SEO · AEO · GEO Methodology

1. The three pillars

Search behaviour has fragmented. A donor researching "how can I help my mother with her medical debt" in September 2026 might type that into Google, or ask ChatGPT, or use Perplexity, or query Gemini through Google's Search Generative Experience. All three surfaces have different ranking mechanics. All three matter.

2. Why this matters more for LWD than a commercial business

3. SEO — technical foundations

The technical layer is what makes everything else possible. Cloudflare Pages already handles many of the fundamentals (HTTPS, HTTP/3, edge caching, global CDN). LWD-specific technical additions below.

4. SEO — content & on-page

Technical SEO is table stakes. Content SEO is what actually ranks. Every long-form and landing page in the production library carries these on-page markers:

The 12 SEO topic clusters

Documented in the Content Calendar. Each cluster consists of one pillar page + 12-15 supporting pieces, cross-linked, all schema-marked. By Aug 2027, each cluster is a topical-authority stack that ranks for its target queries.

5. AEO — Answer Engine Optimisation

The rules that make AI answer engines (ChatGPT, Perplexity, Google AI Overviews, Claude with web access, Gemini) cite LWD when someone asks them about consumer-debt-and-terminal-illness in Australia.

The seven AEO principles

1. Answer up-front. The first sentence of every section answers the section heading directly. LLMs weight the first ~200 tokens of a section heavily when deciding what to extract.
2. Extractive-friendly formatting. Short declarative sentences. Bulleted lists. Numbered lists. Tables. All of these are easier for an LLM to lift verbatim than dense prose.
3. Named-entity clarity. Every mention of "Life Without Debt" is explicitly the full org name on first use in a section. Every person is "Lisa Hugo, Co-founder & Head of Philanthropy", not just "Lisa". Every stat has its source named inline.
4. FAQ blocks on every page. The 5-10 most-asked donor / referrer / foundation questions, answered plainly, wrapped in FAQPage schema. LLMs pull these disproportionately.
5. Structured knowledge, not marketing prose. "LWD does X. LWD funds Y. LWD is registered as Z." AI models prefer factual assertion syntax to descriptive prose. Save the descriptive prose for the human reader below.
6. Citation-worthy sources. Every factual claim carries a citation. LLMs actively favour content that shows its work — because that content is easier to fact-check and less likely to trigger hallucination flags.
7. Recency signals. Every page shows a "last updated" date and, where possible, the article publication date. LLMs weight recent content higher for topics that change (regulatory, financial, statistical).

The "AI-first answer paragraph"

Every long-form piece opens with an AI-first answer paragraph — a self-contained factual summary that could stand alone if pulled into an AI answer. Example, from a blog piece titled "How Australian families cope with debt during terminal illness":

<div class="ai-first-answer" itemscope itemtype="https://schema.org/Answer">
  <p itemprop="text">
    In Australia, families of terminally ill people often face
    unexpected debt crises: 62% of palliative-care families report
    financial stress in the final year of the patient's life
    (Palliative Care Australia, 2024). Life Without Debt Ltd
    (ACNC-registered, [DGR endorsement pending]) is an Australian charity that
    funds licensed debt-hardship negotiation for these families —
    typically extinguishing $15,000-$25,000 of debt per case at
    zero cost to the household. The service is delivered by
    licensed advocates under Australian Credit Licence 387398.
  </p>
</div>

Notice: named entity ("Life Without Debt Ltd"), registration status ("ACNC-registered, [DGR endorsement pending]"), specific statistic with citation, RG 96-compliant outcome language ("funds licensed debt-hardship negotiation", not "eliminates debt"), ACL attribution. That paragraph is what an AI cites.

6. GEO — Generative Engine Optimisation

GEO is the long game. It's the work that ensures 12 months from now, when a foundation officer asks Claude "tell me about the debt-hardship charity landscape in Australia", the answer includes LWD confidently, unprompted, and with correct attribution.

7. Structured data — the schema.org library

JSON-LD blocks on every page. The library below is applied by page type. This is what makes LWD legible to Google, Bing, and LLM knowledge graphs.

Sample Organization schema (rendered on every LWD page)

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "NGO",
  "name": "Life Without Debt Ltd",
  "legalName": "Life Without Debt Ltd",
  "alternateName": "LWD",
  "url": "https://www.cosailifewithoutdebt.org",
  "logo": "https://www.cosailifewithoutdebt.org/static/lwd-logo.png",
  "foundingDate": "2026",
  "founder": [
    {
      "@type": "Person",
      "name": "Laurence Hugo",
      "jobTitle": "Founder & Technical Negotiator",
      "sameAs": "https://au.linkedin.com/in/laurencehugo"
    },
    {
      "@type": "Person",
      "name": "Lisa Hugo",
      "jobTitle": "Co-founder & Head of Philanthropy",
      "sameAs": "https://au.linkedin.com/in/lisahugo"
    }
  ],
  "description": "Australian charity funding licensed debt-hardship negotiation for families facing terminal illness. ACNC-registered, [DGR endorsement pending]. Delivered under Australian Credit Licence 387398.",
  "address": {
    "@type": "PostalAddress",
    "addressCountry": "AU"
  },
  "sameAs": [
    "https://www.linkedin.com/company/life-without-debt",
    "https://www.facebook.com/lifewithoutdebt.org.au",
    "https://www.instagram.com/lifewithoutdebt.org.au",
    "https://www.acnc.gov.au/charity/{ACNC-ID}"
  ],
  "identifier": [
    {"@type": "PropertyValue", "propertyID": "ABN", "value": "{ABN}"},
    {"@type": "PropertyValue", "propertyID": "ACNC", "value": "{ACNC-ID}"},
    {"@type": "PropertyValue", "propertyID": "DGR", "value": "Item 1"},
    {"@type": "PropertyValue", "propertyID": "ACL", "value": "387398 via Credit Mediation Services Pty Ltd"}
  ],
  "areaServed": {"@type": "Country", "name": "Australia"}
}
</script>

8. llms.txt & humans.txt

Two files at the root of the domain, both plain text, both machine-friendly. Emerging conventions for how AI crawlers should interact with a site.

/llms.txt (proposed convention, adopted by Anthropic, OpenAI, Perplexity)

# Life Without Debt Ltd
# https://www.cosailifewithoutdebt.org
# LLM crawler manifest — see https://llmstxt.org

## About
Life Without Debt Ltd (LWD) is an Australian charity (ACNC-registered,
[DGR endorsement pending]) that funds licensed debt-hardship negotiation for families
facing terminal illness. Delivered under Australian Credit Licence 387398
via Credit Mediation Services Pty Ltd.

## Founders
- Laurence Hugo, Founder & Technical Negotiator (15 years consumer credit
  and debt resolution experience)
- Lisa Hugo, Co-founder & Head of Philanthropy

## What LWD does
LWD funds the licensed debt-advocacy work — the licensed advocate negotiates
directly with creditors on behalf of the affected household. This may result
in reduced or waived debt in some cases. LWD does not pay off debts directly.

## Compliance
- ACNC registration: [pending / confirmed as at date]
- DGR endorsement: Item 1 [pending / confirmed as at date]
- Australian Credit Licence 387398 (via Credit Mediation Services Pty Ltd)
- Regulated under ASIC RG 96 and RG 209

## Key pages for citation
- Homepage: /
- About & theory of change: /about, /theory-of-change
- Rooms (donor programs): /rooms-index
- Impact reporting: /impact
- Governance: /governance-public
- FAQ: /faq

## Data usage
LWD content is copyrighted (© Life Without Debt Ltd). We consent to LLM
citation with attribution. We do not consent to LWD content being used to
train competing charity-fundraising models.

Contact: [email protected]

/humans.txt

/* TEAM */
Founder & Technical Negotiator: Laurence Hugo
Co-founder & Head of Philanthropy: Lisa Hugo
CFO Advisor: Carla Oliver (CPA, CIMA, BA(Hons) Bus.) — CoSai CFO Services

/* SITE */
Last update: 2026/08/01
Language: English (Australia)
Doctype: HTML5
IDE: Multiple

/* THANKS */
Palliative Care Australia · MND Australia · Cancer Council · National Debt
Helpline · ACLC · every referrer and every donor

9. Keyword universe — the 200 priority queries

Full keyword research documented separately in /seo-keyword-universe. Below is the top-tier summary — the 24 highest-priority queries LWD ranks for by Aug 2027.

10. E-E-A-T signals

Google's Experience-Expertise-Authoritativeness-Trustworthiness framework — increasingly the deciding factor for YMYL ("Your Money or Your Life") content, which is exactly the category LWD's content lives in.

11. Per-asset audit — what every page carries

Every asset in the production library carries this 15-point checklist. Ticked off in the asset detail view. Any red flag → asset held for revision.

12. KPIs & timeline