Rights, not rescue
SWAN Vancouver (swanvancouver.ca) scores 72 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Non-profit brands, Healthcare brands, Government brands, in the 39th percentile of 30315 Non-profit brands.
SWAN Vancouver is a Western Canada-based non-profit organization providing rights-based, culturally-specialized frontline services and systemic advocacy for im/migrant women and gender-diverse people engaged in indoor sex work. It focuses on health, safety, and self-determination rather than rescue-based or criminalizing approaches, offering low-barrier, non-stigmatizing support that addresses gaps left by mainstream services. SWAN also engages in trafficking education and works with community organizations to advance systemic change for marginalized sex workers facing stigma, racism, and criminalization.
| Brand Name | SWAN Vancouver |
|---|---|
| Domain | swanvancouver.ca |
| Industry | Non-profit, Healthcare |
| Headquarters | Vancouver, British Columbia, Canada |
| Main Competitors | PACE Society (67/100), WISH Drop-In Centre Society (73/100), Pivot Legal Society (72/100), Butterfly (Asian and Migrant Sex Workers Support Network) (76/100), Maggie's Toronto Sex Workers Action Project (55/100), SWOP USA (Sex Workers Outreach Project) |
Moz Domain Authority 36/100 vs category average 46 / leader 97 - limited third-party links, so AI systems rarely encounter mentions of the brand.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Western Canada’s leading provider of rights-based, culturally-specialized service/advocacy for im/migrant sex workers & trafficking education." (Meta description: 15 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, Breadcrumb/Website schema, og:title, og:description, og:image, og:type, canonical. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Cloudflare, WordPress, Ghost.
Social footprint: verified profiles on YouTube, Facebook; no detected presence on Instagram, LinkedIn, X (Twitter), GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked November 2026.
When asked "What is SWAN Vancouver?", Claude could not identify the brand as of November 2026. I don't recognize SWAN Vancouver specifically, likely because it's a small or local non-profit without a strong presence in my training data.
When asked "Best brands similar to SWAN Vancouver?", Claude would not surface SWAN Vancouver as of November 2026. I can't vouch for or recommend an organization I don't have verified information about.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
SWAN Vancouver's main competitors in Non-profit: PACE Society (67/100), WISH Drop-In Centre Society (73/100), Pivot Legal Society (72/100), Butterfly (Asian and Migrant Sex Workers Support Network) (76/100), Maggie's Toronto Sex Workers Action Project (55/100).
Sources: Brand Analyzer scan
SWAN Vancouver is a non-profit organization in Western Canada that provides rights-based, culturally-specialized services and advocacy for im/migrant sex workers. It falls within the non-profit, healthcare, and government-adjacent advocacy sectors, focusing on the health, safety, and rights of im/migrant women and gender-diverse people in indoor sex work.
Sources: SWAN Vancouver official site
SWAN Vancouver has limited AI-search visibility, scoring 26/100 on Brand Analyzer's AI visibility composite (visibility 0, trust 48, recommendation 45). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: SWAN Vancouver official site
SWAN Vancouver provides frontline support services and systemic advocacy for im/migrant women and gender-diverse people engaged in indoor sex work. Its work includes low-barrier, non-stigmatizing service provision, trafficking education, and advocacy aimed at promoting rights, health, and safety rather than rescue-based or criminalizing interventions.
Sources: SWAN Vancouver official site
SWAN Vancouver offers frontline support services for im/migrant sex workers, including culturally-specialized advocacy, health and safety resources, and trafficking education. It also engages in systemic advocacy work aimed at improving policy and public understanding related to sex work and trafficking.
Sources: SWAN Vancouver official site
SWAN Vancouver scores 45/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Non-profit options. Recommendation depends on crawlability, structured data, and category authority.
Sources: SWAN Vancouver official site
SWAN Vancouver is known for being Western Canada's leading provider of culturally-specialized, rights-based support for im/migrant sex workers, as well as for its trafficking education programs and advocacy against criminalizing and rescue-based approaches to sex work.
Sources: SWAN Vancouver official site
SWAN Vancouver can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: SWAN Vancouver official site
SWAN Vancouver's services are used by im/migrant women and gender-diverse people engaged in indoor sex work who face stigma, racism, and criminalization. Community organizations and advocates working toward systemic change in sex work policy also engage with SWAN's advocacy and educational resources.
Sources: SWAN Vancouver official site
SWAN Vancouver scores 26/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
SWAN Vancouver has a weak AI-visibility profile at 26/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is trust (48/100) and its weakest is visibility (0/100). It benefits from open access for AI crawlers (GPTBot, ClaudeBot, etc.) and machine-readable schema.org markup. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, no strong Wikidata entry and a low Moz Domain Authority of 36/100. In a live check (November 2026), Claude could not identify SWAN Vancouver from memory, confirming the gaps above.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to SWAN Vancouver: ScenicView Academy (72/100), The Sutton Trust (72/100), Southwest Bible Church (72/100), SWISS FILMS (72/100).
A step up - brands to learn from: ZNetwork (81/100), ZLTO (81/100).
Category leader: Change.org (97/100).
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