth Rate | -21.2% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 26,034 | 0 |
| Review Score | 4.2 | 3.9 |
| Saved Count | 0 | 1 |
| Supported Platforms | Website | Website |

## Adapt

Adapt positions itself as the operating layer for companies that want AI agents doing genuine work rather than demos. The company agent is the front end: it answers in Slack, email or a web app, reads from connected systems such as a CRM and mail, and carries out multi-step jobs. Because each run starts from what the previous run learned and uses the access rights of the requesting user, the agent stays inside existing permission boundaries instead of demanding a new security model.

Underneath the agent, Adapt exposes the infrastructure as separate products you can adopt individually or together. Sandboxes are isolated computers that run code outside your application, metered per second and free while parked. Storage keeps files and memories between runs so work compounds instead of resetting, and the model gateway routes requests to Claude, GPT, Gemini or other models through one API — you can switch models in configuration rather than rewriting code, use your own provider keys at no markup, or use Adapt's keys at list price plus a small surcharge.

For organisations that want the outcome without the build, Adapt offers AI Transformation Services: a roadmap for where agents fit, agents and infrastructure built and run on Adapt Cloud, in your VPC or on-premises, and ongoing upgrades, monitoring and incident response. A developer preview open-source company agent is also offered, which signals the platform is aimed at engineering teams as much as business users.

**Pricing & Plans:** Freemium-style entry with a free trial and usage-based components. Sandboxes are metered per second while running and cost nothing when parked; storage is billed on usage; the model gateway charges 0% markup when you bring your own provider API keys and list price plus roughly 5.5% when using Adapt's keys. AI Transformation Services and enterprise deployments are quoted individually.

- **Company agent:** One agent that works across every team's tools and knowledge, answering in Slack, email and the web app and acting with the permissions of the person asking.
- **Sandboxes:** Isolated computers for each agent run, configurable up to 32 vCPU and 32 GiB, billed by the second while active and free when parked.
- **Storage for files and memories:** Files persist after a sandbox stops and memories are recalled by later runs, so agents build on previous work instead of starting from scratch.
- **Model gateway:** Reach Claude, GPT, Gemini and other models through a single OpenAI-style API, switching models in configuration and optionally using your own provider keys at 0% markup.
- **Managed AI transformation services:** Adapt engineers help plan, build and operate agents on Adapt Cloud, in your VPC or on-premises, including monitoring and incident response.

**Strengths:** Agents operate with the asking user's existing permissions, which avoids inventing new access models; Infrastructure is modular, so you can start with one component and add the rest later; Model gateway keeps you vendor-neutral and charges no markup when you supply your own provider keys; Per-second sandbox billing with no charge while parked keeps experimentation costs low

**Limitations:** Per-second compute plus per-request model costs can be harder to forecast than a flat subscription; The open-source company agent is still a developer preview, so some capabilities are early; Setup benefit depends on how well your internal tools and data sources can be connected

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

## Data Donkee

Data Donkee positions itself as a simpler path to web data at scale. Instead of writing brittle scrapers and babysitting them every time a site redesigns its markup, you describe what you need in plain language and supply a JSON schema that defines the shape of the result. The agent then generates the extraction logic and returns clean, structured records.

The product highlights reliability and cost-efficiency: it aims to produce consistent extractions on complex, dynamic sites while generating reusable code so that repeated runs do not incur repeated heavy AI processing costs. Typical output is machine-readable JSON, which drops straight into analytics pipelines, spreadsheets or databases.

At the time of review the site operates in a waitlist/early-access mode and also offers purchasable curated datasets (for example an events dataset). Pricing is not published publicly, so commercial terms are arranged through the team.

**Pricing & Plans:** Pricing is not published on the site — access is via a waitlist/early-access request and custom commercial arrangements, so expect a contact-for-pricing model.

- **Natural-language extraction:** Describe the fields you want in everyday language instead of writing selectors or scraping code.
- **JSON schema output:** Define a strict output schema so results arrive in exactly the structure your downstream tools expect.
- **Handles complex, dynamic sites:** The agent navigates modern, JavaScript-heavy pages autonomously while aiming to keep extractions consistent.
- **Reusable extraction logic:** The agent generates reusable code so large-scale, repeatable runs stay cost-efficient.
- **Curated datasets:** Beyond custom extraction, Data Donkee offers ready-made datasets you can buy directly.

**Strengths:** No coding required — natural language plus a schema is enough; Schema-driven output keeps data clean and pipeline-ready; Aimed at complex, dynamic sites where simple scrapers break; Reusable extraction code helps control cost at scale

**Limitations:** Currently waitlist/early access, so onboarding is not instant; No public pricing — you must talk to the team to budget

[Profile (Markdown)](https://openaitools.app/tool/data-donkee.md)

## Frequently Asked Questions

### How do Adapt and Data Donkee compare in monthly traffic?

Adapt has 31,479 monthly visits, while Data Donkee has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Adapt has a month-over-month growth rate of -21.2%; Data Donkee has 0%.

### How does pricing compare?

Adapt: Freemium, Free Trial. Freemium-style entry with a free trial and usage-based components. Sandboxes are metered per second while running and cost nothing when parked; storage is billed on usage; the model gateway charges 0% markup when you bring your own provider API keys and list price plus roughly 5.5% when using Adapt's keys. AI Transformation Services and enterprise deployments are quoted individually. Data Donkee: Contact for Pricing. Pricing is not published on the site — access is via a waitlist/early-access request and custom commercial arrangements, so expect a contact-for-pricing model.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 3 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |
| 4 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Enterprise AI grounded in your company's own knowledge | [.md](https://openaitools.app/tool/glean.md) |
| 5 | [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | -1.7% | Contact for Pricing | An all-in-one AI super assistant for professionals and enterprises | [.md](https://openaitools.app/tool/abacus-ai.md) |
| 6 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 7 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) |
| 8 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) |
| 9 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Multiplayer AI where people and agents work side by side | [.md](https://openaitools.app/tool/dust.md) |
| 10 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) |

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Source: https://openaitools.app/compare/adapt-vs-data-donkee

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