Enabling progress. With evidence.
Prognos (prognos.com) scores 83 out of 100 on Brand Analyzer, placing it in the Strong Brand tier among Government brands, Energy & Utilities brands, Other brands, in the 90th percentile of 10977 Government brands.
Prognos is a research and consulting organization that provides evidence-based studies and policy evaluations on economic, energy, and sustainability topics. It serves government ministries, EU institutions, public sector bodies, and businesses seeking data-driven analysis to inform decision-making. Prognos positions itself as a trusted partner delivering rigorous, scientifically grounded research to support progress in energy, economic, and public policy domains.
| Brand Name | Prognos |
|---|---|
| Domain | prognos.com |
| Industry | Government, Energy & Utilities |
| Main Competitors | Fraunhofer ISI, Guidehouse (formerly Ecofys/Navigant) (85/100), ICF International (88/100), Öko-Institut (74/100), Ramboll (82/100), DIW Berlin, Wuppertal Institute (81/100) |
Moz Domain Authority 51/100 vs category average 48 / leader 97 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Prognos has a dedicated Wikipedia entity - a top-weighted signal AI models rely on to identify and describe the brand.
The homepage meta description reads "Prognos empowers policymakers and organizations to drive progress through evidence-based research and analysis." (No meta description) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 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.
Content is DE-only, limiting citation in English-language AI answers.
Detected tech stack: Cloudflare, Drupal.
Social footprint: verified profiles on LinkedIn, X (Twitter), Facebook, Instagram, GitHub; no detected presence on YouTube - 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 Prognos?", Claude could identify the brand as of September 2026. Prognos (Prognos Health) is a healthcare data and AI company that aggregates diagnostic lab and clinical data to help life sciences and healthcare organizations identify patients earlier and improve care pathways; it's not primarily known as a government-sector company. Best known for Aggregating diagnostic lab data with AI to enable early disease detection for healthcare and life sciences clients.
When asked "Best brands similar to Prognos?", Claude would not surface Prognos as of September 2026. It's a healthcare/life-sciences data analytics company, not a government-focused brand, so it wouldn't be a natural fit if someone asked for government-space recommendations.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Prognos's main competitors in Government: Guidehouse (formerly Ecofys/Navigant) (85/100), ICF International (88/100), Öko-Institut (74/100), Ramboll (82/100), Wuppertal Institute (81/100).
Sources: Brand Analyzer scan
Prognos has limited AI-search visibility, scoring 46/100 on Brand Analyzer's AI visibility composite (visibility 57, trust 29, recommendation 48). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Prognos official site
Prognos scores 48/100 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; a Wikipedia presence helps.
Sources: Prognos official site
Prognos 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: Prognos official site
Prognos is a research and consulting organization that specializes in evidence-based studies and analysis on economic, energy, and policy issues. It works with government ministries, EU institutions, public sector organizations, and businesses to support decision-making grounded in scientific evidence.
Sources: Prognos official site
Prognos conducts rigorous, data-driven research and evaluations on complex economic, energy, and policy issues. It produces studies and analyses intended to help policymakers and organizations make well-informed decisions in areas such as energy transition, economic development, and public policy.
Sources: Prognos official site
Prognos is used by government ministries, EU institutions, public sector organizations, and businesses that need data-driven research and policy evaluation on energy, economic, and sustainability topics.
Sources: Prognos official site
Prognos scores 46/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Prognos has a limited AI-visibility profile at 46/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is visibility (57/100) and its weakest is trust (29/100). It benefits from a recognised Wikipedia company entity, a Wikidata knowledge-graph entry and a Moz Domain Authority of 51/100. The main gaps holding it back: thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Prognos 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 Prognos: ProColombia (83/100), Privoro (83/100), BigBear.ai (83/100), Propper (83/100).
A step up - brands to learn from: Yr (91/100), Yoti (91/100).
Category leader: ABC News (96/100).
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