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AI TAM Assistant: Built from Real Searches
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AI TAM Assistant: Built from Real Searches

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Why Clay Adoption Really Exploded

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

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

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

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

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.

Contact Search Beyond Title Bingo

Contact Search Beyond Title Bingo

Every contact search tool forces you to play title bingo. We built something that understands roles at a conceptual level instead of brittle keyword matching.

Vector Search for People, Not Just Companies

Vector Search for People, Not Just Companies

Contact search is overdue for innovation. What if every LinkedIn profile became a rich embedding you could search by intent, trajectory, and mindset?

Target What's Missing: Finding eCommerce Growth Gaps

Target What's Missing: Finding eCommerce Growth Gaps

A prospect challenged us to find eCom stores failing to use their data. The answer isn't targeting what's there — it's identifying what's absent.

DiscoLike APIs Unlocked on All Plans

DiscoLike APIs Unlocked on All Plans

Full API access for company intelligence, firmographics, and lead scoring is now available on every DiscoLike plan, starting at just $99 a month.

Zombie GTM User Base Discovery

Zombie GTM User Base Discovery

Free-tier users build ICPs with DiscoLike then vanish to Clay and Apollo. Instead of plugging the leak, we leaned in. Here is why that works.