Tool stack for enrichment

Higher‑ed pros on social recommended prospecting and enrichment tools—DiscoLike, TheirStack, Warmly plus Apollo, ZoomInfo and LeadMagic—to map TAM, surface intent signals, and enrich alumni profiles for targeted outreach (x.com) (x.com).

DiscoLike says its business-domain directory covers about 98% of companies globally and uses natural‑language lookalike-domain matching to surface high‑fit target accounts that traditional label‑based tools miss. (discolike.com) TheirStack’s documentation shows live technographic and hiring‑signal filters that let users target companies by specific technologies in use or by active job postings, with the guide page last updated March 3, 2026. (theirstack.com) Warmly markets an “autonomous revenue orchestration” layer that identifies anonymous website visitors, enriches them with B2B intent signals, and can engage via AI chat, email and LinkedIn outreach; PitchBook and the company profile list founders Alan Zhao, Carina Boo, Max Greenwald and Val Yermakova. (warmly.ai) Apollo’s sales‑intelligence platform advertises always‑fresh data and an AI Assistant for research and outreach, and its customer stories claim uplifts such as a 75% increase in meetings and as much as 200% revenue growth for specific users. (apollo.io) ZoomInfo’s case studies report typical customer outcomes like a 100% average increase in win rates, a 70% reduction in marketing spend and a 63% productivity boost, and a higher‑education partner (Liaison) used ZoomInfo to expand account‑based outreach across campus stakeholders. (zoominfo.com) LeadMagic positions itself as a real‑time B2B data API for AI agents and GTM engineers with claims of 97% data quality, sub‑200ms REST endpoints and integrations for tools like Clay and Claude to support on‑the‑fly enrichment. (leadmagic.io)

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