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Public evidence · 13 October 2026

Defined.ai vs Protege

Managed marketplace meets specialist licensing. Neither advertised amounts nor a public seller route establish what your business will receive.

Jump to the terms ledger ↓

Research comparison; limited public terms. Pair-level evidence and scenario review is pending. Published fields alone do not meet our indexing threshold. This page is noindex and absent from the sitemap, not a negative verdict.

The terms ledger.

Headquarters or contact location is not seller eligibility. Response, acceptance and payout stages are not interchangeable.

Published descriptions and unresolved contract terms
CriterionDefined.aiProtege
Operating recordsPublished
Audio/video/images/text/multimodal; sales, stock, shipping, code, STEM, cinematic/anime
Source ↗
Published
Healthcare, video, audio/speech, spatial/physical and other domains; generic CRM/SOP archives not explicitly enumerated
Source ↗
Company eligibilityPublished
No fixed minimum; quality/metadata/rights, consent and compliance/cybersecurity vetting
Source ↗
Published
Typically owns outright or controls broad global/all-media rights; quality and opportunity-specific qualification.
Source ↗
Seller geographyPublished
Applicable rights/regulatory compliance; no blanket country acceptance verified
Source ↗
Unknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.
Published compensationProvider claim
Licensing fees driven by marketplace demand; terms partner-approved. $600K+ average revenue is a vendor statistic; currency context and period not independently established, not a guarantee
Source ↗
Provider claim
Negotiated revenue share. Gradient Health seven-figure revenue is a provider-hosted specialist case, not an ordinary business rate.
Source ↗
Fees & net proceedsUnknown
Not published / not established
Not established in inspected sources: Not published. Ask the provider; missing terms do not establish acceptance, free fees or a payment deadline. Inspection URLs remain in the profile source list.
Unknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.
Timeline & payment triggerProvider claim
Four-stage onboarding; no fixed elapsed-time or payout commitment
Source ↗
Provider claim
Active opportunities often fulfilled under a month; fulfillment is not seller payment timing.
Source ↗
Preparation & seller effortPublished
Apply as Data Partner via Jira portal; login needed
Source ↗
Published
Discovery → revenue-share agreement → curate/QA/mask → qualified deal → revenue-share payment.
Source ↗
Ownership & permitted useUnknown
Not published / not established
Not established in inspected sources; confirm in contract.
Published
Retains ownership; limited defined AI training/fine-tuning/evaluation/benchmarking rights; no public exhibition/redistribution/entertainment use.
Source ↗
Privacy & approvalProvider claim
Consent, compliance, cybersecurity and rights vetting; samples may be showcased under a free nonexclusive license. Confirm the Data Partner contract, not service-supplier project terms.
Source ↗
Provider claim
Identifier removal and jurisdiction-specific workflows; optional anonymization/voice modification. Media FAQ is not a universal operating-data contract.
Source ↗
ExclusivityUnknown
Not published / not established
Not established in inspected sources; confirm in contract.
Unknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.
Retention & deletionUnknown
Not published / not established
Not established in inspected sources; confirm in contract.
Unknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.
HQ / published contactPublished
US; Seattle, with Lisbon office; seller eligibility is separate.
Source ↗
Published
Published contact: New York, NY, US; not independently verified operational HQ.
Source ↗

Operating records

Defined.aiPublished
Audio/video/images/text/multimodal; sales, stock, shipping, code, STEM, cinematic/anime
Source ↗
ProtegePublished
Healthcare, video, audio/speech, spatial/physical and other domains; generic CRM/SOP archives not explicitly enumerated
Source ↗

Company eligibility

Defined.aiPublished
No fixed minimum; quality/metadata/rights, consent and compliance/cybersecurity vetting
Source ↗
ProtegePublished
Typically owns outright or controls broad global/all-media rights; quality and opportunity-specific qualification.
Source ↗

Seller geography

Defined.aiPublished
Applicable rights/regulatory compliance; no blanket country acceptance verified
Source ↗
ProtegeUnknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.

Published compensation

Defined.aiProvider claim
Licensing fees driven by marketplace demand; terms partner-approved. $600K+ average revenue is a vendor statistic; currency context and period not independently established, not a guarantee
Source ↗
ProtegeProvider claim
Negotiated revenue share. Gradient Health seven-figure revenue is a provider-hosted specialist case, not an ordinary business rate.
Source ↗

Fees & net proceeds

Defined.aiUnknown
Not published / not established
Not established in inspected sources: Not published. Ask the provider; missing terms do not establish acceptance, free fees or a payment deadline. Inspection URLs remain in the profile source list.
ProtegeUnknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.

Timeline & payment trigger

Defined.aiProvider claim
Four-stage onboarding; no fixed elapsed-time or payout commitment
Source ↗
ProtegeProvider claim
Active opportunities often fulfilled under a month; fulfillment is not seller payment timing.
Source ↗

Preparation & seller effort

Defined.aiPublished
Apply as Data Partner via Jira portal; login needed
Source ↗
ProtegePublished
Discovery → revenue-share agreement → curate/QA/mask → qualified deal → revenue-share payment.
Source ↗

Ownership & permitted use

Defined.aiUnknown
Not published / not established
Not established in inspected sources; confirm in contract.
ProtegePublished
Retains ownership; limited defined AI training/fine-tuning/evaluation/benchmarking rights; no public exhibition/redistribution/entertainment use.
Source ↗

Privacy & approval

Defined.aiProvider claim
Consent, compliance, cybersecurity and rights vetting; samples may be showcased under a free nonexclusive license. Confirm the Data Partner contract, not service-supplier project terms.
Source ↗
ProtegeProvider claim
Identifier removal and jurisdiction-specific workflows; optional anonymization/voice modification. Media FAQ is not a universal operating-data contract.
Source ↗

Exclusivity

Defined.aiUnknown
Not published / not established
Not established in inspected sources; confirm in contract.
ProtegeUnknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.

Retention & deletion

Defined.aiUnknown
Not published / not established
Not established in inspected sources; confirm in contract.
ProtegeUnknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.

HQ / published contact

Defined.aiPublished
US; Seattle, with Lisbon office; seller eligibility is separate.
Source ↗
ProtegePublished
Published contact: New York, NY, US; not independently verified operational HQ.
Source ↗

Which difference matters to your company?

Buyer relationship

If you already have a marketable data product, compare distribution rather than headline payouts: Defined.ai is managed marketplace, while Protege is specialist licensing. Listing or matching creates no purchase commitment; ask who actually signs and pays.

Defined.ai: source 1 ↗ source 2 ↗ source 3 ↗ Protege: source 1 ↗ source 2 ↗ source 3 ↗ Public descriptions, not tested seller outcomes.

Rights fit

For specialist healthcare or media rights, Protege's published categories and Gradient Health case are more relevant than ordinary CRM exports. Defined.ai lists Audio/video/images/text/multimodal; sales, stock, shipping, code, STEM, cinematic/anime. Do not extrapolate specialist case revenue to a small operating business.

Defined.ai: source 1 ↗ source 2 ↗ source 3 ↗ Protege: source 1 ↗ source 2 ↗ source 3 ↗ Public descriptions, not tested seller outcomes.

Payment trigger

Defined.ai: Four-stage onboarding; no fixed elapsed-time or payout commitment Protege: Active opportunities often fulfilled under a month; fulfillment is not seller payment timing. These clocks measure different stages, not equivalent payout deadlines; ask for a written acceptance-to-payment interval.

Defined.ai: source 1 ↗ source 2 ↗ source 3 ↗ Protege: source 1 ↗ source 2 ↗ source 3 ↗ Public descriptions, not tested seller outcomes.

Shared diligence, not shared guarantees.

Both routes need lawful rights to the material. Removing names does not remove confidentiality obligations or re-identification risk. Require sample approval, buyer-use restrictions, precise payment triggers and downstream retention/deletion terms.

Seller-outcome evidence

Defined.ai: No independently verified operating-business seller payout found. Marketplace listing or matching is not a purchase commitment.

Protege: Gradient Health seller-hosted announcement corroborates partnership and imaging supply, not revenue. Provider-hosted case claims seven-figure revenue; no independently audited receipt.

Put two routes side by side.

Choose two different providers. No income ranking.

Sources & unknowns.

Source claims were inspected on 13 October 2026. No intake was submitted or transaction tested. Unknowns are not zero fees, universal eligibility or unrestricted rights.

Read the evidence and indexing methodology →