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@humanswith-ai

Humanswith.ai

Marketing Agents for the AI Search era

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  1. contentos-benchmark contentos-benchmark Public

    Reproducible bilingual AI-text-detection ensemble · EN AUROC 0.864 / RU 0.846 / Adversarial 0.998 — open methodology, open corpus, open evaluation

    HTML

  2. contentos-agent-lite contentos-agent-lite Public

    🤖 Open-source AI content agent for founders. Write from a process, not a prompt: research, draft & score AEO/GEO content locally. Free, runs in Claude Code/Cursor/Codex.

    Python

  3. ai-visibility-probe-lite ai-visibility-probe-lite Public

    Open-source AI-visibility probe — mention-share vs citation-share across ChatGPT/Perplexity/Gemini, plus a Mini Briefing Test. Zero deps, no API keys.

    Python

  4. aeo-site-audit-lite aeo-site-audit-lite Public

    Open-source AEO/GEO site audit — is your page Fetchable, Chosen, and Extractable by AI answer engines? Zero deps, no API keys, runs offline.

    Python

  5. brand-card-lite brand-card-lite Public

    Open-source brand-tokens → social/OG card generator. Zero deps, no API keys, runs offline.

    Python

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