{"id":17529,"date":"2026-09-29T13:25:25","date_gmt":"2026-09-29T07:55:25","guid":{"rendered":"https:\/\/www.blockchainappfactory.com\/blog\/?p=17529"},"modified":"2026-09-29T13:25:25","modified_gmt":"2026-09-29T07:55:25","slug":"crypto-ai-citation-study","status":"publish","type":"post","link":"https:\/\/www.blockchainappfactory.com\/blog\/crypto-ai-citation-study\/","title":{"rendered":"Which Sources Do ChatGPT, Perplexity and Gemini Cite for Crypto Questions? We Tested 300 Prompts"},"content":{"rendered":"<p>We asked ChatGPT, Perplexity and Gemini 300 crypto questions and recorded every source they cited. Across 900 answers, the three assistants agreed on which crypto brands to recommend far more often than they agreed on which websites to cite.<\/p>\n<p>This is the first edition of the Blockchain App Factory AI Citation Index. The study covers 3,076 citations to 1,048 websites, from questions about proof of stake to &#8220;Which crypto should I invest in right now?&#8221; Below we explain what each assistant cites, which brands it names, and what that means for crypto teams who want to appear in AI answers. We plan to repeat the test each quarter.<\/p>\n<div style=\"background: #f1f5f9;border-left: 5px solid #2dd4bf;border-radius: 10px;padding: 22px 26px;margin: 30px 0\">\n<div style=\"font-size: 15px;font-weight: 800;letter-spacing: .04em;text-transform: uppercase;color: #0b1f3a;margin-bottom: 14px\">Key Takeaways<\/div>\n<ul style=\"margin: 0;padding-left: 20px;color: #1e293b;line-height: 1.6\">\n<li style=\"margin-bottom: 10px\">The assistants agree on who to recommend, not on where they learned it. On 63 of 69 &#8220;best provider or platform&#8221; questions, all three named at least one of the same brands, but on only 1 of those 69 did all three cite the same website.<\/li>\n<li style=\"margin-bottom: 10px\">Being named is not the same as being linked. Only 14% of brand mentions in those answers came with a link to the brand&#8217;s own website.<\/li>\n<li style=\"margin-bottom: 0\">The question decides the source. Government sites made up 61% of citations on regulation questions, while agency and vendor pages made up 60% on crypto marketing questions.<\/li>\n<\/ul>\n<\/div>\n<h2>How We Tested 300 Crypto Questions Across the Three Platforms<\/h2>\n<p>We wrote 300 crypto questions and sent each one to ChatGPT, Perplexity and Gemini. All 900 prompt and platform combinations produced a usable answer. When a platform returned an error or a sign-in message, we retried until it answered, which took 94 retries in total.<\/p>\n<h4>The prompt set<\/h4>\n<ul>\n<li>10 topics with 30 questions each: crypto basics, token development, smart contracts and infrastructure, DeFi, real-world asset tokenization, wallets and security, regulation, market data, crypto marketing, and commercial comparisons.<\/li>\n<li>207 informational questions, such as &#8220;What is impermanent loss?&#8221;<\/li>\n<li>93 commercial questions, including 77 &#8220;best provider or platform&#8221; questions and 16 investment questions such as &#8220;Which crypto should I invest in right now?&#8221;<\/li>\n<\/ul>\n<p>We kept the wording neutral and never named an agency or service firm in a question. Twenty-two questions named a blockchain, coin or platform, such as Ethereum, Solana or CoinGecko. Sixteen questions named a country or region, and 21 asked about something current, such as &#8220;today&#8221; or &#8220;right now&#8221;. The set is a purposive sample built to reflect common crypto searches, not a random sample of all queries.<\/p>\n<h4>How we collected answers<\/h4>\n<ul>\n<li>Every prompt ran in a fresh chat on each assistant&#8217;s consumer web app, from India, in English.<\/li>\n<li>Answers were collected between 28 September 2026, 5:05 PM IST, and 29 September 2026, 5:51 AM IST.<\/li>\n<li>ChatGPT ran logged in, in unpersonalized temporary chats, with web search requested. It answered 63 prompts with its standard model and 237 with a lighter &#8220;mini&#8221; model.<\/li>\n<li>Perplexity ran logged in, in its default search mode.<\/li>\n<li>Gemini ran logged in, in temporary chats. It answered 215 prompts with Flash-Lite, 52 with Pro and 33 with Flash.<\/li>\n<\/ul>\n<h4>What we counted<\/h4>\n<p>A citation is a visible source link attached to an answer. We removed tracking parameters and counted each URL once per answer. For Perplexity, we counted the links referenced in the answer text and report its separate source list on its own. For the 77 provider and platform questions, we also matched answer text against a list of 181 crypto brands to see which brands were named and whether their own sites were cited. We did not score answer accuracy.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-17537\" src=\"https:\/\/www.blockchainappfactory.com\/blog\/wp-content\/uploads\/2026\/09\/ai-citation-source-types.jpg\" alt=\"Flow diagram of how the study turned 300 crypto prompts into 900 answers and 3,076 recorded citations, with answer accuracy shown as a separate, unmeasured step\" width=\"1280\" height=\"720\" \/><\/p>\n<p>&nbsp;<\/p>\n<table style=\"width: 100%;border-collapse: collapse;margin: 32px 0;background: #f1f5f9;border-radius: 10px\" role=\"presentation\">\n<tbody>\n<tr>\n<td style=\"width: 33%;padding: 22px 14px;text-align: center;vertical-align: top;border: 0\">\n<p style=\"font-size: 34px;font-weight: 800;color: #0b1f3a;margin: 0 0 6px 0;line-height: 1.1\">44 of 1,048<\/p>\n<p style=\"font-size: 14px;color: #1e293b;margin: 0;line-height: 1.5\">cited websites that appeared in answers from all three assistants<\/p>\n<\/td>\n<td style=\"width: 34%;padding: 22px 14px;text-align: center;vertical-align: top;border: 0;border-left: 1px solid #cbd5e1;border-right: 1px solid #cbd5e1\">\n<p style=\"font-size: 34px;font-weight: 800;color: #0b1f3a;margin: 0 0 6px 0;line-height: 1.1\">63 vs 1<\/p>\n<p style=\"font-size: 14px;color: #1e293b;margin: 0;line-height: 1.5\">&#8220;best of&#8221; questions where all three named the same brand, against those where all three cited the same site<\/p>\n<\/td>\n<td style=\"width: 33%;padding: 22px 14px;text-align: center;vertical-align: top;border: 0\">\n<p style=\"font-size: 34px;font-weight: 800;color: #0b1f3a;margin: 0 0 6px 0;line-height: 1.1\">14%<\/p>\n<p style=\"font-size: 14px;color: #1e293b;margin: 0;line-height: 1.5\">of 1,204 brand mentions that linked to the brand&#8217;s own website<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Which Source Types Appeared Most Often<\/h2>\n<p>The 900 answers contained 3,076 citations to 2,630 distinct pages on 1,048 domains. We sorted every domain into one of nine source types:<\/p>\n<ul>\n<li>Agencies, vendors, law firms and service providers: 605 citations (20%)<\/li>\n<li>Official project and protocol sites or documentation: 595 (19%)<\/li>\n<li>Exchanges, wallets and financial-firm education pages: 585 (19%)<\/li>\n<li>Government and regulators: 397 (13%)<\/li>\n<li>Crypto news and crypto media: 265 (9%)<\/li>\n<li>Market-data platforms: 224 (7%)<\/li>\n<li>General financial and business media: 180 (6%)<\/li>\n<li>Research, academic and policy institutions: 138 (4%)<\/li>\n<li>Other, including forums, directories and event sites: 87 (3%)<\/li>\n<\/ul>\n<p>No single website dominated. The most cited domain, ethereum.org, appeared in 79 of 900 answers. Binance followed with 70, CoinGecko with 57 and the US SEC with 36.<\/p>\n<h4>A long tail of sources<\/h4>\n<p>Of the 1,048 domains, 820 (78%) were cited by only one of the three assistants. Just 44 domains were cited at least once by all three. They were mostly large reference sites: Ethereum&#8217;s documentation, exchanges, price trackers, regulators and a handful of crypto service providers.<\/p>\n<h2>How ChatGPT, Perplexity and Gemini Differed<\/h2>\n<p>The table compares the three platforms using the same definitions and the same collection window.<\/p>\n<div style=\"margin: 28px 0\">\n<table style=\"width: 100%;min-width: 620px;border-collapse: collapse;font-size: 14px;line-height: 1.5;color: #1e293b\">\n<tbody>\n<tr>\n<th style=\"background: #0b1f3a;color: #ffffff;text-align: left;padding: 12px;border: 1px solid #0b1f3a\" scope=\"col\">Measure<\/th>\n<th style=\"background: #0b1f3a;color: #ffffff;text-align: left;padding: 12px;border: 1px solid #0b1f3a;border-top: 4px solid #2dd4bf\" scope=\"col\">ChatGPT<\/th>\n<th style=\"background: #0b1f3a;color: #ffffff;text-align: left;padding: 12px;border: 1px solid #0b1f3a;border-top: 4px solid #2dd4bf\" scope=\"col\">Perplexity<\/th>\n<th style=\"background: #0b1f3a;color: #ffffff;text-align: left;padding: 12px;border: 1px solid #0b1f3a;border-top: 4px solid #f59e0b\" scope=\"col\">Gemini<\/th>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #ffffff\" scope=\"row\">Answers with a citation<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #ccfbf1\">299 of 300 (100%)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #ccfbf1\">292 of 300 (97%)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #fef3c7\">186 of 300 (62%)<\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\" scope=\"row\">Citations per answer<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">4.2 (1,268 total)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">5.2 in text (1,564); 11.6 in the source list<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">0.8 (244 total)<\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #ffffff\" scope=\"row\">Distinct domains cited<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">473<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">650<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">197<\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\" scope=\"row\">Largest source type<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">Official sites and docs (28%)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">Exchanges and vendors (21% each)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">Agencies and vendors (30%)<\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #ffffff\" scope=\"row\">Government and regulator share<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">20%<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">9%<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">1%<\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\" scope=\"row\">Brand mentions linked to the brand&#8217;s site<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">30% (102 of 341)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">9% (34 of 396)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1;background: #f1f5f9\">7% (35 of 467)<\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: left;padding: 12px;border: 1px solid #cbd5e1;background: #ffffff\" scope=\"row\">Most frequent domain<\/th>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">ethereum.org (55 answers)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">binance.com (44 answers)<\/td>\n<td style=\"padding: 12px;border: 1px solid #cbd5e1\">binance.com (7 answers)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>Source type percentages are shares of each platform&#8217;s citations, not of its answers.<\/p>\n<h4>ChatGPT: primary sources first<\/h4>\n<p>ChatGPT cited sources in every answer but one. It leaned hardest on primary sources: official documentation and government sites made up 47% of its citations. On regulation questions, 126 of its 153 citations (82%) went to government or regulator websites. It was also the most likely to link a brand it recommended to that brand&#8217;s own site.<\/p>\n<h4>Perplexity: the widest net<\/h4>\n<p>Perplexity cited 650 different domains, the most of the three. Its answers were the longest, with a median of 639 words, and each showed a source list averaging 11.6 links. It relied more than the others on exchange education pages, vendor blogs, crypto news and financial media.<\/p>\n<h4>Gemini: fewer links, mostly on commercial questions<\/h4>\n<p>Gemini cited sources in 62% of answers, with an average of fewer than one link per answer. The gap depended on the question type. Gemini linked sources in 82 of 93 commercial answers (88%), but in only 104 of 207 informational answers (50%). It almost never cited government sources: 3 citations across 300 answers.<\/p>\n<div style=\"margin: 34px 0;padding: 22px 26px;border-left: 5px solid #f59e0b;background: #f1f5f9;border-radius: 10px\">\n<p style=\"font-size: 20px;line-height: 1.5;font-style: italic;color: #0b1f3a;margin: 0 0 10px 0\">&#8220;The assistants reached the same shortlists from different evidence. For a crypto brand, being widely known across many sources matters more than being cited by any one of them.&#8221;<\/p>\n<p style=\"font-size: 14px;color: #475569;margin: 0\">Blockchain App Factory research team<\/p>\n<\/div>\n<h4>How often the platforms agreed on sources<\/h4>\n<ul>\n<li>ChatGPT and Perplexity shared at least one cited domain on 139 of 291 prompts where both cited sources (48%).<\/li>\n<li>Perplexity and Gemini did so on 34 of 179 (19%).<\/li>\n<li>ChatGPT and Gemini did so on 19 of 185 (10%).<\/li>\n<li>All three shared a cited domain on only 8 of the 178 prompts where all three cited sources.<\/li>\n<\/ul>\n<h2>Who Gets Named vs Who Gets Linked<\/h2>\n<p>For commercial questions, citations are only half the story. When someone asks for the best exchange, wallet or development company, the answer names brands, and those names may not link anywhere.<\/p>\n<h4>Agreement on brands, disagreement on sources<\/h4>\n<p>On 69 of the 77 provider and platform questions, all three assistants named at least one brand from our list. On 63 of those 69, they named at least one of the same brands. On only 1 of those 69 did all three cite the same website.<\/p>\n<p>The well-known names in each category came up again and again: the leading exchanges, wallets, layer 2 networks, tokenization platforms and service firms. The assistants reached similar shortlists while citing different pages to support them.<\/p>\n<h4>Most mentions came without a link to the brand<\/h4>\n<p>The assistants made 1,204 brand mentions across 231 provider and platform answers. Only 171 of those mentions (14%) came with a citation to the brand&#8217;s own website.<\/p>\n<ul>\n<li>ChatGPT linked the brand&#8217;s own site for 30% of its mentions.<\/li>\n<li>Perplexity did so for 9%. It usually cited roundups and reviews about the brand instead.<\/li>\n<li>Gemini did so for 7%, and named the most brands per answer (6.1 on average).<\/li>\n<\/ul>\n<p>For crypto marketers, this means tracking two things. Mention tracking shows whether you are in the answer. Citation tracking shows which pages put you there.<\/p>\n<table style=\"width: 100%;border-collapse: collapse;margin: 36px 0;background-color: #0b1f3a;background-image: linear-gradient(135deg,#0b1f3a 0%,#14406b 100%);border-radius: 10px\" role=\"presentation\">\n<tbody>\n<tr>\n<td style=\"padding: 34px 36px;text-align: center;border: 0\">\n<p style=\"color: #ffffff;font-size: 23px;font-weight: bold;margin: 0 0 10px 0;line-height: 1.4\">Do you know which brands AI assistants name in your category?<\/p>\n<p style=\"color: #b9cbe0;font-size: 16px;margin: 0 0 24px 0;line-height: 1.6\">We can run a documented prompt test for your project and map the mentions and sources behind each answer.<\/p>\n<p style=\"margin: 0;text-align: center\"><a style=\"width: auto !important;background-color: #2dd4bf;color: #0b1f3a !important;font-weight: bold;font-size: 16px;text-decoration: none !important;border: 0;border-bottom: 0 !important;border-radius: 6px;padding: 15px 34px;line-height: 1.2;box-shadow: none\" href=\"https:\/\/www.blockchainappfactory.com\/contact\">Request a Citation Audit<\/a><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>How Citation Patterns Changed by Crypto Question<\/h2>\n<p>The topic of a question predicted the source type more reliably than the platform did. The shares below combine all three assistants.<\/p>\n<h4>Informational questions favored primary sources<\/h4>\n<ul>\n<li>Regulation and compliance: 227 of 375 citations (61%) went to government and regulator sites, such as the SEC, FATF, India&#8217;s income tax department and Dubai&#8217;s VARA.<\/li>\n<li>Smart contracts and infrastructure: 48% went to official documentation.<\/li>\n<li>Token development: 41% went to official documentation, and 24% to development firms and tool vendors.<\/li>\n<li>DeFi: 31% went to protocol sites and docs, and 27% to exchange education pages.<\/li>\n<li>Wallets and security: 43% went to exchange, wallet and financial-firm pages.<\/li>\n<li>Crypto basics: exchange education pages (33%) and official docs (32%) led.<\/li>\n<\/ul>\n<p>Across all 207 informational questions, official sources made up 25% of citations and government sources 18%.<\/p>\n<h4>Commercial questions favored third-party lists<\/h4>\n<ul>\n<li>Crypto marketing: 221 of 369 citations (60%) went to agency and vendor websites, mostly &#8220;top agencies&#8221; and how-to articles published by firms in the same market.<\/li>\n<li>Commercial comparisons: exchange and platform pages led (29%), followed by vendor content (22%) and crypto news (14%).<\/li>\n<li>Market data and current events: crypto news and market-data platforms each made up 24%, and general financial media 19%.<\/li>\n<\/ul>\n<p>Across all 93 commercial questions, agency and vendor content rose to 27% of citations, while government sources fell to 3%.<\/p>\n<h4>Risk warnings on investment questions<\/h4>\n<p>On the 16 investment questions, 44 of 48 answers included at least one risk caution, such as volatility, speculation or the need for due diligence. Gemini included one in all 16 answers, Perplexity in 15 and ChatGPT in 13. These answers cited market-data platforms, exchanges and crypto news. Official project pages made up only 5 of their 154 citations.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-17538 size-full alignleft\" src=\"https:\/\/www.blockchainappfactory.com\/blog\/wp-content\/uploads\/2026\/09\/How-we-measured-AI-citations.jpg\" alt=\"Chart comparing the share of AI citations by source type for informational and commercial crypto questions, based on 3,076 citations from ChatGPT, Perplexity and Gemini\" width=\"1280\" height=\"720\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>What These Findings Mean for Crypto Content<\/h2>\n<p>The findings above are measured. What follows is our interpretation. A one-time test of 300 prompts shows patterns, not causes.<\/p>\n<h4>Broad recognition beats a single citation<\/h4>\n<p>The assistants named the same brands far more consistently than they cited the same pages. That points to a brand being well covered across many credible sources, not dependent on any single page.<\/p>\n<h4>Commercial answers depend on third-party content<\/h4>\n<p>For &#8220;best&#8221; questions, the assistants relied on roundups, comparisons, directories and industry articles. Accurate, current listings in that content are a real input to AI recommendations.<\/p>\n<h4>Documentation earns technical citations<\/h4>\n<p>Official documentation led on smart contract, token and DeFi questions, especially in ChatGPT. Clear, public, crawlable docs appear to be the default reference for &#8220;how does it work&#8221; questions.<\/p>\n<h4>Each platform needs its own measurement<\/h4>\n<p>ChatGPT favored primary sources, Perplexity cast a wide net, and Gemini linked sparingly. A single blended &#8220;AI visibility&#8221; score would hide those differences.<\/p>\n<h2>What Crypto Teams Can Do Next<\/h2>\n<p>These steps follow from the patterns above. None of them guarantees a mention or a citation.<\/p>\n<table style=\"width: 100%;border-collapse: collapse;margin: 30px 0\" role=\"presentation\">\n<tbody>\n<tr>\n<td style=\"width: 56px;padding: 0 14px 22px 0;vertical-align: top;border: 0\">\n<p style=\"width: 44px;height: 44px;line-height: 44px;border-radius: 50%;background: #0b1f3a;color: #ffffff;text-align: center;font-weight: 800;margin: 0\">1<\/p>\n<\/td>\n<td style=\"padding: 0 0 22px 0;vertical-align: top;border: 0;border-bottom: 1px solid #e2e8f0\">\n<p style=\"font-weight: bold;color: #0b1f3a;margin: 0 0 4px 0\">Check crawler access<\/p>\n<p style=\"margin: 0;color: #1e293b;line-height: 1.6\">OpenAI says sites that block OAI-SearchBot will not appear in ChatGPT search answers. Perplexity uses PerplexityBot to surface sites. Check robots.txt and bot-protection rules for both, and for Google&#8217;s crawler.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 56px;padding: 18px 14px 22px 0;vertical-align: top;border: 0\">\n<p style=\"width: 44px;height: 44px;line-height: 44px;border-radius: 50%;background: #0b1f3a;color: #ffffff;text-align: center;font-weight: 800;margin: 0\">2<\/p>\n<\/td>\n<td style=\"padding: 18px 0 22px 0;vertical-align: top;border: 0;border-bottom: 1px solid #e2e8f0\">\n<p style=\"font-weight: bold;color: #0b1f3a;margin: 0 0 4px 0\">Run your own baseline<\/p>\n<p style=\"margin: 0;color: #1e293b;line-height: 1.6\">Write neutral questions for your category, both informational and commercial. Run them on each assistant in fresh chats, and record both brand mentions and cited links.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 56px;padding: 18px 14px 22px 0;vertical-align: top;border: 0\">\n<p style=\"width: 44px;height: 44px;line-height: 44px;border-radius: 50%;background: #0b1f3a;color: #ffffff;text-align: center;font-weight: 800;margin: 0\">3<\/p>\n<\/td>\n<td style=\"padding: 18px 0 22px 0;vertical-align: top;border: 0;border-bottom: 1px solid #e2e8f0\">\n<p style=\"font-weight: bold;color: #0b1f3a;margin: 0 0 4px 0\">Map the source gaps<\/p>\n<p style=\"margin: 0;color: #1e293b;line-height: 1.6\">Sort the cited pages by type. Note where your project is missing from the documentation, comparison lists, directories or news coverage that the assistants already use.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 56px;padding: 18px 14px 0 0;vertical-align: top;border: 0\">\n<p style=\"width: 44px;height: 44px;line-height: 44px;border-radius: 50%;background: #f59e0b;color: #0b1f3a;text-align: center;font-weight: 800;margin: 0\">4<\/p>\n<\/td>\n<td style=\"padding: 18px 0 0 0;vertical-align: top;border: 0\">\n<p style=\"font-weight: bold;color: #0b1f3a;margin: 0 0 4px 0\">Improve, then re-test<\/p>\n<p style=\"margin: 0;color: #1e293b;line-height: 1.6\">Strengthen your docs and reference pages, and correct or earn listings in third-party sources. Then repeat the same prompts and compare like with like.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Study Limitations<\/h2>\n<ul>\n<li>This is a snapshot collected over about 13 hours. Answers change as models and search sources change, and we did not repeat prompts to measure run-to-run variation.<\/li>\n<li>Model versions varied. ChatGPT mostly used its &#8220;mini&#8221; model, and Gemini mostly used Flash-Lite. Paid tiers may cite differently.<\/li>\n<li>All answers were collected from India, in English. Results may differ by country and language.<\/li>\n<li>Brand mentions were counted against a fixed list of 181 brands. Brands outside the list, including most individual tokens, were not counted.<\/li>\n<li>Source types were assigned by our team using documented rules. Some domains could reasonably fit more than one type.<\/li>\n<li>Visible citations do not reveal every page a model read or what shaped its training, and a citation does not prove the source supports the claim.<\/li>\n<\/ul>\n<p>Blockchain App Factory helps crypto projects with technical SEO, content strategy, crypto PR and AI search visibility. Our <a href=\"https:\/\/www.blockchainappfactory.com\/crypto-marketing-agency\">crypto marketing team<\/a> can run this kind of documented prompt test for your category. We map the brands and sources behind each assistant&#8217;s answers, then build accurate reference content and third-party coverage around the gaps. We report what we measure, and we do not promise placements in AI answers.<\/p>\n<table style=\"width: 100%;border-collapse: collapse;margin: 36px 0;background-color: #0b1f3a;background-image: linear-gradient(135deg,#0b1f3a 0%,#14406b 100%);border-radius: 10px\" role=\"presentation\">\n<tbody>\n<tr>\n<td style=\"padding: 34px 36px;text-align: center;border: 0\">\n<p style=\"color: #ffffff;font-size: 23px;font-weight: bold;margin: 0 0 10px 0;line-height: 1.4\">Want to know what ChatGPT, Perplexity and Gemini say about your project?<\/p>\n<p>&nbsp;<\/p>\n<p style=\"margin: 0;text-align: center\"><a style=\"width: auto !important;background-color: #2dd4bf;color: #0b1f3a !important;font-weight: bold;font-size: 16px;text-decoration: none !important;border: 0;border-bottom: 0 !important;border-radius: 6px;padding: 15px 34px;line-height: 1.2;box-shadow: none\" href=\"https:\/\/www.blockchainappfactory.com\/contact\">Yes, Test My Project<\/a><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Frequently Asked Questions<\/h2>\n<h4>Why do ChatGPT, Perplexity and Gemini cite different sources?<\/h4>\n<p>Each assistant uses its own search partners, index and model. In our test, 78% of cited domains appeared on only one platform, even when the answers recommended similar brands.<\/p>\n<h4>Does a Google AI Overview citation count as a Gemini citation?<\/h4>\n<p>No. AI Overviews appear in Google Search. The Gemini app is a separate product, and we tested only the Gemini app.<\/p>\n<h4>Do AI assistants link to the brands they recommend?<\/h4>\n<p>Not often. Only 14% of brand mentions in our provider and platform answers linked to the brand&#8217;s own site. The rest were unlinked or supported by third-party articles.<\/p>\n<h4>Do AI assistants warn users on crypto investment questions?<\/h4>\n<p>Mostly, yes. In our test, 44 of 48 answers to investment questions included a risk caution, but the level of detail varied by platform.<\/p>\n<h4>How often should we re-test our AI visibility?<\/h4>\n<p>No research sets a fixed interval. Because models and search sources change, we suggest re-running the same prompt set on a regular schedule, such as quarterly, and comparing like with like.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We asked ChatGPT, Perplexity and Gemini 300 crypto questions and recorded every source they cited. Across 900 answers, the three assistants agreed on which crypto brands to recommend far more often than they agreed on which websites to cite. This is the first edition of the Blockchain App Factory AI Citation Index. The study covers&hellip;&nbsp;<a href=\"https:\/\/www.blockchainappfactory.com\/blog\/crypto-ai-citation-study\/\" class=\"\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Which Sources Do ChatGPT, Perplexity and Gemini Cite for Crypto Questions? We Tested 300 Prompts<\/span><\/a><\/p>\n","protected":false},"author":100,"featured_media":17540,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"off","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[1424],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Which Sources AI Cite for Crypto Queries? We Tested 300 Prompts<\/title>\n<meta name=\"description\" content=\"We asked ChatGPT, Perplexity and Gemini 300 crypto questions. See the 3,076 sources they cited and the brands they named, and what it means for you.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.blockchainappfactory.com\/blog\/crypto-ai-citation-study\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Which Sources AI Cite for Crypto Queries? We Tested 300 Prompts\" \/>\n<meta property=\"og:description\" content=\"We asked ChatGPT, Perplexity and Gemini 300 crypto questions. 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