# Appen vs findable.

Appen records 665,840 monthly visits with +0.2% month-over-month growth and Contact for Pricing pricing. findable. records 25,378 monthly visits with -42.2% growth and Free Trial, Paid pricing.

| Metric | [Appen](https://openaitools.app/tool/appen-com) | [findable.](https://openaitools.app/tool/findable) |
| :--- | :--- | :--- |
| Website URL | https://appen.com | https://findableapp.com |
| Categories | AI Models, Large Language Models (LLMs), AI Developer Tools | AI SEO Tools, Large Language Models (LLMs), AI Search Engine, SEO Writing AI |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 665,840 | 25,378 |
| MoM Growth Rate | +0.2% | -42.2% |
| Primary Market | United States | Global |
| Direct Visits | 238,314 | 10,100 |
| Review Score | 4.4 | 4.1 |
| Saved Count | 2 | 0 |
| Supported Platforms | Website | Website |

## Appen

Appen is one of the oldest pure-play AI data companies, tracing its roots to 1996 when it began building human-labeled datasets for speech recognition and NLP. Over three decades it supported successive generations of model development — search relevance in the 2000s, machine translation, deep-learning vision annotation, Transformer-era semantics, GPT-3 scale corpora, RLHF for conversational AI, and now agentic and multimodal foundation models.

Today Appen positions itself around six specialised capability areas: Frontier Alignment (chain-of-thought reasoning traces, SME RLHF, supervised fine-tuning demonstrations, adversarial red teaming), Agentic AI (golden trajectories, RL environment design, failure-mode taxonomies, SWE-driven evaluation), Multimodal and Speech AI (multilingual ASR and conversational corpora, expressive TTS annotation, VLM training data, video action labelling), Physical AI (LiDAR point-cloud annotation, multi-camera sensor fusion, robotics demonstration trajectories, world-model rollouts), Model Integrity (hallucination benchmarking, bias detection, regulatory audits and continuous monitoring), and Research Services (context engineering, calibrated LLM-as-a-judge, synthetic data and custom benchmarking).

Delivery runs through Appen's AI Data Platform (ADAP), which blends automation with human oversight, and the company cites SOC 2 and ISO 27001 certification, 500+ global locales, and a client roster that includes major cloud, search, retail and aerospace organisations. Appen does not publish self-serve pricing; engagements start with a scoping conversation and are quoted per project, so cost depends on data volume, language coverage, modality and annotation complexity.

**Pricing & Plans:** Enterprise/contact-for-pricing. Appen does not publish self-serve plans; projects are scoped and quoted individually. Appen also sells off-the-shelf (OTS) datasets and crowd/contractor workforce programs with separate terms.

- **Frontier alignment data:** Chain-of-thought reasoning traces, SME-level RLHF, supervised fine-tuning demonstrations and adversarial red teaming for the most capable models.
- **Agentic AI datasets:** Golden trajectories, RL environment design, failure-mode taxonomies and software-engineering-driven deep evaluation for autonomous agents.
- **Multimodal and speech corpora:** Multilingual ASR and conversational speech data, expressive TTS annotation, vision-language model training data, video action labelling and voice-agent evaluation.
- **Physical AI annotation:** LiDAR point-cloud labeling, multi-camera sensor fusion, robot demonstration trajectories, world-model rollouts and embodied interaction logs.
- **Model integrity and evaluation:** Hallucination benchmarking, bias detection, regulatory audits and continuous monitoring, plus independent model evaluation.
- **AI Data Platform (ADAP):** A production platform that combines automation with human oversight, with SOC 2 and ISO 27001 certification and 500+ locales covered.

**Strengths:** Three decades of annotation methodology, tooling and workforce management experience; Very broad coverage: frontier alignment, agentic, speech, multimodal, physical AI and evaluation in one vendor; 500+ locales and multilingual expertise that most in-house teams cannot match; Enterprise-grade security posture (SOC 2, ISO 27001) and publicly listed governance

**Limitations:** No transparent self-serve pricing; every engagement requires a sales/scoping cycle; Enterprise-oriented contracts can be heavy for small teams or indie developers; Quality depends on workforce management, so results vary by project and locale; Overlaps with many cheaper specialist annotation vendors, making vendor selection non-trivial

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

## findable.

findable. addresses a newer marketing problem: buyers increasingly ask ChatGPT, Gemini, Perplexity and Google AI Mode what to buy, where to go and whom to trust, so a brand's visibility in traditional search results no longer tells the whole story. The platform runs daily prompt sets across multiple AI assistants and search engines, tracking mentions, citations, sentiment and competitor share of voice, then scores the brand against rivals such as MUJI, Zara or H&M style benchmarks.

Two features set it apart from pure monitoring tools. First, crawler auditing shows which search, AI and social bots can actually reach a client's site, flagging robots.txt rules that block ChatGPT, Claude or Perplexity from discovering content. Second, its content workspace turns audit results into briefs, outlines and keyword guidance, including content-gap and E-E-A-T analysis, so teams can act rather than just observe. Google Search Console integration lets teams optimise for classic Google and AI answers in the same view.

Agency workflows are a clear design priority: a multi-brand dashboard keeps every client in one place, competitor comparisons make pitch decks stronger, and progress tracking supports retainer conversations. There is a free trial and paid plans; check the pricing page for current tiers.

**Pricing & Plans:** Free trial available with paid plans; exact tiers, seat limits and prompt volumes are listed on the vendor's pricing page.

- **AI visibility monitoring:** Runs prompt sets across ChatGPT, Google AI Mode, Gemini, Claude, Perplexity and others to track mentions, citations and sentiment over time.
- **Crawler and robots.txt audit:** Shows which search, AI and social crawlers can reach a site and flags rules blocking ChatGPT, Claude or Perplexity.
- **Content generation workspace:** Turns gaps into briefs, outlines and keyword guidance, with content-gap and E-E-A-T scoring.
- **Multi-brand agency dashboard:** Manages many client domains in one place, with competitor score comparisons for pitches.
- **Search Console integration:** Connects Google Search Console and Webmaster Tools so teams optimise for Google and AI answers together.

**Strengths:** Covers multiple AI assistants and search engines in one view; Unique crawler-access auditing that many trackers skip; Agency-friendly multi-brand and competitor workspaces; Turns monitoring insight into content briefs

**Limitations:** Pricing is aimed at agencies and larger brands rather than solo hobbyists; Results depend on third-party AI assistants whose behaviour changes frequently; Real value requires ongoing prompt management rather than one-off checks

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

## Frequently Asked Questions

### How do Appen and findable. compare in monthly traffic?

Appen has 665,840 monthly visits, while findable. has 25,378. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Appen has a month-over-month growth rate of +0.2%; findable. has -42.2%.

### How does pricing compare?

Appen: Contact for Pricing. Enterprise/contact-for-pricing. Appen does not publish self-serve plans; projects are scoped and quoted individually. Appen also sells off-the-shelf (OTS) datasets and crowd/contractor workforce programs with separate terms. findable.: Free Trial, Paid. Free trial available with paid plans; exact tiers, seat limits and prompt volumes are listed on the vendor's pricing page.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Prolific](https://openaitools.app/tool/prolific-com) | 18,697,671 | -1.8% | Paid | Connects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines. | [.md](https://openaitools.app/tool/prolific-com.md) |
| 2 | [Invisible Technologies](https://openaitools.app/tool/invisible-technologies-inc) | 1,364,520 | +64.4% | Contact for Pricing | Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service. | [.md](https://openaitools.app/tool/invisible-technologies-inc.md) |
| 3 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces. | [.md](https://openaitools.app/tool/labelbox.md) |
| 4 | [Scale](https://openaitools.app/tool/scale) | 616,915 | +12.5% | Contact for Pricing | Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing. | [.md](https://openaitools.app/tool/scale.md) |
| 5 | [SuperAnnotate](https://openaitools.app/tool/super-annotate) | 386,034 | +37.4% | Free Trial, Contact for Pricing | Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks. | [.md](https://openaitools.app/tool/super-annotate.md) |
| 6 | [Surfer](https://openaitools.app/tool/surferseo-com) | 249,599 | -29.3% | Paid, Contact for Pricing | AI visibility platform to get your brand cited in AI search | [.md](https://openaitools.app/tool/surferseo-com.md) |
| 7 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Agent observability, evaluation, and continuous improvement for production AI | [.md](https://openaitools.app/tool/arize-com.md) |
| 8 | [Encord](https://openaitools.app/tool/encord-com) | 244,204 | +9.4% | Contact for Pricing | The multimodal data layer for computer vision and physical AI teams | [.md](https://openaitools.app/tool/encord-com.md) |
| 9 | [AISEO](https://openaitools.app/tool/aiseo) | 152,626 | +28.1% | Free Trial, Paid | AI SEO agents that rank on Google and get cited by AI chatbots | [.md](https://openaitools.app/tool/aiseo.md) |
| 10 | [Defined.ai](https://openaitools.app/tool/definedcrowd-com) | 146,251 | -21% | Contact for Pricing | Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen. | [.md](https://openaitools.app/tool/definedcrowd-com.md) |

---
Source: https://openaitools.app/compare/appen-com-vs-findable

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)