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Agent Monitor

Website analytics

Server-side analytics for AI & bot traffic

💡 Agent Monitor captures and classifies AI & bot traffic using server-side data. Across 94M+ visits on 249 sites, 65% of traffic was bots—24% of which were AI bots like ChatGPT, Gemini, and Claude. None of this appears in GA4. We use transparent server-side signals to classify every visit, providing bot profiles, per-bot rankings, AI assistant traffic, and global benchmarks. It’s built by an SEO agency that needed real data to make better decisions.

"It's like having night-vision goggles for your website; while GA4 only sees the people walking in during the day, Agent Monitor shows you all the 'ghost' traffic moving in the shadows."

30-Second Verdict
What is it: A server-side analytics tool specifically designed to track and analyze AI bot and crawler traffic.
Worth attention: Definitely worth watching. It reveals a massive blind spot in GA4 (where ~65% of traffic might be bots), providing essential data for SEO and operational decisions.
4/10

Hype

7/10

Utility

16

Votes

Product Profile
Full Analysis Report

Agent Monitor: 65% of your website traffic might be bots, and you have no idea

2026-02-19 | Product Hunt | Official Website


30-Second Quick Judgment

What is it?: A server-side analytics tool specifically designed to see how many AI bots and crawlers are running on your site—traffic that GA4 completely ignores.

Is it worth your time?: If you do SEO, run a website, or sell a SaaS product, it's worth 10 minutes of your time. It reveals a heavily underestimated reality: your traffic fluctuations might just be AI bots acting up. However, the product is very new and the ecosystem is still maturing, making it best for early adopters.


Three Questions That Matter

Does this apply to me?

Target Audience: SEO specialists, e-commerce operators, developers managing multiple sites, and product managers. Especially those puzzled by GA4 data showing "mysterious traffic drops."

Is this you?: You are the target user if:

  • You manage one or more sites and need accurate traffic data.
  • You're doing SEO and need to distinguish real human traffic from bots.
  • You're curious about how AI like ChatGPT, Claude, and Gemini are crawling your site.
  • You run a content site and want to know the impact of AI training data collection.

When would you use it?:

  • Scenario 1: GA4 shows a 30% traffic drop, but rankings and conversions are steady --> Use Agent Monitor to see if it's just a change in bot traffic.
  • Scenario 2: You want to know if ChatGPT/Claude is citing your content --> Use the URL Inspector to check AI bot access frequency.
  • Scenario 3: You're optimizing site performance and need to know how many server resources are being eaten by bots.

Is it useful?

DimensionBenefitCost
TimeNo more digging through server logs; see results in minutes.Integration takes 15-30 minutes (WordPress is just a plugin).
Money14-day free trial; knowing your true traffic could save you from costly wrong decisions.Paid pricing isn't public; billed by events (Note: bot-heavy sites can have 2x the events of organic traffic).
EffortReady to use out of the box; no complex configuration needed.Currently only supports WordPress/PrestaShop/Cloudflare/Node.js; others are pending.

ROI Judgment: If you run a serious website, a 14-day free trial is zero-risk. However, if your traffic is tiny (less than 10k monthly PV), the data might not be statistically significant yet.

Is it satisfying?

The "Aha!" Moments:

  • The Moment of Truth: The first time you see the dashboard and realize 65% of your traffic is bots—it makes you rethink every traffic-based decision you've ever made.
  • URL Inspector: Pick a URL and see exactly which AI bots crawled it, how many times, and when. GA4 couldn't give you this granularity in its dreams.
  • No AI to Analyze AI: The classification algorithm is deterministic, not a black-box ML model. You can actually explain to your boss why a certain visit was flagged as a bot.

User Feedback: Launched in early 2026, it has 16 votes on Product Hunt with limited public reviews. As a product incubated from a Polish SEO agency, its DNA is about solving real problems, not just telling stories for VC funding.


For Independent Developers

Tech Stack

  • Node.js SDK: Written in TypeScript, supports Express, Fastify, Next.js, and Sails with two-line integration.
  • CMS Plugins: WordPress (PHP) and PrestaShop (PHP) available for direct installation.
  • Cloudflare Worker: A non-blocking way to automatically send traffic data if you use Cloudflare.
  • Python SDK: v0.1.0 is on PyPI (MIT license), currently in beta.
  • Classification Engine: Uses deterministic algorithms based on transparent logic and real traffic patterns rather than AI/ML. This makes it auditable and explainable.

How it Works

Essentially, it intercepts HTTP GET requests on the server side, parses signals like User-Agent, IP patterns, and request behavior, and then classifies them via a rule engine. Unlike GA4 (client-side JS), bots cannot evade detection by simply not loading JavaScript.

It doesn't collect cookies or client fingerprints; it only looks at data available to the server. This is why server-side integration is required—you have to catch the data as the request comes in.

Open Source Status

  • SDKs are Open Source: 4 repositories on GitHub (node-sdk, wordpress, prestashop, .github) under the MIT license.
  • Core Platform is Closed Source: The analytics dashboard and classification engine are proprietary SaaS.
  • Build-it-yourself Difficulty: Medium-High. Intercepting requests and parsing User-Agents isn't hard; the difficulty lies in maintaining a massive database of bot fingerprints and classification rules. Their rules are based on 94 million visits across 249 sites—not something you can replicate overnight.

Business Model

  • Monetization: SaaS subscription, billed monthly by event volume.
  • Pricing Tiers: Starter (Personal/Single site), Small Business (Multi-site), Professional (Teams/Agencies).
  • 14-day free trial, no credit card required.
  • Unlimited data storage (currently; subject to change).

Big Tech Risks

There are risks, but also barriers:

  • Cloudflare has Bot Analytics, but it only keeps data for 7 days and focuses on security rather than analytics. Agent Monitor explicitly states they are complementary to Cloudflare.
  • Google is unlikely to build this—GA4 filtering bots is a feature, not a bug. Google has no incentive to show site owners how much traffic AI is siphoning off.
  • Vercel Bot Management is security-focused and doesn't support reverse proxy scenarios well.
  • The real risk comes from Scrunch AI ($300/mo) and Profound ($499/mo, $58.5M raised) moving further into the analytics space.

For Product Managers

Pain Point Analysis

The Problem: The "blind spot" in website traffic. GA4 only sees humans, Cloudflare only keeps 7 days of data, and GTM requires heavy customization. The result? You're making decisions based on incomplete data.

How much does it hurt?: High frequency and becoming more essential. Their data shows 65% of traffic is bots (24% AI bots). If you rely on GA4, you might be making 100% of your decisions based on only 35% of the real data.

User Personas

  • SEO Practitioners: Need to distinguish humans from bots to evaluate true SEO performance.
  • E-commerce Ops: Need to know traffic quality to avoid wasting ad budget on bots.
  • Webmasters/Devs: Need to know who is consuming server resources.
  • Content Creators: Want to know if AI is using their content for training.

Feature Breakdown

FeatureTypeDescription
Bot/Human ClassificationCoreDeterministic server-side classification: Humans vs. AI bots vs. Generic bots.
AI Bot IdentificationCoreIdentifies specific agents like ChatGPT, Gemini, Claude, Manus, and Operator.
URL InspectorCoreSee which bots visited a specific URL, how often, and when they first appeared.
Time ComparisonCoreCompare data across time windows to see trend changes.
Global BenchmarksNice-to-haveCompare your site against the average of 249 other sites to see where you stand.
Unlimited StorageNice-to-haveUnlike Cloudflare's 7-day limit.

Competitive Landscape

DimensionAgent MonitorCloudflare Bot AnalyticsVercel BotIDScrunch AIProfound
PositioningBot AnalyticsSecurity + DetectionBot ProtectionAI SEO VisibilityAI Search Visibility
RetentionUnlimited7 DaysReal-time--
DetectionDeterministic RulesML + HeuristicsDeterministicGA IntegrationLog Analysis
PriceFree TrialFree BasicFree BasicFrom $300/moFrom $499/mo
IntegrationMedium (Server-side)LowLow (Vercel only)LowLow

Key Takeaways

  1. "GA4 for humans, Agent Monitor for bots"—This positioning is brilliant. It doesn't fight the giants; it fills their gaps.
  2. Deterministic vs. ML Black Box—In an era of "AI for everything," not using AI for analysis is actually a selling point for transparency.
  3. Born from real pain—Incubated within an SEO agency, ensuring the product solves actual problems rather than imagined ones.

For Tech Bloggers

Founder Story

  • Founder: Marcin Kaminski, based in Wrocław, Poland.
  • Background: CEO of Top Online—claimed to be Poland's most automated SEO agency. He also built YOSA.AI and EmbedBase.com and co-authored Poland's most comprehensive SEO manual.
  • The "Why": A client's GA4 traffic was plummeting, but rankings and conversions were stable. The team checked server logs and found a massive influx of AI bots that GA4 simply ignored. "Our analytics lost their meaning."

Discussion Angles

  • Angle 1: "How many real humans are actually on your site?": The 65% bot figure is a great hook for a shocking headline. (Note: This is based on their sample of 249 sites, mostly SEO clients).
  • Angle 2: "AI is stealing your content, and you don't even know it": Use Agent Monitor's data to discuss the impact of AI crawlers on creators.
  • Angle 3: "Monitoring AI without using AI": A product that deliberately avoids AI in the age of AI is an interesting narrative twist.

Traction Data

  • PH: 16 votes (low traction, likely due to being very new/niche).
  • Twitter/X: No significant buzz yet.
  • Search Trends: Searches related to "AI bot traffic" are trending upward in early 2026.
  • Industry Context: AI bot traffic is reportedly approaching human traffic levels (The Register, Feb 2026), making this a hot sector.

For Early Adopters

Pricing Analysis

TierPriceFeaturesIs it enough?
Free Trial14 days, $0Full Small Business featuresEnough to evaluate the value.
StarterNot PublicSingle site, limited eventsGood for personal blogs.
Small BusinessNot PublicMulti-site, more eventsGood for SMBs.
ProfessionalNot PublicTeams/Agencies, high volumeFor heavy hitters.

Note: Events = All HTTP GET requests (including bots). Actual consumption is usually ~2x your organic traffic. Multiply by 2 when choosing a plan.

Getting Started

  • Setup Time: 15-30 minutes.
  • Learning Curve: Low—install it and wait for data; the dashboard is plug-and-play.
  • Steps:
    1. Register at agentmonitor.io for the 14-day trial.
    2. Choose integration: WP Plugin / Cloudflare Worker / Node.js npm package.
    3. Wait a few hours for data to accumulate.
    4. Check the Dashboard for Human vs. Bot vs. AI Bot ratios.
    5. Use URL Inspector to deep-dive into high-value pages.

The Catch

  1. Limited Integrations: Currently only WP/PrestaShop/Cloudflare/Node.js. If you use Django, Rails, or Go, you're out of luck for now.
  2. Opaque Pricing: You have to register to see the actual numbers, which is a friction point.
  3. Very New: Launched in early 2026; no large community for troubleshooting yet.
  4. Event Spikes: High bot activity can cause event counts to skyrocket, potentially leading to higher costs than expected.

Alternatives

AlternativeProsCons
Cloudflare Bot AnalyticsFree, wide coverage7-day data limit, less granular.
Manual Log AnalysisZero cost, total controlExtremely time-consuming to maintain bot signatures.
Scrunch AIFull-featured AI SEOStarts at $300/mo; expensive.
Profound Agent AnalyticsMost comprehensiveStarts at $499/mo; enterprise-only pricing.

For Investors

Market Analysis

  • Sector: AI bot traffic monitoring is a sub-sector of the ~$7B web analytics market. The driver is strong: AI bot traffic is nearing or exceeding human traffic.
  • Growth: AI crawler traffic grew 40%+ in 2025-2026; ChatGPT visits are up 50% YoY, Gemini up 647%.
  • Drivers:
    • AI Agents (Manus, Operator) are replacing human browsing.
    • 76% of sites see rising bot traffic, but only 38% use specialized tools.
    • Zero-click searches are expected to hit 70% by 2026.

Competitive Landscape

  • Top Tier: Cloudflare, Akamai (Security-focused).
  • Mid Tier: Scrunch AI (Acquired by HubSpot), Profound ($58.5M raised) (AI SEO visibility).
  • New Entrant: Agent Monitor (Pure bot analytics, agency-incubated).

Timing

  • Why now?: 2025-2026 is the inflection point for AI bots. Traditional tools are failing, and the pain for site owners is peaking.
  • Market Readiness: High. Every web manager is aware of the bot problem but lacks the tools to quantify it.

Conclusion

Agent Monitor solves a real and urgent problem—showing site owners the 65% of traffic that GA4 misses. The entry point is precise and the tech is pragmatic, but the ecosystem is early. It's a great tool for those willing to be first movers.


Resource Links

ResourceLink
Official Websitehttps://agentmonitor.io/
GitHubhttps://github.com/agent-monitor
Product Hunthttps://www.producthunt.com/products/agent-monitor-track-ai-traffic
Documentationhttps://agentmonitor.io/integrations
Python SDKhttps://pypi.org/project/agentmonitor/
Founderhttps://marcinkaminski.ai/

2026-02-19 | Trend-Tracker v7.3

One-line Verdict

Agent Monitor is a precision tool addressing data anxiety in the AI era. While the ecosystem is early, its positioning as 'bot-specific analytics' provides a distinct competitive advantage.

FAQ

Frequently Asked Questions about Agent Monitor

A server-side analytics tool specifically designed to track and analyze AI bot and crawler traffic.

The main features of Agent Monitor include: Automatic Bot/Human traffic classification, Granular identification of mainstream AI Agents, URL-level bot access tracking (URL Inspector), Historical trend comparison and analysis.

14-day free trial; paid plans include Starter, Small Business, and Professional (prices visible after registration).

SEO professionals, e-commerce operators, webmasters, developers, and content creators.

Alternatives to Agent Monitor include: Cloudflare Bot Analytics, Vercel BotID, Scrunch AI, Profound Agent Analytics..

Data source: ProductHuntFeb 19, 2026
Last updated: