Every Visible Feature, Explained
Fourteen tools across four jobs: measure your AI search visibility, diagnose why it is what it is, create the grounded content that closes it, and collaborate as a team — without switching products or stitching together three different vendors.
Everything below ships on every plan, including Free, unless marked otherwise.
Measure — know exactly where you stand
Six tools that answer "how visible am I, right now, versus my competitors?" across every AI platform that matters.
Visibility Score Dashboard
A 0–100 composite score (40% mention rate + 35% citation rate + 25% prominence), front and center in your Share of Voice chart with a one-click "Learn more" breakdown — no black-box math, no guessing what moved your number.
Brand Mention Monitoring
Catch every mention, the exact wording used, where in the response it appeared (prominence rank), and whether the tone is positive, neutral, or negative — classified per mention, not per response.
Competitor Visibility Heatmap
Every tracked competitor cross-tabbed against every AI platform in one sortable table — your brand pinned to the top, blank cells honestly marked as "not measured yet" instead of a misleading 0%. See exactly where you're winning, and exactly where a competitor is beating you, platform by platform.
Sentiment Dashboard
A single 0–100 sentiment gauge in plain language ("needs attention" to "strongly positive"), broken down by discovery, comparison, reputation, and factual questions — so you can see whether AI favors you or a named competitor specifically when it's asked to compare. Classified per response by Claude, disclosed, not an undisclosed black-box method.
Basic and upAI Search Share of Voice
Among all the times AI mentions you or a tracked competitor, what percentage belongs to your brand? See it overall and broken down by ChatGPT, Claude, Gemini, Perplexity, Google AI Overview, Google AI Mode, Copilot, Google Videos, and YouTube Videos separately.
Detailed Results Browser
Filter every AI response by model, mention status, citation presence, or competitor mention. Click any row to see the full AI answer, highlighted mentions, cited sources, and sentiment — all in one panel.
Basic and upDiagnose — find out why
A score by itself is a symptom. These three tools trace it back to a root cause on your actual site.
Deep Scan — SEO & AEO Site Audit
Crawls your site into a digital twin and analyzes it for SEO gaps (crawlability, metadata, structure) and AEO gaps (schema, citable facts, entity clarity), then ranks every finding by impact so you know what to fix first.
Content Coverage Score
What percentage of the questions AI engines get asked about your category already have a matching page on your own site — broken down by discovery, comparison, reputation, and factual intent — so Deep Scan's diagnosis and your Visibility Score are finally on the same screen.
Citation Source Tracking
A dedicated Citations page ranks every domain and URL AI models cite when answering questions about your category — filterable by platform and by whether the citation favors you or a competitor. See which pages on your site AI trusts enough to cite, and which competitor pages it's citing instead.
Create — close the gap with grounded content
Three tools that turn a diagnosis into published, AI-citable content — including Brand Knowledge RAG, grounded in your own approved facts instead of a blank page.
Content Agent — grounded in your Brand Knowledge base
Content Agent is a self-service AI agent that drafts citation-ready FAQ content, schema markup, and grounded articles from a single instruction — with a quality gate before anything publishes. Each brand gets its own Brand Knowledge base built from your site, docs, pricing, voice, and compliance rules, even images. Every draft carries "Grounded in" citations back to the exact sources used, and a faithfulness check verifies each factual claim before it can be approved — unsupported claims are highlighted, never silently shipped. If the knowledge base can't answer part of a brief, the draft says so and offers a one-click way to add it, instead of inventing an answer. Basic includes 5 AI-drafted pieces a month; Pro and Enterprise raise that to 50, add custom brand policies, and unlock the full depth of Brand Knowledge RAG grounding.
How the quality gate works
Every brand has a golden dataset of real content briefs with expected sources and claims, evaluated with RAGAS on every pipeline change. Before publishing, an automated judge checks each factual claim against the retrieved knowledge, and your compliance rules (forbidden claims, required disclosures) are enforced as a hard gate. Knowledge gaps are logged and become your content backlog — read more in how we engineered quality into it.
FAQ Builder
Turns real customer questions into structured, self-contained, schema-marked FAQ content — the format AI assistants extract from and cite most reliably. Closes the AEO gaps Deep Scan finds most often.
AI Prompt Research Tool
Enter your brand or domain and get intent-balanced prompt suggestions (discovery, comparison, reputation, factual) — pre-classified so your tracking covers how customers actually search, not just how you think they do.
Collaborate — work as a team
Two tools for teams and agencies running Visible across more than one brand or seat.
Team Collaboration & Roles
Invite teammates as Moderators on your account. If they already run their own Visible account, they can accept your invite without losing theirs — one login, a switcher to move between being Admin of their company and Moderator of yours, no separate accounts to juggle.
MCP Server Integration
Connect Claude and other MCP-compatible clients directly to your Visible account — ask for scores, Share of Voice, and competitor data live, no dashboard required. Authenticates with the same API keys used elsewhere in the product.
Pro & EnterpriseKey takeaway
Most AI-visibility tools stop at "measure." Visible's feature set is built around jobs that feed each other: measurement tells you where you stand, diagnosis tells you why, and creation — now grounded in your own brand knowledge — closes the gap with content AI can trust. Then measurement confirms it worked.
Frequently asked questions
Which AI platforms does Visible track?
Visible tracks nine AI platforms: ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), Perplexity, Google AI Overview, Google AI Mode, Copilot (Microsoft), Google Videos, and YouTube Videos. All nine query live web content so their answers reflect current sources, not just training data. The Free plan includes ChatGPT and Perplexity. Basic includes four platforms — ChatGPT, Claude, Gemini, and Perplexity. Pro unlocks all nine, adding Google AI Overview, Google AI Mode, Copilot, Google Videos, and YouTube Videos.
What is the Competitor Visibility Heatmap?
A sortable table that cross-tabs every tracked competitor against every AI platform, with your brand pinned to the top. Blank cells are honestly marked as "not measured yet" instead of a misleading 0%.
What is the Content Coverage Score?
The percentage of category questions AI engines get asked that already have a matching page on your site, broken down by intent — connecting Deep Scan's diagnosis directly to your Visibility Score.
How is sentiment classified?
Each brand mention is classified positive, neutral, or negative by Claude — disclosed, not an undisclosed black-box method — and broken down by question intent.
What does Deep Scan check?
SEO gaps (crawlability, metadata, structure) and AEO gaps (schema, citable facts, entity clarity, FAQ-style content), ranked by impact.
What does FAQ Builder do?
Turns real customer questions into structured, schema-marked FAQ content — the format AI assistants extract from and cite most reliably.
What is Content Agent, and what is Brand Knowledge RAG?
Content Agent is Visible's self-service AI agent for drafting citation-ready FAQ content, schema markup, and articles. It's grounded by Brand Knowledge RAG — each brand's own knowledge base of website, docs, pricing, voice, and compliance rules — so every AI-generated draft carries "Grounded in" citations and passes a faithfulness quality gate before anything publishes. Basic includes 5 AI-drafted pieces a month; Pro and Enterprise raise that to 50, add custom brand policies, and unlock the full depth of Brand Knowledge RAG grounding.
What is the faithfulness quality gate?
Before content can be approved, every factual claim in a draft is checked against the brand knowledge that was actually retrieved. Unsupported claims are highlighted for review, and if the knowledge base can't answer part of a brief, the draft flags the gap instead of inventing an answer.
Which features are included on which plan?
Every plan, including Free, includes the Visibility Score Dashboard, Brand Mention Monitoring, Competitor Visibility Heatmap, Share of Voice, Content Coverage, Citation Tracking, Deep Scan, Prompt Research, FAQ Builder, and team collaboration. Sentiment analysis, the Detailed Results Browser, and Content Agent (5 AI-drafted pieces/month) start on Basic. API keys, MCP access, and the full depth of Content Agent and Brand Knowledge RAG (50 drafts/month, custom brand policies) are on Pro and Enterprise.
Does Visible support MCP?
Yes, on Pro and Enterprise — Claude and other MCP-compatible clients can query your visibility data directly, authenticated with the same API keys used elsewhere in the product.
Can I invite teammates to my Visible account?
Yes, as Moderators. Teammates who already run their own Visible account keep it, with a switcher between being Admin of their company and Moderator of yours.
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