Change with fairness at its heart
Scottish Liberal Democrats (scotlibdems.org.uk) scores 68 out of 100 on Brand Analyzer, placing it in the Developing tier among Government brands, Non-profit brands, in the 18th percentile of 5525 Government brands.
Scottish Liberal Democrats is the Scotland-based branch of the UK Liberal Democrats, founded in 1988 and headquartered in Edinburgh. It promotes fairness, opportunity, and democratic change, positioning itself as a progressive alternative to the SNP. The party advocates evidence-based policy on public health, the economy, and environmental issues, and seeks to hold the Scottish Government accountable while representing party members and civic-minded voters across Scotland.
| Brand Name | Scottish Liberal Democrats |
|---|---|
| Domain | scotlibdems.org.uk |
| Industry | Government, Non-profit |
| Founded | 1988 |
| Headquarters | Edinburgh |
| Parent Company / Owner | UK Liberal Democrats |
| Main Competitors | Scottish National Party (85/100), Scottish Labour (76/100), Scottish Conservatives (73/100), Scottish Green Party |
Moz Domain Authority 48/100 vs category average 50 / leader 97 - limited third-party links, so AI systems rarely encounter mentions of the brand.
Ranked #1,473,245 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
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 "To champion fairness, opportunity, and democratic change for the people of Scotland." (No meta description) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: Twitter cards, canonical. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Apache.
Social footprint: verified profiles on X (Twitter), Facebook, Instagram; no detected presence on LinkedIn, YouTube, 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 September 2026.
When asked "What is Scottish Liberal Democrats?", Claude could identify the brand as of September 2026. The Scottish Liberal Democrats are the Scottish branch of the UK Liberal Democrats, a centrist political party that campaigns on issues like education funding, civil liberties, and federalism within the UK. They operate as an autonomous state party within the wider Liberal Democr Best known for Being the Scottish wing of the UK Liberal Democrats, historically strong on education policy and known for figures like Jim Wallace and Willie Rennie.
When asked "Best brands similar to Scottish Liberal Democrats?", Claude would recommend Scottish Liberal Democrats as of September 2026. If someone asked about Scottish political parties or UK Liberal Democrat branches, this would naturally come up as one of the main parties in Scottish politics.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Scottish Liberal Democrats's main competitors in Government: Scottish National Party (85/100), Scottish Labour (76/100), Scottish Conservatives (73/100).
Sources: Brand Analyzer scan
Scottish Liberal Democrats has low AI-search visibility, scoring 23/100 on Brand Analyzer's AI visibility composite (visibility 17, trust 29, recommendation 27). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Scottish Liberal Democrats was founded in 1988. Scottish Liberal Democrats operates in the Government category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
Scottish Liberal Democrats is headquartered in Edinburgh. Scottish Liberal Democrats operates in the Government category.
Sources: Wikidata
Scottish Liberal Democrats scores 27/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Government options. Recommendation depends on crawlability, structured data, and category authority.
Scottish Liberal Democrats 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.
Scottish Liberal Democrats is a political party and the Scottish branch of the UK Liberal Democrats, founded in 1988 and headquartered in Edinburgh. It operates within the devolved Scottish political system, contesting elections to the Scottish Parliament, UK Parliament, and local councils, and promoting liberal democratic values.
Scottish Liberal Democrats scores 23/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Scottish Liberal Democrats has a weak AI-visibility profile at 23/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is trust (29/100) and its weakest is visibility (17/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #1,473,245 (Tranco) and a Moz Domain Authority of 48/100. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Scottish Liberal Democrats from memory (September 2026) - a sign these signals are paying off.
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 Scottish Liberal Democrats: SBCS (68/100), Save The Rain (68/100), Scottish Greens (68/100), Scottish Medicines Consortium (SMC) (68/100).
A step up - brands to learn from: ZDH (Zentralverband des Deutschen Handwerks) (71/100), Wisconsin Department of Transportation (71/100).
Category leader: ABC News (96/100).
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