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.
Peec AI records 262,088 monthly visits with +0.8% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing.

AI search visibility analytics for marketing teams
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | peec.ai | scale.com |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 262.09K (262,088) | 616.92K (616,915) |
| MoM Traffic Delta | +2.18K (+0.8%) | +68.69K (+12.5%) |
| Primary Market & Share | 🇺🇸 United States (25.4%) | 🇺🇸 United States (44.2%) |
| Direct Visits / mo | 157.3K | 191.41K |
| User Rating | 4.1 | 4.7 |
| Supported Platforms | Website | Website |

AI search visibility analytics for marketing teams
Monitor the share of AI chats that mention your brand, where it ranks inside answers, and how positively models describe it, tracked daily against competitors.
Track the prompts that matter across ChatGPT, Perplexity, Gemini, Copilot, AI Overviews, Naver AI and more, with AI-suggested prompts and search volume context.
See which domains, URLs and subdomains AI retrieves when answering, classify sources as editorial, competitor, reference or UGC, and spot citation gaps.
Connect AI visibility data to Claude, Cursor, n8n and other tools via MCP, automate reporting through the API, export CSV or build Looker Studio dashboards.
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.
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.

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.

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.

Monitors brand mentions and citations across generative search engines, offering very comparable AI search analytics features.
Monitors brand mentions and citations across generative search engines, offering very comparable AI search analytics features.

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.

Answer engine optimization platform tracking brand visibility and citations, though with broader automated optimization tools.
Answer engine optimization platform tracking brand visibility and citations, though with broader automated optimization tools.

See what AI assistants really say about your brand.
See what AI assistants really say about your brand.