Research Driving Insurance Insight
Insurance Research Council (IRC) (insurance-research.org) scores 66 out of 100 on Brand Analyzer, placing it in the Developing tier among Finance brands, Other brands, in the 14th percentile of 10493 Finance brands.
The Insurance Research Council (IRC) is a research organization focused on public policy issues affecting the property-casualty insurance industry. It provides independent, data-driven research and analysis on insurance trends, claims, and related topics to inform stakeholders such as insurers, policymakers, and researchers. IRC positions itself as a trusted source of insight into how public policy shapes and is shaped by property-casualty insurance dynamics, aiming to support informed decision-making across the industry.
| Brand Name | Insurance Research Council (IRC) |
|---|---|
| Domain | insurance-research.org |
| Industry | Finance, Other |
| Main Competitors | Insurance Information Institute (84/100), Highway Loss Data Institute (74/100), Insurance Institute for Highway Safety (79/100), National Council on Compensation Insurance (76/100), RAND Institute for Civil Justice (89/100), Casualty Actuarial Society (84/100) |
Moz Domain Authority 46/100 vs category average 40 / leader 97 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #472,072 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 "IRC base theme with Ignite components." (Meta description: 6 words. No OG description (falling back to meta)) - 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: 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: Nginx, Drupal.
Social footprint: verified profiles on LinkedIn, Instagram; no detected presence on X (Twitter), Facebook, 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 Insurance Research Council (IRC)?", Claude could identify the brand as of September 2026. The Insurance Research Council is a division of The Institutes (formerly affiliated with the American Institute for CPCU) that conducts public policy research on insurance issues like auto injury claims, bodily injury liability, and uninsured motorists. Best known for publishing widely cited research studies on auto insurance claims, fraud, and consumer attitudes toward insurance.
When asked "Best brands similar to Insurance Research Council (IRC)?", Claude would recommend Insurance Research Council (IRC) as of September 2026. It's a respected, long-standing research organization that industry professionals and policymakers often cite for data-driven insights on property-casualty insurance trends.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Insurance Research Council (IRC)'s main competitors in Finance: Insurance Information Institute (84/100), Highway Loss Data Institute (74/100), Insurance Institute for Highway Safety (79/100), National Council on Compensation Insurance (76/100), RAND Institute for Civil Justice (89/100).
Sources: Brand Analyzer scan
Insurance Research Council (IRC) has limited AI-search visibility, scoring 29/100 on Brand Analyzer's AI visibility composite (visibility 16, trust 29, recommendation 53). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Insurance Research Council (IRC) scores 53/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Finance options. Recommendation depends on crawlability, structured data, and category authority.
Insurance Research Council (IRC) 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.
The Insurance Research Council (IRC) is a research organization dedicated to studying public policy issues that affect the property-casualty insurance industry. It conducts independent research and produces analyses on insurance trends, claims practices, and related regulatory topics. IRC serves as a resource for insurers, policymakers, and other stakeholders seeking data-driven insight into the property-casualty insurance sector.
Insurance Research Council (IRC) scores 29/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Insurance Research Council (IRC) has a weak AI-visibility profile at 29/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (53/100) and its weakest is visibility (16/100). It benefits from a global traffic rank of #472,072 (Tranco), a Moz Domain Authority of 46/100 and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, no strong Wikidata entry and thin schema.org structured data. In a live check, Claude could already identify Insurance Research Council (IRC) 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 Insurance Research Council (IRC): Insellerate (66/100), IncumbentFI (66/100), Intercontinental Exchange (ICE) (66/100), ISLA (International Securities Lending Association) (66/100).
A step up - brands to learn from: ZT Corporate (71/100), Zeex (71/100).
Category leader: TradingView (97/100).
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