Resources

AI search visibility, explained.

Practical guides on how AI assistants decide what to say about your brand — and how to make sure you're in the answer.

RAG Fails Silently: How We Engineered Quality Into Brand-Grounded Content Generation

Inside the Brand Knowledge RAG behind Visible's content generation: RAGAS evaluation in CI, per-brand golden datasets, a faithfulness gate before publish, and knowledge gaps treated as a content-strategy signal.

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Ask Claude for Your AI Visibility Data — Introducing the Visible MCP Server

Visible by eOdessa now has a remote MCP server. Connect Claude, ChatGPT, Cursor, or Cline and ask for your AI-visibility score, share of voice, or competitor data — live, directly in chat, no dashboard required.

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Your FAQ Widget Can Now Live on Your Own Domain — Native Embeds for WordPress, Shopify & Wix

No subdomain required. A shortcode on WordPress, a real server-rendered app on Shopify via App Proxy, and a documented Velo snippet on Wix — plus a custom-CSS escape hatch for matching your theme exactly.

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The AI Visibility Closed Loop: Diagnose, Fix, Measure, Repeat

Most AI-visibility tools only measure. Visible also diagnoses why you're invisible with Deep Scan and fixes it with FAQ Builder — a closed loop we haven't found anywhere else in this category.

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Introducing FAQ Builder: Turn Your Q&A Into Content AI Assistants Cite

Visible now turns your real customer questions into structured, schema-marked FAQ content — the single strongest lever for getting cited by ChatGPT, Claude, Gemini, and Perplexity. Available today.

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What Is AI Search Visibility? A Complete Guide for 2026

What it means to be "visible" in AI search, why traditional rank tracking misses it entirely, and the three factors that determine whether AI assistants mention and cite your brand.

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How AI Models Choose Which Sources to Cite

When ChatGPT, Claude, Gemini, or Perplexity cite a page, what made them pick it? A look at the signals that influence which sources get surfaced — and how to earn citations.

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How to Track Your Brand Mentions in ChatGPT

A repeatable method for checking whether ChatGPT mentions your brand, how to do it consistently, and why one-off manual checks give you a misleading picture.

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AEO vs SEO: What's the Difference, and Why Both Matter

Answer Engine Optimization and Search Engine Optimization overlap, but they optimize for different outcomes. Here's how they differ, where they reinforce each other, and where to focus first.

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How a Deep Scan Builds a Digital Twin of Your Site — and Tells You What to Fix

How crawling your real site into an analyzable "digital twin" turns generic SEO/AEO advice into a prioritized list of specific fixes — so you make evidence-based decisions instead of guessing.

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Frequently asked questions

What topics does this resource hub cover?

Three areas: the fundamentals of AI search visibility and how the Visibility Score is calculated, the strategic difference between AEO and traditional SEO, and product updates on Visible's own features — Deep Scan and FAQ Builder — as they ship.

Where should I start if I'm new to AI search visibility?

Start with What Is AI Search Visibility? for the fundamentals, then AEO vs SEO to understand how it relates to traditional search optimization, then How AI Models Choose Which Sources to Cite for the mechanics of getting cited.

Is this content free to read?

Yes. All guides on this resource hub are free to read, with no signup required.