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Comparisons and choosing a company

14 short answers on Comparisons and choosing a company. Each one is checked against primary sources and written in plain words.

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Which tools does each AI data company accept?

Four of the seven company-data programs we track name tools on their own pages. Troveo names 34, including Gmail, Outlook, Zendesk and Shopify.

Do you qualify? Every program's stated size and history minimum

Stated floors differ. Handshake AI asks for 20+ full-time staff and 3+ years.

Mercor vs SimpleClosure for a closing startup's data

For a closing startup, Mercor has made direct offers for archives, reported at up to $300,000 on 17 Aug 2026. SimpleClosure lists them on its AssetHub and told Forbes it did nearly 100 deals at $10,000 to $100,000 per company.

micro1 vs Mercor: how each pays companies for data

micro1 vs Mercor: micro1 publishes tiers ($100K+, $500K+, $1M+), but Mercor's data page shows no figure. Press reports put Mercor's offers at up to $300,000 for startup archives.

Troveo vs Datarade: AI licensing or a data marketplace

Troveo is a licensing marketplace that matches buyers and pays a revenue share on every sale. Datarade is a general data marketplace where providers list products and buyers request samples.

micro1 vs Troveo: data partnership or marketplace

micro1 vs Troveo: micro1 pays companies under data partnerships with stated tiers ($100K+, $500K+, $1M+), while Troveo is a marketplace paying a share of the revenue on every deal. In both, you keep ownership of the data.

AI data broker red flags, ranked with examples

Red flags for AI data brokers are a headline payout with no method, no named legal entity, missing terms or privacy pages, conflicting payout totals, unnamed buyers, or an unpublished fee. Each takes minutes to check.

Mercor vs Handshake AI for your company's data

Both license company records to AI labs. Handshake AI states $100K to $4M+ per partnership and asks for 20+ staff and three years in operation.

micro1 vs Scale AI: what each one does

micro1 and Scale AI both run company-data programs. micro1 states tiers of $100K+, $500K+ and $1M+ for companies with 30 or more employees.

Should you license direct to an AI lab or through a broker?

License through a marketplace or direct program, since no lab publishes a company-data intake. micro1's partnership, Handshake AI and Troveo are visible routes.

Handshake AI alternatives for licensing company data

Handshake AI alternatives for a company with records to license are micro1, Mercor, Troveo, Replay, Polyshares and SimpleClosure. Handshake AI states $100K to $4M+ and asks for 20+ staff and 3+ years.

Troveo vs Mercor: two ways company data reaches a lab

Troveo pays a revenue share on every sale, with the split unpublished, and says full-company deals start at six figures. Mercor connects to 100+ tools, says it anonymizes the data and pays by wire in two to four weeks, reportedly up to $300,000.

micro1 vs Handshake AI: company data programs

micro1 vs Handshake AI: both pay companies for data, on different scales. micro1 states $100K+, $500K+ and $1M+ tiers.

SimpleClosure vs Troveo: closing or operating

SimpleClosure Asset Hub, built for closing startups, now takes operating ones too. Reported prices run $10,000 to $100,000 per company.

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Could your company's data be licensed?

Answer a few questions about the systems you run and the records you hold. You get a readiness result and a plain list of what to check next. You never upload data.

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