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Latest Company Updates: Data Innovations, Product Features, and Real-World Use Cases
DiscoLike MCP Just Got the Feedback Loop
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Free Claygent Alternative with BYOK
DiscoGen is a free Claygent alternative with bring-your-own-key for AI models and search providers. No markup, no lock-in, same job, lower cost.
BYOK for DiscoGen: Your Models, Your Search
DiscoGen now supports BYOK for AI models and search providers. Plug in Serper, get free homepage text, and run via MCP or API on any plan.
Outcome Learning Model: SaaS's New Moat
Vibe coded apps can clone your UI. They cannot copy the private outcome training base from real customer behavior. Outcome Learning Model is SaaS's new moat.
What Modern AI Search Actually Is
AI search is hybrid keyword and vector search. DiscoLike's Outcome Learning Model writes better queries than most GTM engineers.
AI TAM Assistant: Built from Real Searches
We extracted knowledge from thousands of successful TAM searches by hundreds of GTM teams. Give it one sentence and get a fully configured search vector back.
Why Clay Adoption Really Exploded
Clay didn't just ride the GTM wave. They productized publish-and-subscribe for downmarket companies. Now Claude Code is absorbing that orchestration layer.
Contact Search as Identity Matching
Filtering contacts was a mistake from yesterday's tech. DiscoLike replaces filters with natural language identity matching.
Claude Code + MCP Makes Clay Obsolete
A command line screenshot is the biggest risk to Clay's valuation. Claude Code via MCP replaces elaborate automation platforms.
Gemini Beats Similarweb for B2B Traffic
Similarweb, Semrush, and Ahrefs all share a big flaw: low or no data for B2B sites. Gemini 3 Flash has a native Google advantage they can't replicate.
Search-Native Grounding in Frontier Models
The real change isn't better prompts — it's search-native grounded APIs where models plan queries, retrieve live data, and cite sources.
