Training Example: Feedly – 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…

Feedly

(https://feedly.com) 📸 Data Snapshot: May 26, 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 Feedly: Track the topics and trends that matter to you (https://feedly.com)
Title

Feedly: Track the topics and trends that matter to you

Meta

Feedly is the fastest way to research the topics and trends that matter to you. Solutions for cybersecurity teams, market intel teams, or curious individuals.

H2 ThreatIntelligence
H2 MarketIntelligence
H2 NewsReader
H2 Products
H2 Resources
H2 Downloads
H2 Learn More
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Feedly Threat Intelligence: Collect, analyze, and share actionable intelligence (https://feedly.com/threat-intelligence/)
Title

Feedly Threat Intelligence: Collect, analyze, and share actionable intelligence

Meta

Feedly Threat Intelligence is the leading solution to collect, analyze, and share actionable cyber threat intel like vulnerabilities, cyberattacks, threat actors, and IoCs.

H1 Turn noise into tailored intel your stakeholders act on
H2 CTI teams struggle to get fast, trusted, contextualized intel
H2 Feedly AI. Trusted sources. Threat Graph. Analyst-led.
H2 See results in action
H2 Popular use cases
H2 Operationalize your open source intelligence in 30 days
H2 Products
H2 Resources
H2 Downloads
H2 Learn More
H3 Intel Agents. Continuously collect relevant threat signals from 10,000+ trusted clear and dark web sources.
H3 Ask AI. Research imminent threats and generate CTI deliverables with confidence.
H3 Integrations. Deliver STIX-formatted threat intel to your entire security stack and stakeholders.
H4 Speed
H4 AI trust
H4 Contextualization
H4 10,000+ trusted TI sources
H4 Real-Time Threat Graph
H4 Task-specific AI tools
H4 10,000+ trusted TI sources
H4 Real-Time Threat Graph
H4 Task-specific AI tools
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Feedly Market Intelligence: Gain the full view of your competition and industry trends (https://feedly.com/market-intelligence/)
Title

Feedly Market Intelligence: Gain the full view of your competition and industry trends

Meta

Monitor market trends and competitor moves with Feedly Market Intelligence. Discover trends, collaborate, and share MI newsletters with stakeholders.

H2 Reduce your blind spots
H2 Find actionable industry intelligence faster with AI Feeds
H2 Discover new trends with Emerging Trends Dashboard
H2 Get a 360° view of key companies and trends
H2 Synthesize articles into reports and summaries with Ask AI
H2 Automatically export facts from articles into spreadsheets
H2 Share insights with your stakeholders via Automated Newsletters
H2 Spread insights to stakeholders using no-code integrations
H2 Discover new market insights in minutes
H2 Products
H2 Resources
H2 Downloads
H2 Learn More
H3 Outsmart the competition and stay ahead of industry shifts
HEADER_REPEATED Stay ahead of the curve with Feedly AI (https://feedly.com/i/back/)
Title

Stay ahead of the curve with Feedly AI

Meta

Welcome to Feedly — the platform where businesses and curious minds stay ahead of the curve! We

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://feedly.com) Feedly: Track the topics and trends that matter to you
Team
[H2] ThreatIntelligence
Collect, analyze, and share actionable open source threat intelligence fasterGet Started for FreeLearn More
[IMG: Illustration of an article about cyberattacks and ransomware. AI has identified a CVSS score of 8.5, 8 IoCs, and 6 TTPs.]
Team
[H2] MarketIntelligence
Find, synthesize, and share industry and competitive intelligence fasterGet Started for FreeLearn More
[IMG: Illustration of an article about a product launch in the finance industry. A tooltip points out an AI Summary and an icon to “save to board”]
Personal
[H2] NewsReader
Read all your favorite blogs, news sites, and newsletters in one placeGet Started for FreeLearn More
[IMG: A screenshot of the Feedly news reader interface showing the “Today” page and a list of articles.]
[IMG: Canada Media Fund]
[IMG: Cloudflare]
[IMG: Lufthansa]
[IMG: Sopra Steria]
[IMG: Agenus]
[IMG: EMarketer]
[IMG: Netskope]
[IMG: Secure Cyber Defense]
[IMG: Danone]
[IMG: Verizon]
[IMG: Airbus]
[IMG: Openfields]
[IMG: Royal Bank of Scotland]
[IMG: Delta Dental]
[IMG: River Cap]
[IMG: Canada Media Fund]
[IMG: Cloudflare]
[IMG: Lufthansa]
[IMG: Sopra Steria]
[IMG: Agenus]
[IMG: EMarketer]
[IMG: Netskope]
[IMG: Secure Cyber Defense]
[IMG: Danone]
[IMG: Verizon]
[IMG: Airbus]
[IMG: Openfields]
[IMG: Royal Bank of Scotland]
[IMG: Delta Dental]
[IMG: River Cap]
1341 chars
SUB-PAGE (https://feedly.com/threat-intelligence/) Feedly Threat Intelligence: Collect, analyze, and share actionable intelligence
[H1] Turn noise into tailored intel your stakeholders act on
Analyst-led AI tools to operationalize open source intelligence. No black boxes.Start 30-Day Free TrialBook a DemoCollectAnalyzeDeliverTrusted by 380 CTI teams, including half of the Fortune 10
[IMG: Cloudflare]
[IMG: Airbus]
[IMG: Royal Bank of Scotland]
[IMG: Delta Dental]
[IMG: Grey Noise]
[IMG: Church & Dwight]
[H2] CTI teams struggle to get fast, trusted, contextualized intel
[H4] Speed
"Speed isn't just seeing the threat first. It's having a finished briefing in my CISO's inbox in minutes."CTI LeadFortune 100 Financial Services
[H4] AI trust
"I need AI grounded in what's happening now. Every answer should cite its sources, and flag when evidence is thin."Head of Threat ResearchGlobal Pharma
[H4] Contextualization
"Every stakeholder asks 'why does this matter to us?' Intel needs to answer that question, shaped for their language and actions."CTI DirectorGlobal Automotive Manufacturer
[H3] Intel Agents. Continuously collect relevant threat signals from 10,000+ trusted clear and dark web sources.
[H3] Ask AI. Research imminent threats and generate CTI deliverables with confidence.
[H3] Integrations. Deliver STIX-formatted threat intel to your entire security stack and stakeholders.
Start 30-Day Free TrialBook a Demo
[H2] Feedly AI. Trusted sources. Threat Graph. Analyst-led.
[IMG: trusted source diagram]
[H4] 10,000+ trusted TI sources
1,000+ AI models continuously extract entities, identify incidents, and tag TTPs
[IMG: threat relationships diagram]
[H4] Real-Time Threat Graph
Relationships between 10M+ articles, 979 threat actors, 300K+ CVEs, 12K+ malware families, 800 TTPs, 681M+ IoCs
[IMG: ai outputs diagram]
[H4] Task-specific AI tools
Deep citations trace every AI response back to its original source. Your analyst stays in control
[H4] 10,000+ trusted TI sources
1,000+ AI models continuously extract entities, identify incidents, and tag TTPs
[IMG: trusted source diagram]
[H4] Real-Time Threat Graph
Relationships between 10M+ articles, 979 threat actors, 300K+ CVEs, 12K+ malware families, 800 TTPs, 681M+ IoCs
[IMG: threat relationships diagram]
[H4] Task-specific AI tools
Deep citations trace every AI response back to its original source. Your analyst stays in control
[IMG: ai outputs diagram]
[H2] See results in action
[IMG: Retail and Hospitality ISAC]
"Within 10 minutes of turning on our trial, I had two alerts that I could send directly to member companies that have been impacted."
[IMG: Lee Clark]
Lee ClarkCTI Production Manager
[IMG: GISA]
"Since we started using Feedly, we often have a head start of up to three days before information is communicated by authorities."
[IMG: Michael Netzband]
Michael NetzbandDirector of Information Security
[IMG: MARS]
"You don't need all the CTI in the world if it's actionable specifically to your company. Feedly ensures we can gather all the intel for a hunt so the hunt can be more successful."
[IMG: Cory Collins]
Cory CollinsCyber Threat Senior Lead
[H2] Popular use cases
[IMG: Track critical vulnerabilities]
[IMG: Identify cyberattacks in your industry]
[IMG: Monitor threat actor behavior (TTPs)]
[IMG: Collect IoCs]
[H2] Operationalize your open source intelligence in 30 days
Evaluate Feedly Threat Intelligence against your specific intelligence requirements, deliverables, and integrations.Start 30-Day Free TrialDay 1Kickoff call to tailor your trial to your intelligence requirements. Start collecting relevant threat signals.Week 2-3Use Ask AI to research threats. Use Report Builder to produce and deliver tailored briefings.Week 4Measure impact across productivity, early discovery, signal-to-noise, and stakeholder satisfaction.
3709 chars
SUB-PAGE (https://feedly.com/market-intelligence/) Feedly Market Intelligence: Gain the full view of your competition and industry trends
[H3] Outsmart the competition and stay ahead of industry shifts
Use Feedly AI to find, synthesize, and share industry intelligence fasterStart Free TrialSchedule DemoNo credit card requiredTrusted by leading strategy and innovation teams
[IMG: Canada Media Fund]
[IMG: Lufthansa]
[IMG: Agenus]
[IMG: EMarketer]
[IMG: Danone]
[IMG: Verizon]
[IMG: Airbus]
[IMG: Openfields]
[IMG: Royal Bank of Scotland]
[IMG: Delta Dental]
[IMG: River Cap]
[IMG: Sopra Steria]
[IMG: Canada Media Fund]
[IMG: Lufthansa]
[IMG: Agenus]
[IMG: EMarketer]
[IMG: Danone]
[IMG: Verizon]
[IMG: Airbus]
[IMG: Openfields]
[IMG: Royal Bank of Scotland]
[IMG: Delta Dental]
[IMG: River Cap]
[IMG: Sopra Steria]
[IMG: Lufthansa Innovation Hub logo]
“AI Actions enable us to create ready-to-use insights and datasets within Feedly, saving us hours of work every week.”Tino KlaehneDirector of Strategic Innovation3-5xFaster intelligence gathering with Feedly Market IntelligenceRead case study Thousands of trusted sources
[H2] Reduce your blind spots
Follow the most relevant news sources, tech blogs, newsletters, trade publications, business magazines, research journals, social media, and more
[IMG: 4 logos in a grid including]
Business Magazines
[IMG: 4 logos in a grid including]
Strategy Magazines
[IMG: 4 logos in a grid, including]
Tech Blogs
[IMG: 4 logos in a grid, including]
Trade Publications
[IMG: 4 logos in a grid including]
Research Journals
[IMG: 4 logos in a grid including]
Social MediaAI Feeds
[H2] Find actionable industry intelligence faster with AI Feeds
Customized to your industry and needsPowered by 10,000+ AI ModelsAcross thousands of quality sources
[IMG: AI Feed showing only articles related to Innovation at Amazon]
[IMG: Emerging Trends Dashboard filtered to the energy industry with trends described and reference links available for further validation.]
Dashboards
[H2] Discover new trends with Emerging Trends Dashboard
Let Feedly wade through the sea of weak signals to surface trends as they emergeInsights Cards
[H2] Get a 360° view of key companies and trends
Real-time metricsTop stories and recent activitiesRelated companies, use cases, and technologies
[IMG: Trend Insights Card for nuclear-powered data center trend with charts for trend volume, key companies, technologies, and topics]
[IMG: AI Actions, a generative AI prompt, run on selected articles with output showing a table of use cases and business impact.]
AI Actions
[H2] Synthesize articles into reports and summaries with Ask AI
In-line citations make answers verifiableAI Actions
[H2] Automatically export facts from articles into spreadsheets
Extract and format data into tables, graphs, or reports
[IMG: Spreadsheet showing data extracted by AI Actions from selected articles about AI Funding events]
[IMG: Customized and branded company newsletter on industry trends with highlights of an AI generated summary and analyst notes]
Automated Newsletters
[H2] Share insights with your stakeholders via Automated Newsletters
Personalize the content, branding, and summarization in minutesIntegrations & API
[H2] Spread insights to stakeholders using no-code integrations
[IMG: Pernod Ricard Logo]
“Feedly is our AI-driven trend watch tool. It scans thousands of sources we've curated over the years. That scale is a game-changer.”Sofiane ZeghloulTrend Anaylst, Pernod RicardGet Started
[H2] Discover new market insights in minutes
Start Free Trial
3427 chars
SUB-PAGE · THIN (https://feedly.com/i/back/) Stay ahead of the curve with Feedly AI
Feedly failed to loadPlease try to reload https://feedly.com/ in case this is due to a networking or caching issue.In some cases, some browser extensions can interfere with the loading of Feedly. If you have some browser extensions installed, try to load Feedly in an incognito window and see if that resolves the issue. If it does, you can try to disable extensions one by one to determine where the conflict is.Finally, this could be caused by a bug in Feedly. If this is the case, please send an email to care@feedly.com and we will be happy to help.
553 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
23Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
/threat-intelligence/ 21 0
/market-intelligence/ 1 0
/i/back/ 1 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/threat-intelligence/ — no schema detected (entity gap)
/market-intelligence/ — no schema detected (entity gap)
/i/back/ — no schema detected (entity gap)

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: Feedly (feedly.com)

https://feedly.com 📍 Industry: Software, SaaS & Tech Products
32 BS / 100

Feedly is a high-substance platform that survives a forensic audit by providing hard numbers where most SaaS companies provide adjectives. While it suffers from some technical SEO laziness in its schema and meta-tagging, the underlying content is robust and technically grounded. It is a tool for professionals that happens to use a few modern marketing cliches.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
11
55% BS
Commodity Fingerprint Detection of industry clichés/templates.
6
40% BS
Identity & Authority Expert verifiability & Schema depth.
10
67% BS

First, implement comprehensive Organization and Person schema to link named customers and experts to verifiable entities. Second, fix the loading bug on the internal navigation paths identified in the crawl. Third, transform the ‘trusted by’ logos into direct links to third-party review platforms to resolve the 0 proof link metadata score. Finally, remove generic H4 headings like ‘Speed’ and replace them with specific performance outcomes.

The website perfectly aligns with the Software, SaaS & Tech Products industry, specifically targeting Enterprise Intelligence and Cybersecurity niches. The content confirms this through technical mentions of STIX-formatted threat intel, IoCs, TTPs, and API integrations.

“The score of 32 was primarily driven by the Identity and Authority pillar (10 points) due to the complete lack of structured data (JSON-LD) and the Trust and Proof pillar (11 points) due to the absence of external proof links in the metadata. The site performed exceptionally well in Semantic Coherence and Information Density, which prevented a higher BS score.”

Verified Analysis Date: May 26, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation