Information Density: Black Dog Institute – Signal Evidence & AI Readability

Black Dog Institute

(https://www.blackdoginstitute.org.au) 📸 Data Snapshot: May 16, 2026
Information Density — The Lens

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.

Info Density Power-words vs. Substance ratio.
0 Impact Weight: 30 / 100
0% Reputation

The site’s information density is non-existent, with a char_count of 0 across the primary signal page. All headings are empty, meaning the ratio of power words to specific nouns is mathematically infinite in favor of fluff. There are zero instances of specific evidence such as named frameworks, technical protocols, or measurable research outcomes within the body text.

Information Density is read straight from the body copy: how much of the text carries grounded, checkable substance versus hollow filler. Below is the clean text the engine analyzed, then the industry’s known generic-claim patterns to weigh it against.

📝 The Narrative — clean text per page (the substance-vs-filler signal)
HOMEPAGE · THIN (https://www.blackdoginstitute.org.au) Black Dog Institute | Better Mental Health | Science. Compassion. Action.

                        
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🧭 Industry Context — common generic-claim patterns in Wellness, Therapy & Mental Health to weigh the text against
Generic Claims: transform your life, find your inner peace, healing starts here, you deserve to feel better, breakthrough results, a safe space for healing…
Red Flags: no professional registration number, guaranteed mental health outcomes, coaching certificates presented as therapy qualifications, testimonials making clinical outcome claims, claims to treat serious conditions without clinical training, no confidentiality or data protection information…
Semantic Drift Patterns: homepage claims evidence-based but offers unregulated modalities, claims clinical expertise but qualifications are coaching certificates, homepage targets clinical conditions but practitioner is not clinically trained, claims therapy but services page includes unregulated wellness offerings…
Proof Expectations: professional registration number (BACP, UKCP, HCPC, BPS), specific qualifications and training listed, clinical supervision arrangements disclosed, clear fee structure per session, confidentiality policy and its limitations, specific therapeutic modalities with training evidence…