AI Visibility Agent: GEO workflows for answer-engine visibility
How the UnifAPI AI Visibility Agent turns GEO records into cited reports for AI answer citations, LLM mentions, brand visibility, and prompt gaps.
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Notes from building Agent First public-data Skills
Skills, MCP patterns, KOL pricing, public-data economics, and lessons from the live platforms that agents call.
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Browser API: rendered web reading for marketing Agents
Why UnifAPI added Browser Markdown, HTML, screenshots, and links: agents need rendered web evidence when plain fetch misses JavaScript-heavy pages.
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Competitive Intelligence Agent: turn public signals into a launch brief
How the Competitive Intelligence Agent turns SEO, browser, social, LinkedIn, Reddit, Hacker News and news records into cited competitor briefs.
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Content Strategy Agent: build topics from public demand, not guesses
How the UnifAPI Content Strategy Agent combines SEO, Reddit, YouTube, TikTok, Threads, X, and news records into sourced content opportunities.
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Platform Agents and Data Skills: one source, one deterministic read path
How UnifAPI Platform Agents for X, LinkedIn, Reddit, TikTok, YouTube, Instagram, HN and Threads use Data Skills for deterministic reads.
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SEO Agent: live rank audits without a dashboard project
How the UnifAPI SEO Agent uses live SERP, keyword, competitor, backlink, and rendered-page records to produce cited SEO briefs inside Claude or Codex.
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SEO, GEO, and Browser APIs as one visibility stack
How UnifAPI combines live SEO records, GEO answer visibility, and rendered Browser reads into one evidence stack for marketing Agents.
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Why SKILL.md runbooks make marketing Agents repeatable
A practical guide to the Skill layer in UnifAPI: trigger phrases, data calls, output templates, confidence rules, and public-data boundaries.
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Vertical marketing Agents: local SEO and AI visibility for one industry
Why UnifAPI added industry-specific marketing Agents for real estate, med spas, dental, law firms, restaurants, and home services.
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UnifAPI vs Ahrefs: SEO data for agents vs. an SEO suite
Ahrefs is a seat-based SEO suite for human teams; UnifAPI is a per-record API of live SERP, keyword and backlink data for agents. Pick by who operates.
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UnifAPI vs Semrush: per-record SEO API vs. all-in-one platform
Semrush is an all-in-one platform for human teams; UnifAPI is a per-record API of live SERP, keyword and AI-visibility data for agents.
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UnifAPI vs Similarweb: live SEO records vs. traffic estimates
Similarweb models traffic from panels and clickstream; UnifAPI returns live, observable SERP, keyword, backlink and AI-visibility records for agents.
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