# Prolific vs Ultimaps

Prolific records 18,697,671 monthly visits with -1.8% month-over-month growth and Paid pricing. Ultimaps records 151,723 monthly visits with -11.3% growth and Freemium pricing.

| Metric | [Prolific](https://openaitools.app/tool/prolific-com) | [Ultimaps](https://openaitools.app/tool/ultimaps) |
| :--- | :--- | :--- |
| Website URL | https://prolific.com | https://ultimaps.com |
| Categories | AI Research Tool, AI Developer Tools, AI For Data Analytics | AI Map Generator, AI Charting, AI Design Generator, AI Graphic Design |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 18,697,671 | 151,723 |
| MoM Growth Rate | -1.8% | -11.3% |
| Primary Market | United States | United States |
| Direct Visits | 12,979,710 | 20,284 |
| Review Score | 4.6 | 4.4 |
| Saved Count | 13 | 2 |
| Supported Platforms | Website | Website |

## Prolific

Prolific operates a marketplace where researchers and organisations post studies and verified participants complete them for payment. The pitch is quality over volume: instead of a massive but unvetted panel, Prolific verifies participants, applies attention and honesty checks, and lets requesters filter by detailed demographic, professional, and behavioural criteria. That makes it possible to target narrow, representative groups — for example coding experts, healthcare professionals, or specific national populations — which matters when a study compares groups or needs to generalise beyond a convenience sample.

In recent years Prolific has leaned heavily into AI. Its AI offering covers human preference data for fine-tuning and reinforcement learning, safety evaluation, red-teaming, and benchmarks across languages and tasks. It also publishes a leaderboard of model quality based on human evaluation, and offers developer-facing tooling such as a human-feedback API, agent workflows, and a Model Context Protocol server so AI pipelines can call for human input programmatically. Alongside this, the original academic and market-research business remains central.

Pricing is usage-based. Requesters pay for participant rewards plus a platform fee, and researchers either fund studies per response or talk to sales for larger programmes and managed services. Because rates depend on study length, targeting criteria, and volumes, published list prices are rare — the platform directs larger customers to a sales conversation.

**Pricing & Plans:** Usage-based for requesters: you pay participant rewards plus a platform fee, with custom quotes for large or managed programmes. Participants earn per completed study; joining is free.

- **Verified, targetable participant pool:** Filter participants by detailed demographic, professional, and behavioural criteria and reach narrow or representative samples rather than a generic crowd.
- **AI data and human feedback:** Collect human preference data for model fine-tuning, run safety evaluations and red-teaming, and use a feedback API to plug humans into automated pipelines.
- **Built-in data-quality controls:** Attention checks, honesty screening, and approval workflows help filter out careless or fraudulent responses before you analyse results.
- **Fast study launches:** Publish a study and begin collecting responses quickly, with tooling that supports screening, quotas, and longitudinal designs.
- **Participant side with guaranteed pay:** Participants get a clear per-study reward, flexible scheduling, and a minimum pay standard enforced by the platform.

**Strengths:** Strong focus on data quality with verification and attention checks; Granular targeting that supports niche and representative samples; Fast turnaround compared with traditional panel providers; Growing AI-focused tooling including a human-feedback API and MCP server

**Limitations:** Pricing is quote-based for many use cases, which makes budgeting less transparent up front; Participant availability in some narrow demographics can be limited or slower to fill; Costs add up quickly for large multi-country or longitudinal studies

[Profile (Markdown)](https://openaitools.app/tool/prolific-com.md)

## Ultimaps

Ultimaps is an online map maker built for people who have data in a spreadsheet and need it on a map without learning GIS. You begin by selecting one of more than 200 pre-built vector maps — the world, a continent, any country, US states, individual states by county, or ZIP codes — each split into administrative regions you can color individually. From there you either shade regions by hand or bring in data by pasting from Excel, uploading a CSV, connecting Google Sheets or Notion, or typing a natural-language prompt like "color states by population." The tool matches your values to the right regions even when the formatting is messy, then generates a color scale and legend automatically.

For shareable output, Ultimaps converts any map into a live, embeddable experience. Tooltips and popups are populated from your data columns, so a single template covers every region, and visitors can hover, click through links, and pan or zoom. Publishing produces a shareable link or an embed code; in Notion, WordPress, Ghost and Substack you can simply paste the link and it renders as the live map, with edits reflected after publishing and no new code to re-paste. Static exports cover high-resolution PNG, SVG and PDF for reports, slides and print.

The platform also advertises an integration that lets users make maps from their data inside ChatGPT, plus quick single-purpose tools such as Color a Map, Map Maker, US Map Maker and ZIP Code Map Maker. Pricing is freemium: unlimited maps and importing are free, free PNG exports carry a small credit, and the Pro plan removes branding, unlocks vector and 6x-resolution exports, adds templates, duplicates, larger lookup and AI request allowances, and includes priority support. Custom maps for regions Ultimaps does not cover are available as a paid service. The company reports 25,000+ monthly users and a 4.8 out of 5 rating from 72 reviews.

**Pricing & Plans:** Freemium. The Free plan offers unlimited maps with Excel, CSV, Sheets and Notion imports, 100 address lookups and 20 AI requests per month, and PNG export with a small ultimaps.com credit. Pro (roughly EUR41.58/month billed yearly, around EUR49 monthly) adds unbranded exports, 6x-resolution PNG plus SVG and PDF, unbranded interactive maps, 5,000 lookups and 500 AI requests monthly, and priority support. Custom plans and single-map exports (about EUR12.50 per map) are also offered.

- **200+ Ready-Made Vector Maps:** Choose from world, continent, country, US state, county and ZIP code maps, each divided into regions you can color individually.
- **Spreadsheet & AI Data Import:** Paste from Excel, upload CSV, connect Google Sheets or Notion, or type a prompt like "color states by population" and let the AI map it.
- **Automatic Scales and Legends:** Smart color scaling picks palettes and breakpoints for your dataset and generates a matching legend without manual configuration.
- **Interactive Embeds:** Publish a live map with tooltips, popups, click-through links, pan and zoom, then embed it via one line of code or by pasting the link into Notion, WordPress, Ghost or Substack.
- **Pins and Annotations:** Geocode addresses into pins, group nearby locations with numbered markers, add annotations, and color-code regions by category or value.

**Strengths:** Very low friction: no account needed to start and no GIS skills required; Imports directly from Excel, CSV, Google Sheets and Notion with fuzzy region matching; Automatic color scales and legends save manual design work; Interactive embeds with tooltips and popups work across major CMS platforms

**Limitations:** Publishing interactive maps and unbranded exports require a paid tier; Free interactive maps display a small ultimaps.com credit; Free plan caps address lookups and AI requests each month; Advanced custom regions and themes need a bespoke arrangement

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

## Frequently Asked Questions

### How do Prolific and Ultimaps compare in monthly traffic?

Prolific has 18,697,671 monthly visits, while Ultimaps has 151,723. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Prolific has a month-over-month growth rate of -1.8%; Ultimaps has -11.3%.

### How does pricing compare?

Prolific: Paid. Usage-based for requesters: you pay participant rewards plus a platform fee, with custom quotes for large or managed programmes. Participants earn per completed study; joining is free. Ultimaps: Freemium. Freemium. The Free plan offers unlimited maps with Excel, CSV, Sheets and Notion imports, 100 address lookups and 20 AI requests per month, and PNG export with a small ultimaps.com credit. Pro (roughly EUR41.58/month billed yearly, around EUR49 monthly) adds unbranded exports, 6x-resolution PNG plus SVG and PDF, unbranded interactive maps, 5,000 lookups and 500 AI requests monthly, and priority support. Custom plans and single-map exports (about EUR12.50 per map) are also offered.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Branded](https://openaitools.app/tool/gobranded-com) | 3,704,728 | +6.6% | Contact for Pricing | Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning. | [.md](https://openaitools.app/tool/gobranded-com.md) |
| 2 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | The environments frontier AI trains on, and the agents that do the recurring work | [.md](https://openaitools.app/tool/labelbox.md) |
| 3 | [Appen](https://openaitools.app/tool/appen-com) | 665,840 | +0.2% | Contact for Pricing | Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys. | [.md](https://openaitools.app/tool/appen-com.md) |
| 4 | [Julius AI](https://openaitools.app/tool/julius-ai) | 665,487 | +5% | Free Trial, Contact for Pricing | Offers powerful AI data analysis and charting from spreadsheets, but lacks dedicated geographic map rendering features. | [.md](https://openaitools.app/tool/julius-ai.md) |
| 5 | [SuperAnnotate](https://openaitools.app/tool/super-annotate) | 386,034 | +37.4% | Free Trial, Contact for Pricing | AI data infrastructure for building production-grade models | [.md](https://openaitools.app/tool/super-annotate.md) |
| 6 | [Voxpopme](https://openaitools.app/tool/voxpopme-com) | 301,522 | +38.5% | Contact for Pricing | Specializes in video-based consumer interviews and AI qualitative analysis, but less focused on quantitative academic survey panels. | [.md](https://openaitools.app/tool/voxpopme-com.md) |
| 7 | [Emporia Research](https://openaitools.app/tool/emporia-research) | 270,281 | -0.6% | Contact for Pricing | Sources verified B2B professionals and healthcare experts for specialized research, but lacks broad general-population academic panels. | [.md](https://openaitools.app/tool/emporia-research.md) |
| 8 | [Mappedin](https://openaitools.app/tool/mappedin-com) | 173,962 | -28.6% | Freemium, Contact for Pricing | One live indoor map for wayfinding, operations and security | [.md](https://openaitools.app/tool/mappedin-com.md) |
| 9 | [Label Studio](https://openaitools.app/tool/label-studio) | 137,199 | -16.1% | Contact for Pricing, Free | Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce. | [.md](https://openaitools.app/tool/label-studio.md) |
| 10 | [Graphy](https://openaitools.app/tool/graphy-for-data-storytelling) | 81,219 | -26.7% | Freemium | Transforms raw spreadsheets into presentation-ready charts and visual insights, but does not build geographic maps. | [.md](https://openaitools.app/tool/graphy-for-data-storytelling.md) |

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Source: https://openaitools.app/compare/prolific-com-vs-ultimaps

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