{"id":5648,"date":"2026-10-05T10:54:50","date_gmt":"2026-10-05T10:54:50","guid":{"rendered":"https:\/\/performancecomms.com\/?p=5648"},"modified":"2026-10-16T11:02:59","modified_gmt":"2026-10-16T11:02:59","slug":"how-automotive-awards-are-shaping-ai-visibility","status":"publish","type":"post","link":"https:\/\/performancecomms.com\/me\/blog\/how-automotive-awards-are-shaping-ai-visibility\/","title":{"rendered":"How Automotive Awards Are Shaping AI Visibility"},"content":{"rendered":"<p>According to Engine Room, the <a class=\"ZAxgeiAMPNoTejCQVwGnzSNTEteHyLhII\" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/company\/rac\/\" target=\"_self\" data-test-app-aware-link=\"\">RAC<\/a> editorial pages are the fifth-most cited domain in AI search with the likes of ChatGPT, Gemini, Google AIO and Perplexity behind CarWow, What Car?, Auto Express and YouTube.<\/p>\n<p>This year saw the launch of the RAC New Car Awards. So how did this impact its AI visibility?<\/p>\n<p>RAC announced its shortlist in early August and the winners a month later. Over the last 30 days, the Shortlist and Winners pages held the #1 and #2 spots among all cited automotive pages for over 1,000 unbranded, top of funnel questions.<\/p>\n<p>More impressive when you consider RAC&#8217;s awards citations are around 95% self-generated. Over half of the citations about the What Car? and Auto Express Awards are from manufacturers and dealers amplifying their wins.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-5649\" src=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-copy-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-copy-300x300.jpg 300w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-copy-150x150.jpg 150w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-copy-768x767.jpg 768w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-copy-12x12.jpg 12w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-copy.jpg 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><br \/>\nGiven the importance of Recency as a LLM signal, and the decay of fresh content over time, the RAC is also getting outsized reach with almost no third-party help.<\/p>\n<p>This acts as an indication of how critical awards from trusted specialist media like What Car? will be in the future as the LLM\u00a0models continue to evolve, and old training data is replaced by new content.<\/p>\n<p>Since the announcement of the winners on 10th September, award-winning models are also seeing a genuine, measurable lift in AI mentions.<\/p>\n<p>Analysing mentions in AI answers via Engine Room, we can see that winning models have seen a considerable increase in mentions \u2013 up 5.8% from the previous week.<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-5650\" src=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-300x300.jpg 300w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-150x150.jpg 150w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-768x767.jpg 768w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-12x12.jpg 12w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel.jpg 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><br \/>\nThe Kia\u00a0EV2, has seen triple digit growth from before the shortlist was unveiled.<\/p>\n<p>Meanwhile, the Fiat Grande Panda has also seen very strong growth in mentions of almost 40% from the shortlist announcement.<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-5651\" src=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-3-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-3-300x300.jpg 300w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-3-150x150.jpg 150w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-3-768x767.jpg 768w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-3-12x12.jpg 12w, https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel-3.jpg 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><br \/>\nSo why this impact?<\/p>\n<p>Awards and shortlist content is exactly the kind of bitesize, structured, list-format page LLMs like to pull from when answering &#8220;best car for X&#8221; style questions.<\/p>\n<p>It&#8217;s evergreen and gets reused across many different queries rather than answering one narrow question. A perfect citation source.<\/p>\n<p>We shouldn\u2019t discount the authority of the RAC, either. As a recognised UK motoring institution (and ranking as the fifth most cited domain), even new awards are likely to be picked over less established sources.<\/p>\n<p>In this new world, it\u2019ll be interesting to see how rival automotive\u00a0awards impact citations in the future.<\/p>","protected":false},"excerpt":{"rendered":"<p>According to Engine Room, the RAC editorial pages are the fifth-most cited domain in AI search with the likes of ChatGPT, Gemini, Google AIO and Perplexity behind CarWow, What Car?, Auto Express and YouTube. This year saw the launch of the RAC New Car Awards. So how did this impact its AI visibility? RAC announced [&hellip;]<\/p>","protected":false},"author":3,"featured_media":5650,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[818,1673],"tags":[1640,1116,1674,957],"class_list":["post-5648","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-engine-room-ai","tag-ai","tag-awards","tag-engine-room","tag-pr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Automotive Awards Are Shaping AI Visibility - Performance Communications<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/performancecomms.com\/me\/blog\/how-automotive-awards-are-shaping-ai-visibility\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Automotive Awards Are Shaping AI Visibility - Performance Communications\" \/>\n<meta property=\"og:description\" content=\"According to Engine Room, the RAC editorial pages are the fifth-most cited domain in AI search with the likes of ChatGPT, Gemini, Google AIO and Perplexity behind CarWow, What Car?, Auto Express and YouTube. This year saw the launch of the RAC New Car Awards. So how did this impact its AI visibility? RAC announced [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/performancecomms.com\/me\/blog\/how-automotive-awards-are-shaping-ai-visibility\/\" \/>\n<meta property=\"og:site_name\" content=\"Performance Communications\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/PerformanceComms\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-05T10:54:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-16T11:02:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/performancecomms.com\/wp-content\/uploads\/2026\/10\/Awards-carousel.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"899\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Andy Murphy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@performancecoms\" \/>\n<meta name=\"twitter:site\" content=\"@performancecoms\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"Andy Murphy\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/blog\\\/how-automotive-awards-are-shaping-ai-visibility\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/blog\\\/how-automotive-awards-are-shaping-ai-visibility\\\/\"},\"author\":{\"name\":\"Andy Murphy\",\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/#\\\/schema\\\/person\\\/a3fef2abbf2df04256f492b4b28939ea\"},\"headline\":\"How Automotive Awards Are Shaping AI Visibility\",\"datePublished\":\"2026-10-05T10:54:50+00:00\",\"dateModified\":\"2026-10-16T11:02:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/blog\\\/how-automotive-awards-are-shaping-ai-visibility\\\/\"},\"wordCount\":382,\"publisher\":{\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/blog\\\/how-automotive-awards-are-shaping-ai-visibility\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/performancecomms.com\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/Awards-carousel.jpg\",\"keywords\":[\"AI\",\"awards\",\"Engine Room\",\"pr\"],\"articleSection\":[\"Blog\",\"Engine Room AI\"],\"inLanguage\":\"ar\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/blog\\\/how-automotive-awards-are-shaping-ai-visibility\\\/\",\"url\":\"https:\\\/\\\/performancecomms.com\\\/me\\\/blog\\\/how-automotive-awards-are-shaping-ai-visibility\\\/\",\"name\":\"How Automotive Awards Are Shaping AI Visibility - 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