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

Industry Context — Common BS Fingerprints in Charities, Nonprofits & NGOs
Generic Claims: making a difference, changing lives, creating lasting impact, every donation counts…
Red Flags: no charity registration number, no published financial statements, emotional appeals without program specifics, vague impact claims without numbers…
Semantic Drift Patterns: homepage shows field work but programs page is vague, claims direct impact but finances show high admin ratios, mission targets one population but programs serve another, impact numbers on homepage not supported by program details…
Proof Expectations: published annual financial reports, charity registration number and regulatory body, specific program outcomes with measurable data, administrative-to-program spending ratios…

Change.org

(https://www.change.org) 📸 Data Snapshot: May 21, 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 Change starts here · Change.org (https://www.change.org)
Title

Change starts here · Change.org

Meta

Join over 500,000,000 people creating real change in their communities.

H1 Changestarts here.
H2 Using the world’s #1 petition platform is easy
H2 Get involved
H2 Learn
H2 About us
H2 Help & legal
H2 Follow us
H3 Read our tips and guides on how to start a petition
HEADER_HEADING_REPEATED_BODY_FOOTER Start a Petition · Change.org (https://change.org/start-a-petition/intro/)
Title

Start a Petition · Change.org

Meta

Start a petition on Change.org today. Our petition templates make it simple to create an online petition for free and share your message to get signatures.

HEADING_REPEATED_BODY 17 years for a crime he didn't commit—Andy's fight for justice sparks national reform · Change.org (https://change.org/impact-stories/36941959/)
Title

17 years for a crime he didn't commit—Andy's fight for justice sparks national reform · Change.org

H1 17 years for a crime he didn't commit—Andy's fight for justice sparks national reform
H2 Every successful petition starts with someone like you
H2 You might also be interested in:
H2 Get involved
H2 Learn
H2 About us
H2 Help & legal
H2 Follow us
HEADING_REPEATED_BODY One woman's fight to change the law for working mums · Change.org (https://change.org/impact-stories/10368209/)
Title

One woman's fight to change the law for working mums · Change.org

H1 One woman's fight to change the law for working mums
H2 Every successful petition starts with someone like you
H2 You might also be interested in:
H2 Get involved
H2 Learn
H2 About us
H2 Help & legal
H2 Follow us
HEADING_REPEATED_BODY A father's fight sparks life-saving housing reform · Change.org (https://change.org/impact-stories/35003425/)
Title

A father's fight sparks life-saving housing reform · Change.org

H1 A father's fight sparks life-saving housing reform
H2 Every successful petition starts with someone like you
H2 You might also be interested in:
H2 Get involved
H2 Learn
H2 About us
H2 Help & legal
H2 Follow us
HEADING_REPEATED_BODY Keith's devotion to his wife cost him his job—until 60,000 stood up for him · Change.org (https://change.org/impact-stories/490233394/)
Title

Keith's devotion to his wife cost him his job—until 60,000 stood up for him · Change.org

H1 Keith's devotion to his wife cost him his job—until 60,000 stood up for him
H2 Every successful petition starts with someone like you
H2 You might also be interested in:
H2 Get involved
H2 Learn
H2 About us
H2 Help & legal
H2 Follow us
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://www.change.org) Change starts here · Change.org
[IMG: Globe]
[H1] Changestarts here.
Join 582,207,209 people creating real change in their communities.Start a petitionGet started with AI
[IMG: Impact story 1 of 5]
Victory!57,640 signaturesOne woman's fight to change the law for working mums
[IMG: Impact story 2 of 5]
Victory!177,702 signaturesA father's fight sparks life-saving housing reform
[IMG: Impact story 3 of 5]
Victory!162,245 signatures17 years for a crime he didn't commit—Andy's fight for justice sparks national…
[IMG: Impact story 4 of 5]
Victory!60,603 signaturesKeith's devotion to his wife cost him his job—until 60,000 stood up for him
[IMG: Impact story 5 of 5]
Victory!88,593 signaturesA pensioner's first petition helps secure free travel for over 65s in the capital
[IMG: Impact story 3 of 5]
Victory!162,245 signatures
[IMG: Impact story 4 of 5]
Victory!60,603 signatures
[IMG: Impact story 5 of 5]
Victory!88,593 signatures
[IMG: Impact story 1 of 5]
Victory!57,640 signatures
[IMG: Impact story 2 of 5]
Victory!177,702 signatures
[IMG: Impact story 3 of 5]
Victory!162,245 signatures
[IMG: Impact story 4 of 5]
Victory!60,603 signatures
[IMG: Impact story 5 of 5]
Victory!88,593 signatures
[IMG: Impact story 1 of 5]
Victory!57,640 signatures
[IMG: Impact story 2 of 5]
Victory!177,702 signatures
[IMG: Impact story 3 of 5]
Victory!162,245 signatures
[H2] Using the world’s #1 petition platform is easy
1Start a petition in two minutes2,000+ created daily2Gain support with our large audience500,000+ signatures daily3Reach government officials in our network1,000+ notified daily
[H3] Read our tips and guides on how to start a petition
Create your petitionCollect signaturesReach out to mediaEngage your Decision MakerLoading local petitionsLoading trending petitionsLoading contribute section
1775 chars
SUB-PAGE · THIN (https://change.org/start-a-petition/intro/) Start a Petition · Change.org

                            
0 chars
SUB-PAGE (https://change.org/impact-stories/36941959/) 17 years for a crime he didn't commit—Andy's fight for justice sparks national reform · Change.org
162,245 signatures
[H1] 17 years for a crime he didn't commit—Andy's fight for justice sparks national reform
Andy Malkinson spent 17 years in prison for a crime he didn't commit. Despite no forensic evidence linking him to the crime and a clear mismatch with the suspect's description, the Criminal Cases Review Commission (CCRC) twice rejected his appeals.
[IMG: petition image next to starter quote]
“I want to thank the more than 162,000 of you who signed my petition calling for an apology from the case review body which needlessly perpetuated by wrongful conviction and forced me to spent extra years in prison for a crime I did not commit.”Andrew Malkinson, petition starterIt wasn't until the legal charity APPEAL conducted new DNA testing and unearthed crucial evidence that Andy's conviction was finally overturned in July 2023.Determined to hold the CCRC accountable, Andy launched a petition on Change.org demanding an apology and a comprehensive review of their failings. The public responded overwhelmingly, with over 162,000 people signing in support. This pressure led to the Justice Secretary announcing a full independent inquiry into Andy's wrongful conviction, scrutinising the actions of the police, prosecution, and the CCRC.In April 2024, the CCRC Chair issued an unreserved apology to Andy, acknowledging the organisation's failures. While this apology came too late to return the years Andy lost, it marked a significant step towards reforming the system to prevent such miscarriages of justice in the future.Check out the petition to see how it became so successful.
[IMG: petition image next to start a petition asks]
[H2] Every successful petition starts with someone like you
Share your storyGet started with AI (2 minutes)
[H2] You might also be interested in:
Create your petitionCollect signaturesReach out to mediaEngage your Decision Maker
1874 chars
SUB-PAGE (https://change.org/impact-stories/10368209/) One woman's fight to change the law for working mums · Change.org
57,640 signatures
[H1] One woman's fight to change the law for working mums
When Joeli Brearley was four months pregnant, she was fired by her employer. Facing unemployment and a high-risk pregnancy, she was forced to choose between her health and seeking justice. The law only gave her three months to file a discrimination claim—barely enough time to recover, let alone fight back.
[IMG: petition image next to starter quote]
“A massive thank you to everyone who supported this campaign. Soon we will have double the time to raise a tribunal from the point discrimination occurs. Absolutely elated!”Joeli Brearley, petition starterCheck out the petition to see how it became so successful.
[IMG: petition image next to start a petition asks]
[H2] Every successful petition starts with someone like you
Share your storyGet started with AI (2 minutes)
[H2] You might also be interested in:
Create your petitionCollect signaturesReach out to mediaEngage your Decision Maker
972 chars
SUB-PAGE (https://change.org/impact-stories/35003425/) A father's fight sparks life-saving housing reform · Change.org
177,702 signatures
[H1] A father's fight sparks life-saving housing reform
Awaab Ishak was just two years old when he died from prolonged exposure to mould in his family's social housing flat in Rochdale. His father, Faisal Abdullah, repeatedly begged the housing association to take action—but his pleas were ignored.
[IMG: petition image next to starter quote]
“Your support, your anger and your pain was so fierce, lawmakers simply couldn't ignore it.
”Manchester Evening News Reach plc, petition starterIn the wake of this heartbreaking tragedy, Faisal launched a petition on Change.org with Shelter and the Manchester Evening News, demanding a new law to hold social landlords accountable. Backed by over 180,000 signatures, the campaign put intense pressure on government ministers.Now, thanks to Faisal's persistence and public support, Awaab's Law has become reality—ensuring that no more children die due to mouldy, unsafe housing. It's a landmark victory driven by grief, courage, and the belief that everyone deserves a safe home.Check out the petition to see how it became so successful.
[IMG: petition image next to start a petition asks]
[H2] Every successful petition starts with someone like you
Share your storyGet started with AI (2 minutes)
[H2] You might also be interested in:
Create your petitionCollect signaturesReach out to mediaEngage your Decision Maker
1380 chars
SUB-PAGE (https://change.org/impact-stories/490233394/) Keith's devotion to his wife cost him his job—until 60,000 stood up for him · Change.org
60,603 signatures
[H1] Keith's devotion to his wife cost him his job—until 60,000 stood up for him
Keith was more than just a delivery driver—he was a friendly face and a dependable presence in his community. Known for his warm demeanor and unwavering reliability, Keith ensured every package was delivered on time, rain or shine. He built genuine relationships with his customers, knowing many by name and always going the extra mile.
[IMG: petition image next to starter quote]
“With the support of you all taking the time to sign this petition, Evri have offered Keith a job nearer to home. Thank you all for your support!
”Jo Ward, petition starterBut when Keith took time off to rush his wife to the hospital, his employer, Evri, terminated his employment. His compassionate act was met with an unjust dismissal, sparking outrage among those who knew and valued him.Jo Ward, a member of Keith's community, started a petition demanding his reinstatement. The response was overwhelming—over 60,000 people signed in support. The collective voice of the community couldn't be ignored.Thanks to this groundswell of support, Keith was reinstated to his position.Check out the petition to see how it became so successful.
[IMG: petition image next to start a petition asks]
[H2] Every successful petition starts with someone like you
Share your storyGet started with AI (2 minutes)
[H2] You might also be interested in:
Create your petitionCollect signaturesReach out to mediaEngage your Decision Maker
1500 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
10Review mentions (all pages)
5External proof links (all pages)
PageReviewsProof links
/ (home) 4 1
/start-a-petition/intro/ 0 0
/impact-stories/36941959/ 6 1
/impact-stories/10368209/ 0 1
/impact-stories/35003425/ 0 1
/impact-stories/490233394/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@id": "https://www.change.org#identity",
            "@type": "Organization",
            "description": "Change.org is the world's platform for change. On Change.org, people everywhere are starting campaigns and petitions, mobilizing supporters, and working with decision makers to drive solutions.",
            "email": "support@change.org",
            "name": "Change.org",
            "url": "https://www.change.org/",
            "contactPoint": {
                "@type": "ContactPoint",
                "url": "https://help.change.org/contact-us"
            },
            "image": {
                "@id": "https://www.change.org#/schema/image/1"
            },
            "sameAs": [
                "https://www.facebook.com/change.org",
                "https://x.com/Change",
                "https://www.instagram.com/changedotorg/",
                "https://www.linkedin.com/company/change-org/"
            ]
        },
        {
            "@id": "https://www.change.org#/schema/image/1",
            "@type": "ImageObject",
            "contentUrl": "https://static.change.org/favicons/favicon-400x400.png",
            "url": "https://static.change.org/favicons/favicon-400x400.png"
        },
        {
            "@id": "https://www.change.org#logo",
            "@type": "ImageObject",
            "caption": "Change.org",
            "contentUrl": "https://static.change.org/favicons/favicon-114x114.png",
            "url": "https://static.change.org/favicons/favicon-114x114.png"
        },
        {
            "@id": "https://www.change.org#organization",
            "@type": "Organization",
            "logo": "https://static.change.org/favicons/favicon-114x114.png",
            "name": "Change.org",
            "url": "https://www.change.org/",
            "sameAs": [
                "https://www.facebook.com/change.org",
                "https://x.com/Change",
                "https://www.instagram.com/changedotorg/",
                "https://www.linkedin.com/company/change-org/"
            ]
        }
    ]
}
/start-a-petition/intro/ — no schema detected (entity gap)
/impact-stories/36941959/ — no schema detected (entity gap)
/impact-stories/10368209/ — no schema detected (entity gap)
/impact-stories/35003425/ — no schema detected (entity gap)
/impact-stories/490233394/ — 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
Charities, Nonprofits & NGOs
32.1 Avg BS

Based on 261 businesses audited.

BS Detector

Charities, Nonprofits & NGOs BS: Change.org (www.change.org)

https://www.change.org 📍 Industry: Charities, Nonprofits & NGOs
15 BS / 100

This is a benchmark for high-substance advocacy branding. It successfully bypasses the ‘BS’ trap by treating ‘impact’ as a measurable dataset rather than a vague sentiment.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
0
0% BS

Add an external citation or link to the ‘World’s #1’ claim to provide third-party validation. Diversify the boilerplate H2 headings on impact stories to avoid a template-heavy feel. Include a direct link to a transparency report or B-Corp certification in the footer to satisfy NGO-specific financial proof expectations. Replace the repetitive ‘Start a petition’ H2s with more descriptive, action-oriented variations.

The site perfectly aligns with the Charities, Nonprofits & NGOs category as a public benefit platform. The content focuses entirely on grassroots empowerment, impact-driven campaigns, and social innovation outcomes.

“The low score of 15 is driven by the extreme specificity of the content and the strong alignment between the hero signal and case study evidence. Minor points were only accrued for industry clichés and the lack of external verification for the #1 market position claim.”

Verified Analysis Date: May 21, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation