Training Example: LSU Shreveport – 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…

LSU Shreveport

(https://lsus.edu) 📸 Data Snapshot: May 31, 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 LSU Shreveport (https://lsus.edu)
Title

LSU Shreveport

Meta

Home Page

H1 Stay Close. Go Far.
H2 LSUS has been piloting the dreams of its students since 1967 through strong academics, generous scholarships, and unwavering support from a close knit community.
NAV_REPEATED_FOOTER Office of Financial Aid (https://lsus.edu/costs-and-aid/)
Title

Office of Financial Aid

Meta

meta description

H1 Office of Financial Aid
H2 Get help with tuition and education costs. Our financial aid team is here to help you with scholarships, federal and state grants, work study, student loans and more.
H2 Financial Aid Calendar
H3 Disbursement Dates for Credit-Balance Refunds
H3 Important Dates
H4 Last Day to Drop Classes Table
H4 April 2026
H4 May 2026
H4 June 2026
H4 July 2026
H4 August 2026
H4 September 2026
H4 October 2026
H4 November 2026
H4 December 2026
NAV_REPEATED_FOOTER LSU Shreveport Police (https://lsus.edu/current-students/lsus-police/)
Title

LSU Shreveport Police

Meta

meta description

H1 LSU Shreveport Police
H2 Clery Act
H2 LSUS Crime Stats
H2 Archived Reports
H3 Clery Act Menu
H3 Board of Regents – Crime Statistics
H3 Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys
H3 Board of Regents – Crime Statistics
H3 Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys
H6 LSUS Police
NAV_REPEATED_FOOTER LSUS Calendar (https://lsus.edu/why-lsus/calendar/)
Title

LSUS Calendar

Meta

Events in and around the LSUS campus

H1 LSUS Calendar
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://lsus.edu) LSU Shreveport
[H1] Why LSUS?

A prestigious degree at an affordable price in a place that feels like home.

At LSUS, you'll work hard in the classroom, but you'll be recognized for it. Your experiences will be applicable to your future career - from research to internships to networking opportunities. You'll spend your free time playing pingpong at the University Center, exploring the Student Success Center or planning events such as Welcome Week.

The LSUS experience is unlike anywhere else.

88%

of the LSUS Faculty have a terminal degree

#1

Fastest Growing Higher Ed Institution in LA

94%

of First-time Students Receive Financial Aid

5-Star

NAIA Champions of Character Athletics Program

;

Athletics

;

Anchored In

;

Student Life

;

Pilot Dining Dollars

Life at LSUS
With more than 50 clubs and organizations on campus, it's easy to get in where you fit in at LSUS. From Academic Honor Societies to Greek Life. From Student Government and the Debate Team to Intramural Sports. You'll easily find your place here at LSUS.

;

Athletics

;

Anchored In

;

Student Life

;

Pilot Dining Dollars

News

LSUS baseball documentary to be released Saturday via social media

News

LSUS summer camps bring university-level learning to local youth

News

Locals lead LSUS Fishing to strong finish at ACA championships

News

Local counselor offering insight into Shreveport's domestic violence spike with free Saturday conference

Check out our Virtual Tour!

×
2277 chars
SUB-PAGE (https://lsus.edu/costs-and-aid/) Office of Financial Aid
[H1] Office of Financial Aid

Each year, LSUS students receive millions of dollars in scholarships, grants and other types of financial aid. Have questions about what opportunities you qualify for and how to apply? LSUS’s Financial Aid Office is here to guide you through each step of the process.
The Financial Aid Office administers LSUS scholarships, federal aid (including grants, loans and work study), State of Louisiana's Taylor Opportunity Program for Students (TOPS) scholarships and the State of Louisiana Go Grant Program. Learn more about the types of financial aid opportunities available.
Should you have additional questions, please call our Financial Aid Office at 318-797-5363 or email us at finaid@lsus.edu.

[H2] Financial Aid Calendar

Complete the 2025-2026 FAFSA when attending Fall 2025, Spring 2026, or Summer 2026
Complete the 2026-2027 FAFSA when attending Fall 2026, Spring 2027, or Summer 2027
[H3] Disbursement Dates for Credit-Balance Refunds

Don’t forget to accept your financial aid before the start of EACH SEMESTER. You can do this approximately 2 weeks before the fee payment deadline each semester.
To accept your financial aid:

Login to myLSUS
Navigate to Financial Aid > Financial Aid Acceptance
Change “Accepted” from “No” to “Yes”
Select Save Changes

[H4] Last Day to Drop Classes Table

Semester/Session

Last Day to Drop/Census Date

Expected Refund Window

Summer AP1/1C
May 19, 2026
5 - 7 Business Days After May 19th

Nursing (Day Class)
May 26, 2026
5 - 7 Business Days After May 26th

Summer session 1A
June 1, 2026
5 - 7 Business Days After June 1st

Summer session 1
June 4, 2026
5 - 7 Business Days After June 4th

Summer session 1B
June 30, 2026
5 - 7 Business Days After June 30th

Summer AP2/1D
July 14, 2026
5 - 7 Business Days After July 14th

Fall AP1/1C
September 8, 2026
5 - 7 Business Days After September 8th

Fall Traditional
September 11, 2026
5 - 7 Business Days After September 11th

Nursing (Day Class)
September 17, 2026
5 - 7 Business Days After September 17th

Fall AP2/1D
November 3, 2026
5 - 7 Business Days After November 3rd

Credit-balance refunds are issued weekly after the semester/session census date.
[H3] Important Dates

[H4] April 2026

April 1- SAP appeal deadline due no later than 4:30 pm CST
April 20 - Bookstore charges open for summer AP1/1C
April 24 - SAP appeal results emailed

[H4] May 2026

May 1 - SAP appeal deadline due no later than 4:30 pm CST
May 6 - Tuition and fee payment deadline for summer AP1/1C
May 15 - SAP appeal results emailed
May 15 - Bookstore charges end for summer AP1/1C
May 20 - Tuition and fee payment deadline for summer session 1 & 1A traditional
May 21 - Bookstore charges open for summer session 1 & 1A traditional
May 28 - Bookstore charges end for summer session 1 & 1A traditional

[H4] June 2026

June 1 - SAP appeal deadline due no later than 4:30 pm CST
June 8 - Bookstore charges open for summer AP2/1D and session 1B traditional
June 18 - SAP appeal results emailed
June 23 - Tuition and fee payment deadline for summer session 1B
June 26 - Bookstore charges end for summer session 1B traditional
June 26 - Bookstore charges close temporarily for summer AP2/1D

[H4] July 2026

July 1 - Tuition and fee payment deadline for summer AP2/1D
July 2 - SAP appeal deadline due no later than 4:30 pm CST
July 2 - Bookstore charges re-open for summer AP2/1D
July 10 - Bookstore charges end for summer AP2/1D
July 24 - SAP appeal results emailed
July 27 - Bookstore charges open for fall AP1/1C and traditional

[H4] August 2026

August 3 - SAP appeal deadline due no later than 4:30 pm CST
August 14 - SAP appeal results emailed
August 19 - Tuition and fee payment deadline for fall traditional
August 26 - Tuition and fee payment deadline for fall AP1/1C

[H4] September 2026

September 1 - SAP appeal deadline due no later than 4:30 pm CST
September 4 - Bookstore charges end for fall AP1/1C and traditional
September 18 - SAP appeal results emailed

[H4] October 2026

October 1 - SAP appeal deadline due no later than 4:30 pm CST
October 5 - Bookstore charges open for fall AP2/1D
October 16 - SAP appeal results emailed
October 21 - Tuition and fee payment deadline for fall AP2/1D
October 30 - Bookstore charges end for fall AP2/1D

[H4] November 2026

November 2 - SAP appeal deadline due no later than 4:30 pm CST
November 20 - SAP appeal results emailed

[H4] December 2026

December 1 - SAP appeal deadline due no later than 4:30 pm CST
December 17 - SAP appeal results emailed

Office of Financial Aid
4777 chars
SUB-PAGE (https://lsus.edu/current-students/lsus-police/) LSU Shreveport Police
The Louisiana State University Shreveport Police Department (LSUS PD) provides law enforcement services to the campus community 24 hours a day, 7 days a week and serves as the primary emergency response agency for the LSUS campus.
LSUS PD is staffed by armed and commissioned law enforcement officers dedicated to protecting and serving students, faculty, staff, and visitors. The department develops and implements the Emergency Procedures Guide, issues campus parking permits, and maintains and enforces university parking regulations. In addition, LSUS PD is responsible for preparing and publishing the Annual Security and Fire Safety Report in compliance with the Clery Act.
If you need assistance, please call (318) 797-5082 during normal business hours or (318) 455-5497 after hours. (We strongly encourage students, faculty, and staff to save this number in their mobile phones for emergencies.)
For questions or additional information, please contact LSUS Police Chief Allen Johnson at 318-797-5082 or via email at police@lsus.edu.
You can also follow the LSUS Police Department on Facebook for updates and information.
[H2] Clery Act

The LSU Shreveport Police Department houses the university’s Clery Act Compliance Department and is primarily responsible for completing required compliance measures. This includes coordinating with the campus community and upper administration to request, collect, and report information necessary to maintain federal compliance with the Clery Act.
Please review the Annual Security and Fire Safety Report below and use the Clery Act Menu items for pages on specific Clery-related topics. Clery questions? Contact cleryact@lsus.edu.

Download the 2025 Annual Security and Fire Safety Report here.

[H6] LSUS Police

Chief Allen Johnson

Administration BuildingRoom 124
(318) 797-5082(318) 455-5497 (after hours cell)
police@lsus.edu

[H3] Clery Act Menu

The Clery Act
Annual Security and Fire Safety Report
CSA Reporting Form
Student Travel Form
Clery Map
Clery Crime Definitions
Transparency Reporting

In case of emergency, dial 911 or LSUS Campus Police at 318-455-5497

Apply Now

Request Info

Visit Us

Got a parking ticket on-campus? If you would like to appeal the citation, please fill out our Parking Appeal Form.

This manual provides essential information to guide you through various emergencies on campus. If you have any other questions about what to do during an emergency, please contact LSUS Police at (318) 797-5082.

The Rave Guardian App helps keep you safe on campus by giving you direct connections to campus safety personnel, family, friends and others you trust. Search for "Rave Guardian" in the app store to download it today!

Familiarize yourself with the traffic and parking regulations on campus.

[H2] LSUS Crime Stats

The Annual Security and Fire Safety Report, prepared by the LSUS Police Department, contains important information about campus safety and security. The report includes details on crimes reported on campus, instructions on how to report a crime or sexual misconduct, and an overview of LSUS policies, procedures, and potential sanctions for individuals who commit criminal offenses at the university.
All crimes should be reported to law enforcement officials as soon as possible, as prompt reporting is the most effective way to protect the safety and well-being of the campus community. If reporting directly to law enforcement is not possible, students are encouraged to report the incident to one of the following individuals or offices: the Dean of Students in the Division of Student Affairs, Student Development and Counseling, or a trusted faculty or staff member.
Crime statistics are provided in compliance with the Student Right-to-Know and Campus Security Act of 1998. For information regarding crimes committed off the LSU Shreveport campus, please contact the Shreveport Police Department.
[H3] Board of Regents - Crime Statistics

View our reports on LSUS's crime statistics below.

Crime Stats October 2025 - March 2026
Crime Stats April 2025 - September 2025

[H3] Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys

Download our annual Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys below.

2025 Sexual Assault Collection Kit & Sexually-Oriented Criminal Offenses

[H2] Archived Reports

Below are the LSUS Crime Statistics Reports and Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys published prior to April 24, 2026.
[H3] Board of Regents - Crime Statistics

View our reports on LSUS's crime statistics below.

Crime Stats October 2025 - March 2026
Crime Stats April 2025 - September 2025
Crime Stats October 2024 - March 2025
Crime Stats April 2024 - September 2024
Crime Stats October 2023 - March 2024
Crime Stats April 2023 - September 2023
Crime Stats October 2022 - March 2023
Crime Stats April 2022 - September 2022
Crime Stats October 2021 - March 2022

[H3] Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys

Download our annual Sexual Assault Collection Kits & Sexually-Oriented Criminal Offenses Data Collection Surveys below.

2025 Sexual Assault Collection Kit & Sexually-Oriented Criminal Offenses
2024 Sexual Assault Collection Kit & Sexually-Oriented Criminal Offenses
2023 Sexual Assault Collection Kit & Sexually-Oriented Criminal Offenses
5868 chars
SUB-PAGE · THIN (https://lsus.edu/why-lsus/calendar/) LSUS Calendar
Below you'll find our full campus calendar featuring the Academic Calendar with important dates, as well as events by Career Services, Counseling, SAB, Continuing Ed and MORE! Select your category, export to iCal or print for your convenience.

See something missing? Send us your event details at media@lsus.edu.
347 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
2Review mentions (all pages)
5External proof links (all pages)
PageReviewsProof links
/ (home) 1 1
/costs-and-aid/ 0 1
/current-students/lsus-police/ 1 2
/why-lsus/calendar/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/costs-and-aid/
{
    "@context": "https://schema.org",
    "@type": "FAQPage",
    "mainEntity": [
        {
            "@type": "Question",
            "name": "How do I contact LSUS Financial Aid?",
            "acceptedAnswer": {
                "@type": "Answer",
                "text": "You can contact LSUS'S Office of Financial Aid by calling 318-797-5363 or emailing finaid@lsus.edu."
            }
        },
        {
            "@type": "Question",
            "name": "What is the phone number for LSUS'S Office of Financial Aid?",
            "acceptedAnswer": {
                "@type": "Answer",
                "text": "LSUS'S Office of Financial Aid phone number is 318-797-5363."
            }
        },
        {
            "@type": "Question",
            "name": "What is the Title IV School Code for LSUS?",
            "acceptedAnswer": {
                "@type": "Answer",
                "text": "The Title IV School Code for LSUS is 002013."
            }
        },
        {
            "@type": "Question",
            "name": "What is the FAFSA School Code for LSUS?",
            "acceptedAnswer": {
                "@type": "Answer",
                "text": "The Title IV School Code for LSUS is 002013. This can be used on FAFSA applications to direct financial aid information to LSUS specifically."
            }
        },
        {
            "@type": "Question",
            "name": "What is the LSUS financial aid phone number?",
            "acceptedAnswer": {
                "@type": "Answer",
                "text": "The LSUS financial aid office phone number is 318-797-5363."
            }
        },
        {
            "@type": "Question",
            "name": "How do I accept my financial aid at LSUS?",
            "acceptedAnswer": {
                "@type": "Answer",
                "text": "Login to myLSUS, then go to \"Financial Aid\" > \"Financial Aid Acceptance\" > \"Accepted\" and change No to Yes for the semester, then click Save Changes.  Don’t forget to accept your financial aid before the start of EACH SEMESTER. You can do this approximately 2 weeks before the fee payment deadline each semester."
            }
        }
    ]
}
/current-students/lsus-police/ — no schema detected (entity gap)
/why-lsus/calendar/ — 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
38.9 Avg BS

Based on 643 businesses audited.

BS Detector

Education, Schools & Universities BS: LSU Shreveport (lsus.edu)

https://lsus.edu 📍 Industry: Education, Schools & Universities
27 BS / 100

LSU Shreveport provides a refreshing lack of bullshit by substituting typical academic fluff with dense administrative transparency. The site functions more as a high-utility portal than a marketing brochure, which effectively proves its value through competence rather than adjectives. It is a rare example of a site where the lack of ‘innovative pedagogy’ jargon actually increases its credibility.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
5
25% BS
Commodity Fingerprint Detection of industry clichés/templates.
8
53% BS
Identity & Authority Expert verifiability & Schema depth.
7
47% BS

Integrate University and Organization schema on the homepage to bridge the technical authority gap. Add a direct link to a third-party source or ranking to validate the ‘#1 Fastest Growing’ claim. Explicitly list the accrediting body on the homepage near the ‘prestigious degree’ claim to fulfill specific proof expectations. Replace the ‘Why LSUS?’ H1 with a more descriptive heading that leverages their unique terminal degree or financial aid statistics.

The site perfectly matches the Education and University category. The content is heavily focused on academic credentials, financial aid logistics, campus security compliance (Clery Act), and student life statistics.

“The score of 27 is driven primarily by the high 'Information Density' and 'Semantic Coherence.' Penalties were only applied for the use of common education slogans in the 'Commodity Fingerprint' and for the 'Identity and Authority' gap regarding missing schema on key pages. The overall transparency regarding crime stats and financial aid dates significantly suppressed the BS score.”

Verified Analysis Date: May 31, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result