Data fit
For ServiceNow resolution histories, Hookshot names a current fastest focus. Defined.ai lists Audio/video/images/text/multimodal; sales, stock, shipping, code, STEM, cinematic/anime. Broader categories do not establish current buyer demand.
Defined.ai vs Hookshot Data / Protege AI
Managed marketplace meets managed intermediary. 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.
| Criterion | Defined.ai | Hookshot Data / Protege AI |
|---|---|---|
| Operating records | Published Audio/video/images/text/multimodal; sales, stock, shipping, code, STEM, cinematic/anime Source ↗ | Published ServiceNow ITSM resolutions (current fastest focus), SOPs, CRM, incidents, engineering reviews, finance and wikis Source ↗ |
| Company eligibility | Published No fixed minimum; quality/metadata/rights, consent and compliance/cybersecurity vetting Source ↗ | Published No size threshold published; each PE portfolio company retains sign-off. Source ↗ |
| Seller geography | Published 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 compensation | Provider 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 Upfront or license fees; low-six to low-seven figure comparable deals are context, not verified Hookshot seller receipts. Source ↗ |
| Fees & net proceeds | Unknown 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 trigger | Provider claim Four-stage onboarding; no fixed elapsed-time or payout commitment Source ↗ | Unknown Not published / not established Not established in inspected sources: No dated payment SLA published. Ask the provider; missing terms do not establish acceptance, free fees or a payment deadline. Inspection URLs remain in the profile source list. |
| Preparation & seller effort | Published Apply as Data Partner via Jira portal; login needed Source ↗ | Published Scope → preparation/anonymization → RL environments → disclosed buyer match/pay. Source ↗ |
| Ownership & permitted use | Unknown Not published / not established Not established in inspected sources; confirm in contract. | Published Retains ownership; defined scope/duration to one disclosed buyer; categories may be declined. Source ↗ |
| Privacy & approval | Provider 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 Provider handles augmentation and anonymization; sensitive scope can be excluded. Source ↗ |
| Exclusivity | Unknown 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 & deletion | Unknown 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 contact | Published US; Seattle, with Lisbon office; seller eligibility is separate. Source ↗ | Unknown Not published / not established Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted. |
Operating records
Company eligibility
Seller geography
Defined.aiPublished
Applicable rights/regulatory compliance; no blanket country acceptance verified
Source ↗Hookshot Data / Protege AIUnknown
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 ↗Hookshot Data / Protege AIProvider claim
Upfront or license fees; low-six to low-seven figure comparable deals are context, not verified Hookshot seller receipts.
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.Hookshot Data / Protege AIUnknown
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
Hookshot Data / Protege AIUnknown
Not published / not established
Not established in inspected sources: No dated payment SLA published. Ask the provider; missing terms do not establish acceptance, free fees or a payment deadline. Inspection URLs remain in the profile source list.Preparation & seller effort
Ownership & permitted use
Defined.aiUnknown
Not published / not established
Not established in inspected sources; confirm in contract.Hookshot Data / Protege AIPublished
Retains ownership; defined scope/duration to one disclosed buyer; categories may be declined.
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 ↗Hookshot Data / Protege AIProvider claim
Provider handles augmentation and anonymization; sensitive scope can be excluded.
Source ↗Exclusivity
Defined.aiUnknown
Not published / not established
Not established in inspected sources; confirm in contract.Hookshot Data / Protege AIUnknown
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.Hookshot Data / Protege AIUnknown
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
Hookshot Data / Protege AIUnknown
Not published / not established
Not established in inspected sources. Ask for the actual agreement; unknown does not mean free, unrestricted or accepted.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 Hookshot Data / Protege AI is managed intermediary. Listing or matching creates no purchase commitment; ask who actually signs and pays.
Payment trigger
Defined.ai: Four-stage onboarding; no fixed elapsed-time or payout commitment Hookshot Data / Protege AI: Payment timing not established; ask the provider. These clocks measure different stages, not equivalent payout deadlines; ask for a written acceptance-to-payment interval.
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.
Hookshot Data / Protege AI: No independently audited operating-business payout established in this research. Provider cases and partnership confirmations do not establish a typical seller outcome.