Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. SEOmator records 187,850 monthly visits with +10.6% growth and Freemium, Paid pricing.
The data, evaluations and systems behind AI that has to be right.
AI SEO manager that tracks rankings and AI answers, then does the work
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | seomator.com |
| Pricing Model | Contact for Pricing | Freemium, Paid |
| Monthly Visits | 616.92K (616,915) | 187.85K (187,850) |
| MoM Traffic Delta | +68.69K (+12.5%) | +17.96K (+10.6%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇮🇳 India (43.2%) |
| Direct Visits / mo | 191.41K | 50.19K |
| User Rating | 4.7 | 4.4 |
| Supported Platforms | Website | Website |
The data, evaluations and systems behind AI that has to be right.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
AI SEO manager that tracks rankings and AI answers, then does the work
Daily monitoring of AI prompts across ChatGPT, Gemini and Google AI Mode, showing which brands are named and which pages are cited, alongside Google rankings with AI Overviews.
A structured diagnostic that explains what changed on your site, ranks issues by impact, and turns findings into a prioritized task list.
An agent that drafts rewrites, new pages, schema, internal links and technical fixes, plus off-site work, publishing only changes you approve and tracking results afterwards.
An MIT-licensed audit engine usable as a CLI, desktop app or Claude Code skill, or hosted by SEOmator as part of the agent.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistAI search visibility analytics for marketing teams
SpecialistAI search visibility analytics for marketing teams
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Excels at AI-driven content creation and brand mention monitoring, but offers less granular technical SEO auditing.
Excels at AI-driven content creation and brand mention monitoring, but offers less granular technical SEO auditing.
Stronger focus on automated article generation and keyword research, but lighter on broad traditional rank tracking.
Stronger focus on automated article generation and keyword research, but lighter on broad traditional rank tracking.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
