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

Industry Context — Common BS Fingerprints in Education, Schools & Universities
Generic Claims: world-class education, preparing leaders of tomorrow, nurturing potential, outstanding results…
Red Flags: no accreditation details from recognized bodies, graduation rate or employment statistics absent, faculty listed without qualifications, aggressive enrollment marketing with guaranteed outcomes…
Semantic Drift Patterns: homepage claims research-led but no research output listed, claims small class sizes but no student-to-staff ratios given, homepage promotes employability but no employment statistics provided, claims industry connections but no named employer partnerships…
Proof Expectations: accreditation body and registration details, published inspection or assessment results (Ofsted, QAA), specific student outcome statistics (graduation rates, employment rates), named faculty with verifiable qualifications…

Common App

(https://commonapp.org) 📸 Data Snapshot: May 29, 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 Apply to college with Common App | Your future starts here (https://commonapp.org)
Title

Apply to college with Common App | Your future starts here

H1 Your future starts here
H2 Explore more than 1,000 colleges on Common App
H2 Illuminate 2026
H2 50 years of expanding access to higher education
H2 Plan your future
H2 Your complete collegeapplication guide
H2 Featured research
H2 News and updates
H2 Events and webinars
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
H3 Common App Next Chapter: 2026 impact report
H3 March 1 deadline update
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
H3 Common App Next Chapter: 2026 impact report
H3 March 1 deadline update
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
H3 Announcing the 2026–2027 Common App essay prompts
H3 Counselor Conversations with Common App, Spring 2026
H3 Championing transfer students’ journeys through early awareness
H4 For counselors and recommenders
H4 Become a member college
H5 Why college matters
H5 Paying for college
H5 Your college roadmap
H5 Illuminate 2026
H5 ASCA 2026 Annual Conference
HEADING_REPEATED_BODY First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education (https://commonapp.org/reports/first-generation-status-context-part-five-enrollment-persistence-and-degree-completion/)
Title

First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education

NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Reports and insights (https://commonapp.org/about/reports-and-insights/)
Title

Reports and insights

H1 Reports and insights
H2 Featured research
H2 Annual publication
H2 Application trend
H2 Research brief
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
H3 Common App Next Chapter: 2026 impact report
H3 March 1 deadline update
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
H3 Common App Next Chapter: 2026 impact report
H3 March 1 deadline update
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
H3 Common App Next Chapter: 2026 impact report
H3 March 1 deadline update
H3 First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER News and updates (https://commonapp.org/blog/)
Title

News and updates

H1 News and updates
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://commonapp.org) Apply to college with Common App | Your future starts here
[IMG: Student wearing headphones]
[H1] Your future starts here
Apply to college for the first time or transfer to complete your degree.

Navigate your entire college application journey with Common App.Start your application
[H1] Your future starts here
Apply to college for the first time or transfer to complete your degree.

Navigate your entire college application journey with Common App.Start your application
[H2] Explore more than 1,000 colleges on Common App
[H2] Illuminate 2026
[IMG: A line drawing of a college graduate in a cap and gown celebrating.]
[H2] 50 years of expanding access to higher education
Common App is celebrating 50 years! Since 1975, we've helped millions of students navigate college admissions and unlock opportunity. View stories of our journey or share your own and help shape the future.Celebrate with us
[IMG: A line drawing of a college graduate in a cap and gown celebrating.]
[IMG: air balloon icon]
[IMG: air balloon icon]
[H2] Plan your future
Get connected with everything you need to apply to college, research financial aid and scholarships, and get advice from counselors, advisors and mentors.
[IMG: icon]
[H5] Why college matters
College is worth it. Your future is worth it. You are worth it.Learn why college matters
[IMG: icon arrow]
[IMG: icon]
[H5] Paying for college
There are lots of options available to you. We can help you find them.Learn how to pay for college
[IMG: icon arrow]
[IMG: icon]
[H5] Your college roadmap
The path may seem unclear. We can help you find your way.Learn how to get to college
[IMG: icon arrow]
[IMG: icon]
[H2] Your complete collegeapplication guide
It’s go time — and we’ll be with you every step of the way.
Here’s where you’ll find what you need to take that next step towards a brighter future.First-year student guideTransfer student guide
[H2] Featured research
[IMG: Cover page of report.]
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
February 23, 2026
[IMG: A young man is smiling at the camera.]
[H3] Common App Next Chapter: 2026 impact report
2026
[IMG: Screenshot of March 1 deadline update.]
[H3] March 1 deadline update
March 12, 2026
[IMG: Cover page of report.]
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
February 23, 2026
[IMG: A young man is smiling at the camera.]
[H3] Common App Next Chapter: 2026 impact report
2026
[IMG: Screenshot of March 1 deadline update.]
[H3] March 1 deadline update
March 12, 2026
[IMG: Cover page of report.]
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
February 23, 2026123See more research
[H2] News and updates
[H3] Announcing the 2026–2027 Common App essay prompts
February 27, 2026
[IMG: A woman is sitting at a desk with paperwork.]
[H3] Counselor Conversations with Common App, Spring 2026
January 22, 2026
[IMG: A woman is in a classroom working on her laptop.]
[H3] Championing transfer students’ journeys through early awareness
October 21, 2025123See more news
[IMG: icon]
[H4] For counselors and recommenders
Thanks to you, your students aren’t alone. We’re here to make sure you’re not either. Access counselor resources
[IMG: icon]
[H4] Become a member college
We strive for access, equity, and integrity in the college admission process. Your membership makes it all possible.View membership benefits
[H2] Events and webinars
3Jun
[H5] Illuminate 2026
Illuminate brings higher education leaders together to explore access, innovation, and community-driven strategies that expand opportunity and drive positive change.
[IMG: Location marker.]
Charlotte, NC
[IMG: Panel discussion at Illuminate 2025.]
11Jul
[H5] ASCA 2026 Annual Conference
The ASCA Annual Conference offers workshops, networking opportunities, and expert-led sessions on student support and counseling practices.
[IMG: Location marker.]
New Orleans, LA12See all events
[IMG: Women are at a table working on laptops.]
Have a question? Contact our support team
4136 chars
SUB-PAGE · THIN (https://commonapp.org/reports/first-generation-status-context-part-five-enrollment-persistence-and-degree-completion/) First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
[IMG: Report cover page.]
Read the report
41 chars
SUB-PAGE (https://commonapp.org/about/reports-and-insights/) Reports and insights
[H1] Reports and insights
[H2] Featured research
[IMG: Cover page of report.]
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
February 23, 2026
[IMG: A young man is smiling at the camera.]
[H3] Common App Next Chapter: 2026 impact report
2026
[IMG: Screenshot of March 1 deadline update.]
[H3] March 1 deadline update
March 12, 2026
[IMG: Cover page of report.]
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
February 23, 2026
[IMG: A young man is smiling at the camera.]
[H3] Common App Next Chapter: 2026 impact report
2026
[IMG: Screenshot of March 1 deadline update.]
[H3] March 1 deadline update
March 12, 2026
[IMG: Cover page of report.]
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
February 23, 2026123Filters+TypeAnnual publicationsApplication trendsResearch briefsState reportsCase studiesResearch collaborationDate RangeFromTo
[H2] Annual publication
[H3] Common App Next Chapter: 2026 impact report
Common App2026Common App’s latest Next Chapter impact report shows the organization’s progress towards its moonshot goal of closing the gap of students from low- and middle-income communities on its platform relative to their peers from high-income communities.
[IMG: A young man is smiling at the camera.]
[H2] Application trend
[H3] March 1 deadline update
Data Analytics and ResearchMarch 12, 2026Applicants and applications through March 1, 2026 are up year-over-year, with applicants applying to slightly more schools on average. First-generation applicants increased by 6% compared to this point in 2024-25, and applicants from below-median income ZIP codes grew by 8%.
[IMG: Screenshot of March 1 deadline update.]
[H2] Research brief
[H3] First-generation status in context, part five: Enrollment, persistence, and degree completion by detailed parental education
Data Analytics and ResearchFebruary 23, 2026This research brief moves beyond the traditional first-generation binary, analyzing more than 30 specific combinations of parental education to demonstrate significant nuance in college enrollment and degree completion outcomes. The findings, which cluster into four patterns, offer a more precise lens for institutions to identify and tailor support for students.
[IMG: Cover page of report.]
2475 chars
SUB-PAGE · THIN (https://commonapp.org/blog/) News and updates
[H1] News and updates
[IMG: Funnel.]
Filters+
45 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
5Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 5 1
/reports/first-generation-status-context-part-five-enrollment-persistence-and-degree-completion/ 0 1
/about/reports-and-insights/ 0 1
/blog/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/reports/first-generation-status-context-part-five-enrollment-persistence-and-degree-completion/ — no schema detected (entity gap)
/about/reports-and-insights/ — no schema detected (entity gap)
/blog/ — 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
Education, Schools & Universities
38.5 Avg BS

Based on 816 businesses audited.

BS Detector

Education, Schools & Universities BS: Common App (commonapp.org)

https://commonapp.org 📍 Industry: Education, Schools & Universities
17 BS / 100

Common App is a rare example of an educational entity that prioritizes utility and data over marketing fluff. Its low BS score is earned through consistent semantic alignment and a heavy investment in original research that backs its access and equity claims. It functions more like a data-driven utility than a promotional institution.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

Integrate Organization and ResearchProject schema to provide machine-readable proof of authority and link to external citations. Replace the repetitive H3 report titles on the reports page to improve structural variety. Enhance the Why college matters section by replacing generic encouraging phrases with a summary of the sites existing research on degree completion outcomes. Add direct links to the ASCA 2026 Annual Conference external registration pages to further validate the Events and webinars section.

The site aligns perfectly with the Education and Admissions sector, functioning as a centralized utility for college applications. The content focuses heavily on research-led data regarding enrollment and student demographics, which substantiates its role as a sector authority.

“The score of 17 is driven primarily by the high Information Density and the complete lack of Semantic Drift. Small penalties were applied in the Identity and Authority pillar due to missing schema data and in the Commodity Fingerprint pillar for generic H1/H5 slogans. Overall, the site is highly substantive and serves as a benchmark for low-BS educational content.”

Verified Analysis Date: May 29, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation