Services / AI Visibility Monitoring

AI Visibility Monitoring & Reporting for Agencies

Real-time monitoring that tracks which AI bots crawl your client's site, how often they return, which pages they prioritize, and where coverage gaps exist — across 15+ AI crawlers.

Most analytics platforms don't differentiate between a Googlebot visit and a GPTBot crawl. Our proprietary BotSight monitoring system fills that gap with concrete data on AI search readiness.

The Problem

Why AI Bot Monitoring Matters

Before an AI platform can cite your client's content, it needs to have crawled it. ChatGPT, Claude, Perplexity, and Gemini each use different crawling strategies — some fetch pages in real time during conversations, others rely on pre-built search indices.

Google Analytics doesn't track AI bot visits. Server logs require technical expertise and don't surface actionable metrics. Most agencies in AI SEO are working blind.

BotSight identifies every visit from 15 known AI crawlers, calculates a composite AI Visibility Score, integrates with GSC / Bing Webmaster Tools / GA4, and generates styled PDF reports and Excel workbooks for client delivery.

How It Works

Deployment

We install a lightweight monitoring layer on your client's site — Vercel edge middleware, Cloudflare Worker, or custom server integration. It runs asynchronously with negligible latency and doesn't block page rendering.

Every incoming request is checked against our database of known AI user agents. Matches are logged with bot identity, page visited, and timestamp. Human traffic passes through untouched.

Detection

AI Bots We Track

ChatGPT

GPTBot, ChatGPT-User

SearchGPT

OAI-SearchBot

Claude

ClaudeBot, Claude-User, Claude-SearchBot

Perplexity

PerplexityBot

Google AI

Google-Extended, GoogleAgent, Gemini Deep Research

Meta AI

Meta-ExternalAgent

TikTok AI

ByteSpider

Amazon Q

AmazonBot

Apple AI

AppleBot

DuckDuckGo AI

DuckAssistBot

Indirect: Gemini (via Google index) Indirect: Copilot (via Bing index) Security threat detection

New AI crawlers are added as they emerge. Detection rules update across all deployments automatically.

Scoring

The AI Visibility Score

A composite metric (0-100) summarizing how well a site is being discovered by AI platforms. Four equally-weighted components:

25 pts
Bot Diversity

How many distinct AI bots visit. Broader diversity = broader platform coverage.

25 pts
Crawl Frequency

Total hits over the reporting period. Higher frequency = active content sourcing.

25 pts
Recrawl Rate

Pages revisited by bots. Recrawling = the platform values your content freshness.

25 pts
Page Coverage

Percentage of important pages discovered by at least one AI bot.

The score gives agencies a single, trackable number to report to clients and measure over time. It also highlights the weakest component so optimization effort goes where it matters most.

Deliverables

What's Included

  • Monitoring deployment — BotSight installed on the client's site (Vercel, Cloudflare, or custom server)
  • Regular visibility reports — Bot activity, page-level performance, and AI Visibility Score trends
  • Bot-by-bot breakdown — Each AI bot's crawling patterns, frequency, and page preferences
  • Coverage gap identification — Pages not yet discovered by AI bots, with discoverability recommendations
  • Freshness alerts — Notifications when popular content hasn't been recrawled in 21+ days
  • Search correlation analysis — Cross-referencing bot crawl data with GSC, Bing, and GA4 to identify optimization targets and AI discovery priorities
  • Security monitoring — Detection of vulnerability scans and attack attempts via the middleware layer
  • Exportable reports — Styled PDFs and Excel workbooks with charts, score breakdowns, and trend data
  • Actionable recommendations — Specific technical guidance based on monitoring data

Technology

The Technology Behind It

Desktop App

BotSight is a React + Tauri/Rust desktop application built specifically for AI bot tracking — not a repurposed SEO tool. 30-day trend charts, real-time event feeds, and exportable reports.

Integrations

Connects to GSC, Bing Webmaster Tools, and GA4. Exposes 17 MCP tools for AI agent integration. All data stored locally in SQLite — nothing leaves the desktop unless explicitly exported.

Learn more on the toolkit page.

Transparency

Limitations & Considerations

Monitoring shows bot visits, not citations. Crawling is a precondition for citation, but citation depends on query relevance, content quality, and platform algorithms. Pair with our competitive intelligence service to assess actual citation performance.
Not all AI bots identify themselves. Some platforms use generic user agents or headless browsers. Our detection is based on known user agents and represents a lower bound on actual AI bot activity.
Index-only platforms leave no trace. Perplexity and Gemini rely on pre-built indices. BotSight tracks their indexing crawlers but cannot detect when content is served from the index during a conversation.
Correlation, not causation. A high AI Visibility Score indicates strong bot engagement, which correlates with better citation outcomes — but it is not a direct measure of citation probability. Use alongside technical audits and content strategy for a complete picture.

Explore

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Competitive Intelligence

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Read the research From the blog How we work

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