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Market/Categories/Developer & AI Platform/Prodigy

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Prodigyprodi.gy

No product description has been published for this domain yet. Everything below is measured directly.

Developer & AI Platformprodi.gyTracked since 2026-08-192 discovery sources
68.3KBacklinks
1.5KReferring domains
32Domain authority
+2.8%Referring domains · 90 days

Authority & distribution

How strong is Prodigy’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

68.3KCurrent snapshot

Referring domains

1.5KCurrent snapshot

Authority

32Domain authority · category median 22

90-day move

+2.8%Referring domains, last 90 days
At 32, Prodigy sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

Traffic & engagement

Where Prodigy ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending Prodigy traffic?

Measured · Pro

Measured for this product: AI referral traffic, which assistants refer it and which pages those referrals land on.

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Product profile

What Prodigy is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Prodigy”

No usable description reached this profile from any discovery source, so none is shown. The measured signals below are unaffected.

Developer & AI PlatformSeen 2026-08-19 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://prodi.gy

Observed across 2 discovery sources.

Research questions

What the evidence answers about Prodigy.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What problem does Prodigy solve?

Prodigy simplifies the creation of custom AI systems by making data annotation efficient and accessible. It allows users to define classification schemes with real-world examples and use models to assist, eliminating the need for machine learning experience. This addresses the bottleneck of labeled data for tasks like NLP and computer vision.

Who is the target audience for Prodigy?

Prodigy is designed for developers and teams building custom AI systems, particularly in fields like NLP and computer vision. It is used by organizations like S&P Global, The Guardian, and Nesta for tasks such as financial market transparency, news article processing, and labor market analysis.

What features and capabilities does Prodigy offer?

Prodigy offers a downloadable developer tool and library that allows users to create, review, and train from annotations. It features custom data feeds and interfaces, powerful built-in workflows, and the ability to automate annotation for over 10× efficiency. It is fully extensible and runs on the user's own machines.

How is Prodigy priced and packaged?

Prodigy is sold as a lifetime license, where users pay once and can use it forever. It has flexible options for individuals and teams, and it runs with full privacy as no data leaves the user's servers.

What is Prodigy used for and in what situations?

Prodigy is used as a downloadable annotation tool for building AI systems, specifically for data labeling for machine learning models. It is applied to tasks such as named entity recognition, text classification, object detection, image segmentation, and evaluation. It is suitable for environments with strict privacy requirements, as it runs entirely on the user's own machines.

What is Prodigy?

Prodigy is a downloadable annotation tool for building AI, machine learning, and NLP systems. It enables efficient data labeling and is designed to run entirely on a user's own infrastructure for maximum privacy and control.

Behind the lock

Unlock full Prodigy intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 2 of them do it, and the 2 pages they land on.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured