Training Example: Raygun – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Software, SaaS & Tech Products
Generic Claims: the all-in-one platform, trusted by thousands of companies, increase productivity by X percent, save hours every week…
Red Flags: AI claims without explaining what the AI does, customer logos without case study or testimonial evidence, no live product access or demo, SOC 2 claims without audit period or report availability…
Semantic Drift Patterns: homepage claims AI-powered but product is rules-based, claims enterprise-grade but pricing page shows startup tiers only, homepage shows Fortune 500 logos but case studies are small businesses, claims all-in-one but integration page shows critical missing pieces…
Proof Expectations: live product demo or free trial access, specific feature documentation with screenshots, verified customer logos with published case studies, third-party review scores on G2, Capterra, or TrustRadius…

Raygun

(https://raygun.com) 📸 Data Snapshot: May 24, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Raygun – Application Monitoring For Web & Mobile Apps (https://raygun.com)
Title

Raygun – Application Monitoring For Web & Mobile Apps

H1 The future of debugging is AI Error Resolution
H2 For tech leads who are ready to deliver 100% reliable checkout experiences
H2 For CX experts who are ready to accelerate conversions
H2 For performance engineers who are ready to master the complexity of back-end systems
H2 Loved by development teams around the world
H2 Simple setup and flexible pricing
H2 From startups to Fortune 500s
H2 Get free unlimited monitoring for 14 days
H3 Thank you!
H3 Scale
H3 Security
H3 Compliance
H3 Support
H3 Platform
H4 Support
H4 Resources
H4 Company
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER AI Error Resolution (https://raygun.com/ai-error-resolution/)
Title

AI Error Resolution

H1 AI Error Resolution
H2 AI engineering expertise at a single click
H2 Reliable answers under pressure.
H2 You’re already using GenAI. Use it right.
H2 The context to get better answers.
H2 Actionable solutions in seconds
H2 Connect
H2 Surface
H2 Resolve
H2 Manual debugging is over. It’s time to take the next step in automation.
H2 Frequently asked questions
H3 Thank you!
H3 Platform
H4 Support
H4 Resources
H4 Company
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Raygun – Error Tracking & Crash Reporting Software (https://raygun.com/platform/crash-reporting/)
Title

Raygun – Error Tracking & Crash Reporting Software

H1 Error Monitoring & Crash Reporting
H2 Complete visibility across your entire tech stack
H2 Prioritize errors that have the greatest impact on your users
H2 Get the right fix the first time with AI Error Resolution
H2 Enjoy application stability and error reporting for all these language and frameworks
H2 See actionable error data in minutes
H3 Thank you!
H3 Platform
H4 Support
H4 Resources
H4 Company
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Real User Monitoring Tool | For Web & Mobile | Raygun (https://raygun.com/platform/real-user-monitoring/)
Title

Real User Monitoring Tool | For Web & Mobile | Raygun

H1 Real User Monitoring
H2 Superior visibility into front-end performance
H2 Quickly identify and diagnose performance bottlenecks
H2 Prioritize actions that have the biggest impact
H2 Make performance a feature with real-user insights at its core
H2 Ready to get started? Get set up in minutes
H2 Unify your monitoring into a single, modern solution
H2 View the setup documentation
H2 A Real User Monitoring tool for customer-centric teams
H2 Get free unlimited monitoring for 14 days
H2 Learn why you need to invest in your customer experience
H2 Harness Core Web Vitals with RUM
H3 Monitor and improve front-end performance
H3 Platform
H4 Support
H4 Resources
H4 Company
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://raygun.com) Raygun – Application Monitoring For Web & Mobile Apps
Download the guideEnter your details to view and download the full PDF versionView NowOops! Something went wrong while submitting the form.Talk to usLet's discuss your options and get a demo underway
[H3] Thank you!
We have received your transmission and will get to you soon.Oops! Something went wrong while submitting the form.
[H1] The future of debugging is AI Error Resolution
Auto-prompt your chosen LLM with crucial error context from your stack trace, environment, and affected code to get fast and accurate solutions.Start a free trialExplore AI Error Resolution
[H2] For tech leads who are ready to deliver 100% reliable checkout experiences
53% of consumers will abandon an app because of crashes, freezes, or errors. Reduce errors impacting the checkout process by as much as 90% across multiple stores, cut down MTTR to as low as four minutes, increase revenue, and accelerate your deployment frequency with Crash Reporting.Learn about Crash Reporting
[H2] For CX experts who are ready to accelerate conversions
Don't underestimate the power of performance for boosting bottom lines. Improving page response times and Core Web Vitals scores, even by less than a second, can significantly increase conversion rates. Real User Monitoring’s granular performance data enables engineers, analysts, and SREs to effectively identify bottlenecks, diagnose issues, and optimize performance for their mobile and web applications.Learn about Real User Monitoring
[H2] For performance engineers who are ready to master the complexity of back-end systems
Application Performance Monitoring (APM) enables data-driven monitoring and management of back-end issues, capturing the complete lifecycle of incoming web requests. Fix performance bottlenecks withininutes, not hours, with root cause analysis, multithreaded trace support, granular diagnostics, and code-level context for every trace.Learn about APM
[H2] Loved by development teams around the world
[IMG: Raygun Testimonials Video Thumbnail]
“We want minimum disruption for retailers, so they can continue what they do best; look after customers and sell the products they love.”Ben Gracewood - Chief Engineering Officer, Vend
[H2] Simple setup and flexible pricing
On-demand pricing that scales with youFirst-class support for all major languages and frameworks using lightweight SDKs and agentsNative integrations with Slack, Github, Jira, Bitbucket and more of your favorite tools
[IMG: Integration Logos]
[H2] From startups to Fortune 500s
Companies of all sizes and complexity rely on Raygun to deliver lightning-fast and error-free experiences for millions of customers, every day. Have a question for our team? Get in touch.
[H3] Scale
We process billions of data points every day and can meet the demands of any company, at any size, anywhere in the world.
[H3] Security
Your data, is your data. Raygun comes fully equipped with encrypted data storage and robust in-built privacy controls.
[H3] Compliance
We adhere to the most stringent security requirements and are HIPAA, GDPR, CCPA, and PCI compliant.
[H3] Support
Through our expansive online support center, live in-app chat, and dedicated customer support team, we are here to help every step of the way.
[H2] Get free unlimited monitoring for 14 days
Free trialTalk to usNo credit card required
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SUB-PAGE (https://raygun.com/ai-error-resolution/) AI Error Resolution
Download the guideEnter your details to view and download the full PDF versionView NowOops! Something went wrong while submitting the form.Talk to usLet's discuss your options and get a demo underway
[H3] Thank you!
We have received your transmission and will get to you soon.Oops! Something went wrong while submitting the form.The future of debugging is here
[H1] AI Error Resolution
A new debugging experience driven by Artificial Intelligence. Resolve issues with unprecedented speed and accuracy, using AI-powered suggestions on the root cause of errors and how to fix them.Start a free trialIntroducing Robbie!
[H2] AI engineering expertise at a single click
With one click, Raygun sends a detailed prompt to your chosen LLM preloaded with crucial context from your stack trace, environment, and affected code. AI Error Resolution analyzes and diagnoses the error group to suggest fast and accurate solutions.
[IMG: Visibility like you]
[H2] Reliable answers under pressure.
It’s hard to keep your cool when you’re alerted to an urgent error in production. AI Error Resolution is on-call 24/7 to support you, no matter what. Get instant solutions to resolve issues before they become incidents.
[H2] You’re already using GenAI. Use it right.
AI tools are already part of the debugging process for most developers. With a secure integration that you control, you can remove the hurdles of context-switching and separation from your codebase. With built-in prompts refined by our team of engineers, you’re asking better questions to get better answers.
[H2] The context to get better answers.
Isolation is inefficient. AI Error Resolution keeps everyone informed and involved with multiple live user messaging, conversation history, and comment capture, and queries your stack trace directly to give you more precise and informed diagnostics. Give your people and systems the visibility to get the job done.How it works
[H2] Actionable solutions in seconds
AI Error Resolution is an enhancement of Raygun Crash Reporting. To see it in action, sign up for a free 14-day trial of Crash Reporting — no credit card required. Existing Crash Reporting customers can start generating solutions right now!
[H2] Connect
Connect securely to your organization’s OpenAI or Azure OpenAI Service account using your API key.
[H2] Surface
Crash Reporting will surface the errors in your codebase, which you can sort by your chosen criteria.
[H2] Resolve
Select your first error instance and open AI Error Resolution. You’ll immediately get three suggested solutions and can even generate the code to execute.
[H2] Manual debugging is over. It’s time to take the next step in automation.
Secure connection via API keyGDPR and CCPA compliantCustomer retains data tenancy and ownershipStart a free trialFree for 14 days. No credit card required.
[H2] Frequently asked questions
What languages and platforms does AI Error Resolution support?Raygun Crash Reporting supports all major languages and platforms. You can see a full list of our supported technologies here.How will I be charged for use of tokens/responses generated by the AI provider?Raygun makes one API call to OpenAI or Azure OpenAI Service for each new request to resolve an error and each subsequent follow-up question. The costs depend on the AI provider's pricing and the LLM model you select to use.What data is AI Error Resolution trained on?Raygun doesn’t train any models. AI Error Resolution is powered by the AI provider of your choice, and draws on the LLM’s general knowledge while using the prompts and parameters built into the feature. Read more about Raygun’s data handling policies here.What data is sent to the provider and to Raygun?To retrieve a resolution, Raygun crafts a prompt that includes the specific data of that error group (e.g., the stack trace). Raygun securely posts the prompt for inference only to the selected third-party AI integration using your plan’s own API key. No model training takes place with any customer data.Who owns the data transmitted between Raygun users, Raygun, and the model?Your interactions with the AI provider are securely stored with Raygun so that you don’t have to prompt the AI provider again to view previous discussions on an error group. You can always permanently delete any discussion thread.How long will Raygun retain data?We’ll hold your data for 90 days in line with our data retention policies.What safeguards are in place to protect against the “hallucinations” or malfunctions that AI models have been known to exhibit?Raygun does not offer any guarantees on the quality of the LLM’s answer, which is controlled by the AI providers (OpenAI or Azure OpenAI Service). We have tested and experimentally validated our prompt, which, to the best of our knowledge, has not resulted in any hallucinations so far.Do I have to be a Crash Reporting customer to use AI Error Resolution?Yes, AI Error Resolution is built into Crash Reporting and queries the stack trace data surfaced via error reports.
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SUB-PAGE (https://raygun.com/platform/crash-reporting/) Raygun – Error Tracking & Crash Reporting Software
Download the guideEnter your details to view and download the full PDF versionView NowOops! Something went wrong while submitting the form.Talk to usLet's discuss your options and get a demo underway
[H3] Thank you!
We have received your transmission and will get to you soon.Oops! Something went wrong while submitting the form.AI-powered!
[H1] Error Monitoring & Crash Reporting
Detect, diagnose, and resolve errors with ease. Get real-time,
code-level insights into the health of your software and generate instant solutions for your most urgent errors.Start a free trialRequest demo
[H2] Complete visibility across your entire tech stack
Never let another error go unnoticed again. Monitor for errors across desktop and mobile with all the information you need to take action. Stop relying on log files or support tickets with incomplete information — see the full stack trace, environment, browser, version, class name, host, and more. Connect to your repo through native integrations with GitHub, Bitbucket, and GitLab, with support for source map decoding.
[H2] Prioritize errors that have the greatest impact on your users
Sort and order errors by the criteria that matter to your team and understand the impact of issues on your users. Order and prioritize errors based on users affected and the number of occurrences, and use smart filters to segment errors by date, location, version, host, OS, browser, and custom tags.Track every deployment in real time to identify any new errors or regressions. Attach valuable context to error reports and user segments using custom data.
[H2] Get the right fix the first time with AI Error Resolution
[IMG: Visibility like you]
Resolve issues with unprecedented speed and accuracy using AI-powered suggestions on the root cause of errors and how to fix them. AI Error Resolution is on-call 24/7 to support you, no matter what — especially when there's an urgent error in production. Ask better questions to get better answers with prompts crafted and refined by the Raygun engineering team, and preloaded with detail on the stack trace, environment, and affected code.Maintain team collaboration and visibility with multiple live user messaging, conversation history, and comment capture.Learn more about AI Error Resolution
[H2] Enjoy application stability and error reporting for all these language and frameworks
[IMG: JavaScript Logo]
[IMG: React Logo]
[IMG: PHP Logo]
[IMG: Nodejs Logo]
[IMG: Unity Logo]
[IMG: Ruby Logo]
[IMG: ASP.NET Logo]
[IMG: Ruby on Rails Logo]
[IMG: Java Logo]
[IMG: Python Logo]
[IMG: Angular Logo]
[IMG: Express Logo]
[IMG: Go Logo]
[IMG: Vuejs Logo]
[IMG: Ember Logo]
[IMG: Wordpress Logo]
[IMG: Android Logo]
[IMG: iOS Logo]
[IMG: Windows Logo]
"Raygun gives us all the tools we need right out of the box. It only took us minutes to integrate and start receiving errors, right down to the line of code."Fabian Jakobs – Lead developer at Cloud9
[IMG: Olo Logo]
"Without Raygun to tell us about our errors, we wouldn't have been able to know what was happening – and that let us reduce our errors by almost 95%."Luis Alonzo – Software architect at HealthCare.com
[IMG: Ignition Development Logo]
"We are obsessive about blasting errors with Raygun. As a result, we've reduced the number of errors per day from many hundreds to just a small handful."Andrew Schofield – CTO at Timely
[IMG: PushPay Logo]
[H2] See actionable error data in minutes
Free trialRequest demoFree unlimited monitoring for 14 days
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SUB-PAGE (https://raygun.com/platform/real-user-monitoring/) Real User Monitoring Tool | For Web & Mobile | Raygun
Download the guideEnter your details to view and download the full PDF versionView NowOops! Something went wrong while submitting the form.
[H1] Real User Monitoring
[H3] Monitor and improve front-end performance
Unlock real-user insights into front-end performance to quickly identify and resolve issues impacting your end user experience.Free trialRequest demoNo credit card required
[IMG: Raygun Real user Monitoring]
[IMG: Real User Monitoring Dashboard]
[H2] Superior visibility into front-end performance
Surface real-user insights you can trust. Understand how your website or application performs in the hands of your users across both desktop and mobile.First-class language support for JavaScript, Angular, Xamarin, React, iOS, and AndroidGet set up in minutes with lightweight SDKs and just a few lines of codeFlexible and affordable pricing with unlimited apps and team members
[H2] Quickly identify and diagnose performance bottlenecks
Track website and application performance trends in real-time. Drill into slow pages, get instance-level diagnostics, and find the root cause of poor performance, faster. Identify performance spikes and isolate problematic areas of your website or application  Get a full waterfall breakdown of load times across DNS, latency, SSL, server, and transfer timesSee individual user sessions with instance-level diagnostics of every page request
[H2] Prioritize actions that have the biggest impact
Focus on the metrics that matter most to you and your customers. Monitor and compare segments and prioritize high-impact optimizations.View the full performance distribution of users and drill into specific cohorts for additional contextFilter and compare data by time, geo-location, browser, device, and more for greater control and granularityMonitor and improve Core Web Vitals with detailed real-user insights of your exact target audience
[H2] Make performance a feature with real-user insights at its core
Never let a poor experience go unnoticed again. Build an unbeatable workflow that empowers your development team and delights customers.Optimize performance continuously and monitor the impact of every deployment in real-timeIntegrate with Slack to receive a daily performance summary that keeps your whole team informedProactively search individual customers for a full breakdown of sessions and errors with Customer Experience Monitoring
[IMG: Real User Monitoring Dashboard]
[H2] Ready to get started? Get set up in minutes
Free trialRequest demoNo credit card required
[IMG: Real User Monitoring Dashboard]
[H2] Unify your monitoring into a single, modern solution
Raygun’s full suite of error and performance monitoring tools give you complete, real-time visibility into the health and performance of your software.Use Real User Monitoring in combination with Error Monitoring and Crash Reporting to correlate errors and crashes with performance issuesGet complete visibility into front-end and server-side performance when used with APM ‍Visualize trends and view the health of your applications at a glance with highly customizable dashboards
[H2] View the setup documentation
[IMG: JavaScript Logo]
[IMG: Android Logo]
[IMG: iOS Logo]
[IMG: Xamarin Logo]
[IMG: Angular Logo]
[IMG: React Logo]
[H2] A Real User Monitoring tool for customer-centric teams
“I would absolutely recommend Raygun. It's easy to get started and you’ll quickly get real visibility into what your users are actually experiencing.”Greg Shackles - Principal Engineer at Olo
[IMG: Olo Logo]
“Raygun is only going to help your software teams get better, especially RUM, which I can’t live without. We see Raygun as an extension of our team and our company.”Jeb Baugh - Senior Engineering Manager at Praeses
[IMG: Ignition Development Logo]
“Raygun gives us the ability to know about issues so we can respond quickly and give our customers the best experience that they deserve and expect.”David Corbett - Senior Engineering Manager at Pushpay
[IMG: PushPay Logo]
[H2] Get free unlimited monitoring for 14 days
Free trialRequest demoNo credit card required
[H2] Learn why you need to invest in your customer experience
[H2] Harness Core Web Vitals with RUM
Core Web Vitals are Google’s industry-standard scores of user experience, helping developers to more effectively focus effort and measure impact. Learn how to find, improve, and maintain your Core Web Vitals scores with our actionable tips and integrated RUM workflow.Download guide
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🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
26Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 1 0
/ai-error-resolution/ 1 0
/platform/crash-reporting/ 12 0
/platform/real-user-monitoring/ 12 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@type": "WebSite",
    "name": "Raygun",
    "url": "https://raygun.com"
}
/ai-error-resolution/
{
    "@context": "https://schema.org",
    "@type": "WebSite",
    "name": "Raygun",
    "url": "https://raygun.com"
}
/platform/crash-reporting/
{
    "@context": "https://schema.org",
    "@type": "WebSite",
    "name": "Raygun",
    "url": "https://raygun.com"
}
/platform/real-user-monitoring/
{
    "@context": "https://schema.org",
    "@type": "WebSite",
    "name": "Raygun",
    "url": "https://raygun.com"
}

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Software, SaaS & Tech Products
33.2 Avg BS

Based on 1130 businesses audited.

BS Detector

Software, SaaS & Tech Products BS: Raygun (raygun.com)

https://raygun.com 📍 Industry: Software, SaaS & Tech Products
33 BS / 100

Raygun is a high-substance technical platform that avoids the typical AI-washing prevalent in 2026 by being transparent about its LLM mechanics. While it utilizes standard SaaS trust-building theater (unlinked logos and review counts), its core claims are backed by specific technical protocols and verifiable customer names.

Info Density Power-words vs. Substance ratio.
8
27% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
13
65% BS
Commodity Fingerprint Detection of industry clichés/templates.
7
47% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

To reduce the BS score, add direct outbound links to G2 or Capterra profiles within the testimonial sections to eliminate the Trust Theatre flag. Upgrade the schema.org metadata from WebSite to SoftwareApplication, including specific properties for operatingSystem and softwareVersion. Replace the aspirational 100% reliable checkout heading with a more defensible metric-based heading. Finally, link the named engineering experts in testimonials to their verified professional profiles using sameAs properties in Person schema.

Raygun perfectly aligns with the Application Performance Monitoring (APM) and Error Tracking industry. The content focus on stack traces, SDK integrations, Core Web Vitals, and MTTR (Mean Time to Resolution) confirms its status as a technical SaaS tool for developers and engineers.

“The score of 33 is driven primarily by the Trust and Proof pillar (13/20) due to unlinked reviews and the Identity and Authority pillar (5/15) due to generic schema. The site scored a perfect 0 in Semantic Coherence, indicating an exceptionally honest relationship between its marketing promises and its functional reality.”

Verified Analysis Date: May 24, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation