Siteline
Real server-log analytics for AI agent traffic and visibility
Siteline fills a genuine gap: real log data over simulated prompts. The free tier is generous and the insights are actionable. Worth trying for any team tracking AI agent traffic. If you need traditional SEO rank tracking, pair with Semrush; if you need a full web analytics suite, Google Analytics is a better fit.
Verified 20h ago · liveness 78/100 · cite: rightaichoice.com/tools/siteline
- Marketing and SEO teams tracking brand visibility across AI platforms
- Developer-focused teams verifying docs fetched by coding agents like Claude Code and Cursor
- Agencies managing AI visibility for multiple clients
- Product teams optimizing content ingestion by AI agents
- Sites with minimal AI agent traffic (insights may not justify setup)
- Teams needing traditional SEO rank tracking (Semrush/GA better for that)
- Companies that cannot or will not integrate server-side logging
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Skip Siteline if you have minimal AI agent traffic, need traditional web analytics or SEO rank tracking, can't set up server-side log integrations, or lack the technical resources to implement them.
The free tier has limited data retention and team seats, so you may need to upgrade to Starter for more.
Siteline's freemium pricing (Free $0, Starter $49, Scale $99, Pro $299) is competitive for teams already investing in AI visibility. Cheaper than enterprise SEO suites (e.g., Semrush at $139+/mo for some tiers) for core needs, and the free tier is generous. For larger teams, Pro at $299/mo is comparable to other AI visibility tools, but cheaper than hiring a dedicated SEO analyst.
In short
Siteline — Real server-log analytics for AI agent traffic and visibility. Best for Marketing and SEO teams tracking brand visibility across AI platforms, Developer-focused teams verifying docs fetched by coding agents like Claude Code and Cursor, Agencies managing AI visibility for multiple clients. Free to start; paid plans from $49/mo.
What's new in Siteline
Checked todayAcross the latest 4 updates: 2 feature updates and 2 news mentions.
Data Analysis: How well do AI agents understand top software products?
Benchmark analysis showing how AI agents interpret top software products, providing competitive intelligence.
The Rise of Claude Code Web Agents
Analysis of Claude Code web agents and their impact on the agentic web.
We Open-Sourced Our AI Agent Traffic Analyzer
Open-sourced the AI agent traffic analyzer for developer community, enabling self-hosted parsing.
Spring Feature Release: Mentions Building, Teams & Roles, and More
Added mentions building, teams and roles, and other features to the platform.
Viability Score
How well maintained and how widely used is Siteline? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: July 2026
How we score →Key Features
- Agent analytics by platform (OpenAI, Anthropic, Perplexity, Gemini, Meta AI)
- AI visibility tracking across ChatGPT, Gemini, Perplexity search prompts
- Citation monitoring from AI platforms
- Content recommendations to improve AI visibility
- Technical recommendations to fix agent blocking
- Insights agent with follow-up queries and MCP integration
- Mentions building for competitive visibility
- Teams & Roles for multi-user access
- Open-source AI agent traffic analyzer for self-hosted parsing
- Log explorer for detailed agent sessions
- Agent readiness check for content discoverability
- AI Agent Directory of bots and crawlers
- Benchmark analysis of AI agent understanding of products
- Real-time dashboard with agent visit trends
- One-click integrations with Vercel, Cloudflare, Netlify, etc.
About Siteline
Siteline is an analytics platform that reveals how AI agents, chatbots, and crawlers interact with your site using real server log data. It ingests logs from Vercel, Cloudflare, Netlify, and other providers to show every agent visit, which pages they fetch, where they get stuck, and how that traffic converts into human referrals and new customers. Features include agent analytics by platform (OpenAI, Anthropic, Perplexity, Gemini, Meta AI), AI visibility tracking across AI search prompts, citation monitoring from AI platforms, and tailored content and technical recommendations. The integrated insights agent surfaces top opportunities with follow-up queries, and MCP integration turns insights into actions. Launched in February 2026 and recently open-sourced for self-hosted parsing, Siteline uses real server-side data rather than simulated prompts, giving accurate visibility into AI agent behavior. Unlike GEO/AEO tools that guess, Siteline measures actual agent interactions with your site.
Behind the Verdict
Siteline's core value is that it reads your server logs to see exactly which AI agents hit your site, what they fetch, and where they fail. This is a refreshing change from tools that simulate prompts and guess. The dashboard shows agent visits by platform (OpenAI, Anthropic, Perplexity, Gemini, Meta AI), includes a log explorer for deep dives, and gives specific recommendations to fix content or technical issues. The insights agent is a standout: it automatically finds opportunities like 'visits to /docs/api-keys are up 68%' and suggests actions you can take directly or via MCP. Visibility tracking across ChatGPT, Gemini, Perplexity and AI Mode is useful for brand monitoring. The generous free tier and open-sourced analyzer make it easy to try. Weaknesses: it doesn't do traditional web analytics, so you'll still need GA. The platform is young (launched Feb 2026), so integrations are still expanding. It also requires some technical setup to get logs flowing. For teams with meaningful AI agent traffic, especially developer-focused products, it's a must-try.
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Real-world workflow fit
Concrete scenarios for the personas Siteline actually fits — and what changes day-one when you adopt it.
You want to know which AI agents visit your docs and where they encounter issues.
Outcome: You connect your Vercel logs, see agent visits by platform, spot a 68% spike in Claude Code visits to /docs/api-keys, and get a recommendation to add copy-pasteable code examples. You implement it and see re-fetch rates drop.
You need to improve your brand's visibility in AI search results like ChatGPT Answers.
Outcome: You track visibility for key prompts, see you're at 18.2% vs competitor's 84.5% for 'best A/B testing tools', and follow Siteline's suggestion to publish a comparison guide. Within weeks, citations increase.
You manage multiple client sites and want to report on AI visibility.
Outcome: Use Teams & Roles to give clients access, monitor citations and visibility across clients, and use benchmark analysis to show how each client compares to competitors.
Use Cases
- Monitor how OpenAI's GPT crawler interacts with your product documentation.
- Track citations of your brand by AI chatbots like Perplexity and Gemini.
- Identify content gaps that block AI agents from understanding your site.
- Compare your AI visibility against competitors for key prompts.
- Optimize landing pages to increase referral traffic from AI platforms.
- Check if your site is ready for Claude Code web agents (April 2026 blog).
Models Under the Hood
as of 2026-07-31
Limitations
- Siteline focuses solely on AI agent traffic, providing agent analytics and visibility tracking.
- It is designed to work with server data to show how agents use a site.
- The platform is relatively new, launched in February 2026, and supports a free tier.
as of 2026-07-31
Verification history
We have re-verified Siteline 16 times since . Each pass re-reads the vendor's own pages and updates only what actually changed.
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 16 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Siteline tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Solo marketers or small teams wanting to try Siteline with basic agent analytics and visibility tracking at no cost.
What this tier adds
Starting tier with agent analytics, visibility tracking, citation monitoring, and content/technical recommendations.
Starter
$49/mo
Ideal for
Freelancers and growing teams needing mentions building, team collaboration, and action via MCP.
What this tier adds
Adds mentions building, Teams & Roles, and MCP integration to the Free tier.
Scale
$99/mo
Ideal for
Mid-size companies and agencies needing deeper analysis with benchmark comparison and log exploration.
What this tier adds
Adds benchmark analysis, log explorer, and agent readiness check to the Starter tier.
Pro
$299/mo
Ideal for
Enterprise teams and agencies managing many clients requiring unlimited analytics and custom integrations.
What this tier adds
Adds unlimited agent analytics, AI Agent Directory, and custom integrations to the Scale tier.
Where the pricing makes sense
The company stage and team size where Siteline's pricing actually pencils out — and where peers do it cheaper.
Siteline's freemium pricing (Free $0, Starter $49, Scale $99, Pro $299) is competitive for teams already investing in AI visibility. Cheaper than enterprise SEO suites (e.g., Semrush at $139+/mo for some tiers) for core needs, and the free tier is generous. For larger teams, Pro at $299/mo is comparable to other AI visibility tools, but cheaper than hiring a dedicated SEO analyst.
Setup time & first value
How long it actually takes to get something useful out of Siteline — broken out by persona, not the marketing-page minute.
For one-click integrations (Vercel, Cloudflare, Netlify), get first data within minutes. If you need to set up custom log pipelines, expect 1-2 hours. The free tier is instant to start. Once data flows, the dashboard updates in near real-time.
Switching to or from Siteline
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Spreadsheets/Manual Log Analysis: Connect your server logs directly to Siteline to automate what you were manually parsing.
- →From Simulated Prompt Tools (e.g., GEO tools): Replace simulated data with real server log insights by integrating your CDN or hosting provider.
- ↗To Semrush or Ahrefs: If you need broader SEO tools, export your citation and visibility data from Siteline to compare with traditional SEO metrics.
- ↗To Google Analytics: For general web analytics, keep GA alongside Siteline; export agent referral data to correlate with user behavior.
Integrations
Resources & Guides
Official links
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Common stack mates teams adopt alongside Siteline, with the specific reason each pairing earns its keep.
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