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A primary market outside the list is still read on every model, exactly as before, but the consumer models' answers there may not be local, and a note says so.","source":"https://docs.attensira.com/tracking/markets","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/local-seo-checklist#claim-attensira-local-ai-countries","entity_title":"What Belongs on a Local SEO Checklist?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/local-seo-checklist#attensira-secondary-market-gap","family":"blog","slug":"local-seo-checklist","statement":"In Attensira, a secondary market that a consumer model cannot be read from is a gap: no call is made, and it is shown as not measured, with the reason, never as 0%.","source":"https://docs.attensira.com/tracking/markets","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/local-seo-checklist#claim-attensira-secondary-market-gap","entity_title":"What Belongs on a Local SEO Checklist?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/local-seo-checklist#attensira-claude-location-stated","family":"blog","slug":"local-seo-checklist","statement":"Claude is read through its API with the location stated in the question (for example \"User location: DE\"), and is labelled as not a local search.","source":"https://docs.attensira.com/tracking/markets","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/local-seo-checklist#claim-attensira-claude-location-stated","entity_title":"What Belongs on a Local SEO Checklist?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/local-seo-checklist#google-local-ranking-factors","family":"blog","slug":"local-seo-checklist","statement":"Google says local results are based mainly on relevance, distance and prominence, that more reviews and positive ratings can help local ranking, and that there is no way to request or pay for a better local ranking.","source":"https://support.google.com/business/answer/7091","source_host":"support.google.com","retrieved_at":"2026-10-04","quote":"There's no way to request or pay for a better local ranking on Google.","cite_url":"https://attensira.com/blog/local-seo-checklist#claim-google-local-ranking-factors","entity_title":"What Belongs on a Local SEO Checklist?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/local-seo-checklist#brightlocal-ai-local-45","family":"blog","slug":"local-seo-checklist","statement":"In BrightLocal's Local Consumer Review Survey 2026 (1,002 US adults, published 2026-02-11), use of ChatGPT and other generative AI tools for local recommendations rose from 6% to 45%; 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14 countries have their own location (the US, UK, Canada, Australia, New Zealand, Ireland, India, Germany, France, Spain, Italy, the Netherlands, Sweden and Estonia), and a workspace in any other country is searched from the US, in English.","source":"https://docs.attensira.com/measure/google-search","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/local-seo-checklist#claim-attensira-rank-tracking-countries","entity_title":"What Belongs on a Local SEO Checklist?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/monitoring-ai-search-not-enough-ship-fix#sparktoro-zero-click-2026","family":"blog","slug":"monitoring-ai-search-not-enough-ship-fix","statement":"In the first four months of 2026, 68.01% of US Google searches ended without a click, per Similarweb data published by SparkToro.","source":"https://sparktoro.com/blog/in-2026-less-than-one-third-of-google-searches-still-send-a-click/","source_host":"sparktoro.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/monitoring-ai-search-not-enough-ship-fix#claim-sparktoro-zero-click-2026","entity_title":"Why Is Monitoring AI Search Not Enough to Change the Answer?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/monitoring-ai-search-not-enough-ship-fix#dogfood-findings-table","family":"blog","slug":"monitoring-ai-search-not-enough-ship-fix","statement":"attensira.com workspace, Attensira MCP reading of 2026-10-04 (30 days): SE Ranking was named in 17 of 24 answers to \"AI search visibility API\" and Attensira in none; 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the stored answer of 3 October 2026 named Omnia, Seology and Rankealo, citing useomnia.com, seology.ai, rankealo.ai and github.com inline.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-dogfood-pull-requests-answer","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#ahrefs-ctr-position-1-2025","family":"blog","slug":"search-engine-ranking-factors","statement":"Ahrefs, 300,000 keywords (150,000 with an AI Overview, 150,000 informational without), aggregated Search Console data: the average position-one CTR for informational keywords was 0.076 in December 2023 and 0.039 in December 2025; for AI Overview keywords it fell from 0.073 to 0.016, a 58% lower CTR where an AI Overview appears. Published 4 February 2026.","source":"https://ahrefs.com/blog/ai-overviews-reduce-clicks-update/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-ahrefs-ctr-position-1-2025","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#google-local-ranking-factors","family":"blog","slug":"search-engine-ranking-factors","statement":"Google says local results are based mainly on relevance, distance and prominence.","source":"https://support.google.com/business/answer/7091","source_host":"support.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-google-local-ranking-factors","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#google-ranking-systems","family":"blog","slug":"search-engine-ranking-factors","statement":"Google's ranking systems look at many factors and signals about hundreds of billions of web pages; its guide names systems including BERT, deduplication, exact match domain, freshness, link analysis and PageRank, MUM, neural matching, original content, passage ranking, RankBrain, reliable information, reviews, site diversity and spam detection.","source":"https://developers.google.com/search/docs/appearance/ranking-systems-guide","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-google-ranking-systems","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#google-ai-features-no-special-optimization","family":"blog","slug":"search-engine-ranking-factors","statement":"Google says there are no additional requirements or special optimizations to appear in AI Overviews or AI Mode; a page must be indexed and eligible to show with a snippet, and AI features use query fan-out across subtopics.","source":"https://developers.google.com/search/docs/appearance/ai-features","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-google-ai-features-no-special-optimization","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#google-meta-keywords","family":"blog","slug":"search-engine-ranking-factors","statement":"Google Search does not use the keywords meta tag.","source":"https://developers.google.com/search/docs/fundamentals/seo-starter-guide","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-google-meta-keywords","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#ahrefs-aio-top10-38","family":"blog","slug":"search-engine-ranking-factors","statement":"37.9% of URLs cited in Google AI Overviews also appeared in the top 10 organic results for the same query; 863K keyword SERPs, 4M AI Overview URLs.","source":"https://ahrefs.com/blog/ai-overview-citations-top-10/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-ahrefs-aio-top10-38","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#dogfood-mention-citation-gap","family":"blog","slug":"search-engine-ranking-factors","statement":"In the attensira.com workspace, read over the Attensira MCP on 2026-10-04 (30 days): for 'GEO tool that opens pull requests', ChatGPT cited attensira.com in 4 of 12 answers and neither engine named Attensira in any of 24; github.com/GEO-optim/GEO/pulls was the first deciding source on ChatGPT and Perplexity.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-dogfood-mention-citation-gap","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#dogfood-most-cited-source","family":"blog","slug":"search-engine-ranking-factors","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04), most-cited source in ChatGPT answers: help.openai.com, 72 of 321 citations in 12 answers to 'how to rank in ChatGPT for B2B SaaS' and 392 of 1,976 in 57 answers to 'how to get recommended by AI'; developers.google.com, 322 of 2,366 in 57 answers to 'how to track AI search visibility'.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-dogfood-most-cited-source","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#dogfood-most-cited-source-crawlers","family":"blog","slug":"search-engine-ranking-factors","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04), most-cited source in ChatGPT answers: developers.google.com, 679 of 1,104 citations in 30 answers to 'how to see which AI bots crawl my website' and 608 of 1,507 in 33 answers to 'how to block AI crawlers in robots.txt'. The five hero questions total 189 answers.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-dogfood-most-cited-source-crawlers","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#dogfood-dictionary-profound","family":"blog","slug":"search-engine-ranking-factors","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (30 days to 4 October 2026): the most-cited source in ChatGPT's 60 answers to 'Profound alternatives for small businesses' was dictionary.cambridge.org, with 204 of 1,516 citations.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-dogfood-dictionary-profound","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/search-engine-ranking-factors#dogfood-third-party-citations","family":"blog","slug":"search-engine-ranking-factors","statement":"In the attensira.com workspace, read over the Attensira MCP on 2026-10-04 (4,524 answers, 4 September to 4 October 2026, 24 of 31 days), 74,884 of 100,380 citations went to third-party sites, led by developers.google.com 4,381, github.com 1,100, g2.com 1,028, blog.hubspot.com 746, linkedin.com 739 and xseek.io 545.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/search-engine-ranking-factors#claim-dogfood-third-party-citations","entity_title":"Which Search Engine Ranking Factors Actually Matter?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#dogfood-competitor-names","family":"blog","slug":"seo-content-gap-analysis","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (visibility by brand, 2026-09-04 to 2026-10-04, 4,524 ChatGPT and Perplexity answers to 61 prompts, 24 of 31 days read), Semrush was named in 1,621 answers, Profound in 1,420, Ahrefs in 1,171, Peec AI in 988, Otterly AI in 967 and Attensira in 197.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-dogfood-competitor-names","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#dogfood-geo-definition-weak-page","family":"blog","slug":"seo-content-gap-analysis","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (one tracked prompt, 5 September to 4 October 2026), for \"what is generative engine optimization\" attensira.com was cited in 3 of 60 ChatGPT answers and Attensira named in none of 108; en.wikipedia.org was cited in 81 of the 108.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-dogfood-geo-definition-weak-page","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#dogfood-saas-offsite-gap","family":"blog","slug":"seo-content-gap-analysis","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026), for \"AI visibility for SaaS companies\" no brand was named in more than 2 of 112 answers; the first deciding sources on Perplexity were zenmedia.com, visiblie.com and averi.ai guides, none naming Attensira.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-dogfood-saas-offsite-gap","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#dogfood-openai-help-797","family":"blog","slug":"seo-content-gap-analysis","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026), for \"why am I not showing up in ChatGPT\" on ChatGPT, help.openai.com carried 797 of 1,395 citations across 54 answers.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-dogfood-openai-help-797","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#dogfood-agent-article-drafts","family":"blog","slug":"seo-content-gap-analysis","statement":"attensira.com workspace inbox, read over the Attensira MCP on 2026-10-04, held four agent-written article drafts awaiting approval, including \"How to measure share of voice in AI answers\" and \"Does my website show up in Perplexity?\".","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-dogfood-agent-article-drafts","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#dogfood-otterly-alternatives-gap","family":"blog","slug":"seo-content-gap-analysis","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026): of 63 answers read for \"Otterly AI alternatives\", Otterly AI was named in 48; Attensira was named in 0 of 63 and cited in 0 of 63 (ChatGPT 0 of 33). The stored ChatGPT answer of 4 October named Peec AI, Profound, Scrunch AI, Semrush, Ahrefs and Promptwatch.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-dogfood-otterly-alternatives-gap","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-content-gap-analysis#attensira-deciding-weight","family":"blog","slug":"seo-content-gap-analysis","statement":"Attensira ranks deciding sources by citation share times position weight, where position weight is 1 divided by mean position, and marks each source new, better or fix.","source":"https://docs.attensira.com/measure/deciding-sources","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-content-gap-analysis#claim-attensira-deciding-weight","entity_title":"How Do You Run an SEO Content Gap Analysis?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#dogfood-visibility-evening","family":"blog","slug":"seo-ctr","statement":"In the attensira.com workspace, read over the Attensira MCP on 2026-10-04 (4 September to 4 October 2026, 61 questions, answers on 24 of 31 days), Attensira was named in 197 of 4,524 answers and attensira.com was cited in 239; all 197 names came from the 3 questions that contain our name.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-dogfood-visibility-evening","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#dogfood-cited-not-named","family":"blog","slug":"seo-ctr","statement":"Same attensira.com workspace reading over the Attensira MCP, 30 days to 4 October 2026: attensira.com was cited in 12 of 66 answers to 'what is GPTBot', 3 of 108 to 'what is generative engine optimization' and 1 of 108 to 'how much does AI search visibility cost', 16 of 282 together, all on ChatGPT; Attensira was named in none.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-dogfood-cited-not-named","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#dogfood-position","family":"blog","slug":"seo-ctr","statement":"Same attensira.com workspace reading over the Attensira MCP, 4 September to 4 October 2026 (4,524 answers, 24 of 31 days), Attensira's mean position among tracked names when named was 1.0 on ChatGPT (99 answers) and 1.05 on Perplexity (98); attensira.com's mean place in answers' citation lists was 3.31 across 1,525 citations.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-dogfood-position","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#google-sc-ctr-definition","family":"blog","slug":"seo-ctr","statement":"Search Console defines click-through rate as clicks divided by impressions, an impression as how often someone saw a link to your site on Google, and average position as the topmost position of your link averaged across queries.","source":"https://support.google.com/webmasters/answer/7042828","source_host":"support.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-google-sc-ctr-definition","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#ahrefs-ctr-position-1-2025","family":"blog","slug":"seo-ctr","statement":"Ahrefs, 300,000 keywords (150,000 with an AI Overview, 150,000 informational without), aggregated Search Console data: the average position-one CTR for informational keywords was 0.076 in December 2023 and 0.039 in December 2025; for AI Overview keywords it fell from 0.073 to 0.016, a 58% lower CTR where an AI Overview appears. Published 4 February 2026.","source":"https://ahrefs.com/blog/ai-overviews-reduce-clicks-update/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-ahrefs-ctr-position-1-2025","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#pew-ai-summary-clicks","family":"blog","slug":"seo-ctr","statement":"In March 2025, Google users clicked a traditional search result in 8% of visits with an AI summary and 15% without one, and clicked a link inside the summary in 1% of visits; 900 US adults, 68,879 searches.","source":"https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/","source_host":"pewresearch.org","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-pew-ai-summary-clicks","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#google-ai-features-in-search-console","family":"blog","slug":"seo-ctr","statement":"Google includes traffic from AI features in the overall search traffic in Search Console, under the Web search type.","source":"https://developers.google.com/search/docs/appearance/ai-features","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-google-ai-features-in-search-console","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-ctr#attensira-rank-tracking-aio","family":"blog","slug":"seo-ctr","statement":"Attensira's rank tracking reads tracked Google searches once a day, records the best position of the site's pages in the first 30 results, and records whether an AI Overview was shown as true, false or unknown, with the pages it cited.","source":"https://docs.attensira.com/measure/google-search","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-ctr#claim-attensira-rank-tracking-aio","entity_title":"How Do You Improve Organic Click-Through Rate in SEO?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#dogfood-saas-visibility-answer","family":"blog","slug":"seo-for-b-2-b","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04: the tracked question \"AI visibility for SaaS companies\" was answered 112 times by ChatGPT and Perplexity between 5 September and 4 October 2026 and named Attensira in 0; the stored ChatGPT answer of 3 October 2026 says the goal for SaaS is being the answer an AI system selects when a buyer asks comparison questions.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-dogfood-saas-visibility-answer","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#forrester-b2b-ai-94","family":"blog","slug":"seo-for-b-2-b","statement":"Forrester reported that 94% of business buyers used AI in their buying process, up from 89%, and that twice as many buyers named generative AI or conversational search as a more meaningful source of information than any other source.","source":"https://www.forrester.com/blogs/b2b_buyers_make_zero_click_buying_number_one/","source_host":"forrester.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-forrester-b2b-ai-94","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#dogfood-b2b-prompt-set","family":"blog","slug":"seo-for-b-2-b","statement":"The attensira.com workspace tracks 61 prompts on ChatGPT and Perplexity, spanning branded, category, comparison, alternatives, pricing and how-to questions (read over the Attensira MCP on 2026-10-04).","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-dogfood-b2b-prompt-set","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#dogfood-b2b-shortlist","family":"blog","slug":"seo-for-b-2-b","statement":"attensira.com workspace, Attensira MCP reading of 2026-10-04 (4 September to 4 October 2026, answers on 24 of 31 days): for \"best AI visibility tool for B2B SaaS in 2026\", Profound was named in 99 of 111 answers and Attensira in none; otterly.ai was the most-cited deciding source on ChatGPT (469 citations, 63 answers), gracker.ai one on Perplexity.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-dogfood-b2b-shortlist","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#dogfood-b2b-brand-questions","family":"blog","slug":"seo-for-b-2-b","statement":"attensira.com workspace, Attensira MCP, 2026-10-04 (4 Sep to 4 Oct 2026, 24 of 31 days, 4,524 answers): Attensira was named in 197 of the 198 answers to \"what is Attensira\", \"Attensira reviews\" and \"Attensira vs Profound\" (66 of 66, 66 of 66 and 65 of 66), in 0 of 111 answers to \"best AI visibility tool for B2B SaaS in 2026\", and in 0 of the 4,215 answers to the other 57 tracked prompts.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-dogfood-b2b-brand-questions","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#attensira-brand-family","family":"blog","slug":"seo-for-b-2-b","statement":"In Attensira, every subdomain of the workspace domain counts as the brand, and confirmed brand-family properties (other domains, products, sub-brands) count in share of voice, citation rate and position.","source":"https://docs.attensira.com/tracking/brand-family","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-attensira-brand-family","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-for-b-2-b#attensira-approval-modes","family":"blog","slug":"seo-for-b-2-b","statement":"Attensira has three approval modes, Ask, Draft and Act; Draft is the default, and claims such as prices, numbers and competitor names wait for approval in every mode.","source":"https://docs.attensira.com/agent/approval","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-for-b-2-b#claim-attensira-approval-modes","entity_title":"How Does SEO Work for B2B Companies?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-keyword-difficulty#ahrefs-kd-method","family":"blog","slug":"seo-keyword-difficulty","statement":"Ahrefs calculates Keyword Difficulty on a 0 to 100 scale from how many websites link to each of the top 10 ranking pages; KD 0-5 means the top pages barely have backlinks, around 50 a couple of hundred, 90+ thousands.","source":"https://ahrefs.com/blog/keyword-difficulty/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","quote":"We pull the top 10 ranking pages for your keyword and look up how many websites link to each of them.","cite_url":"https://attensira.com/blog/seo-keyword-difficulty#claim-ahrefs-kd-method","entity_title":"What Is Keyword Difficulty in SEO, and How Should You Use It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-keyword-difficulty#dogfood-concentration-examples","family":"blog","slug":"seo-keyword-difficulty","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (deciding sources, 2026-09-04 to 2026-10-04): on ChatGPT help.openai.com held 1,205 of 1,831 citations for \"how to get cited by ChatGPT\" and developers.google.com 708 of 1,915 for \"what is generative engine optimization\"; on Perplexity, the top source for \"best AI search visibility tools\", trustmary.com, held 45 of 577.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-keyword-difficulty#claim-dogfood-concentration-examples","entity_title":"What Is Keyword Difficulty in SEO, and How Should You Use It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-keyword-difficulty#dogfood-starting-price-rank-11","family":"blog","slug":"seo-keyword-difficulty","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (deciding sources, same window): for \"AI search visibility starting price\" on ChatGPT, attensira.com was cited 69 times across 57 answers and ranked 11th among deciding sources by weight, behind G2 with 116 of 1,974 citations.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-keyword-difficulty#claim-dogfood-starting-price-rank-11","entity_title":"What Is Keyword Difficulty in SEO, and How Should You Use It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/seo-keyword-difficulty#dogfood-agencies-perplexity-spread","family":"blog","slug":"seo-keyword-difficulty","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026): for \"best AI search visibility tools for agencies\" on Perplexity, Attensira was named in 0 of 45 answers and the six heaviest deciding sources held 17 to 33 of 468 citations each; the stored answer of 4 October listed eight tools and cited nine pages.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/seo-keyword-difficulty#claim-dogfood-agencies-perplexity-spread","entity_title":"What Is Keyword Difficulty in SEO, and How Should You Use It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#dogfood-inbox-2026-10-04","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"Read over the Attensira MCP on 2026-10-04: On 2026-10-04 the attensira.com workspace inbox held 28 items waiting on a person, 10 of them finished pieces of work (four new articles and six passage rewrites), with no pull request opened because GitHub was not connected.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-dogfood-inbox-2026-10-04","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#dogfood-agency-alternative-answer","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04: ChatGPT's stored answer of 2026-10-04 to \"alternative to hiring a GEO agency\" suggested in-house work, a consultant, freelancers or tools, put GEO retainers at several thousand dollars a month into five figures, and did not name Attensira.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-dogfood-agency-alternative-answer","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#forrester-b2b-ai-94","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"Forrester reported that 94% of business buyers used AI in their buying process, five points up from 89% the year before.","source":"https://www.forrester.com/blogs/b2b_buyers_make_zero_click_buying_number_one/","source_host":"forrester.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-forrester-b2b-ai-94","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#attensira-approval-modes","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"Attensira has three approval modes, Ask, Draft and Act; Draft is the default for new workspaces, Ask waits up to 7 days for a decision, and claims wait for approval in every mode including Act.","source":"https://docs.attensira.com/agent/approval","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-attensira-approval-modes","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#attensira-github-draft-prs","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"Attensira opens pull requests as drafts by default and merges only when a person presses Merge, or a safe change when auto-merge for safe changes is switched on.","source":"https://docs.attensira.com/agent/github","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-attensira-github-draft-prs","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#attensira-cms-drafts","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"When a site lives in Webflow or WordPress, Attensira writes changes as drafts in the customer's own editor and never publishes a new article or deletes a page on its own.","source":"https://docs.attensira.com/agent/cms","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-attensira-cms-drafts","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/ship-ai-search-fix-buyer-playbook#attensira-shortfall-credit","family":"blog","slug":"ship-ai-search-fix-buyer-playbook","statement":"Work Attensira does not deliver is not charged; on the 1st the shortfall against the budget comes back as a credit on the balance.","source":"https://docs.attensira.com/account/plans","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/ship-ai-search-fix-buyer-playbook#claim-attensira-shortfall-credit","entity_title":"How Do You Buy an AI Search Service That Actually Ships Fixes?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#google-directories-grouping","family":"blog","slug":"site-architecture-seo","statement":"Google says using directories to group similar topics can help it learn how often the URLs in individual directories change, and recommends descriptive words in URLs.","source":"https://developers.google.com/search/docs/fundamentals/seo-starter-guide","source_host":"developers.google.com","retrieved_at":"2026-10-04","quote":"Using directories (or folders) to group similar topics can help Google learn how often the URLs in individual directories change.","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-google-directories-grouping","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#google-anchor-text","family":"blog","slug":"site-architecture-seo","statement":"Google says anchor text tells users and Google something about the page being linked to.","source":"https://developers.google.com/search/docs/fundamentals/seo-starter-guide","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-google-anchor-text","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#ahrefs-aio-top10-38","family":"blog","slug":"site-architecture-seo","statement":"37.9% of URLs cited in Google AI Overviews also appeared in the top 10 organic results for the same query; 863K keyword SERPs, 4M AI Overview URLs.","source":"https://ahrefs.com/blog/ai-overview-citations-top-10/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-ahrefs-aio-top10-38","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#dogfood-blog-citations-90d","family":"blog","slug":"site-architecture-seo","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (page citations, 90 days, /blog/ pages), 310 blog URLs were in the page inventory and 3 of them received any citation in ChatGPT or Perplexity answers.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-dogfood-blog-citations-90d","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#dogfood-cited-pages-hubs","family":"blog","slug":"site-architecture-seo","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (4,524 answers, 2026-09-04 to 2026-10-04, 24 of 31 days read), page citations: www.attensira.com/ 72, /compare 61, /alternatives/profound 58, /pricing 58, bare attensira.com/ 47, /compare/attensira-vs-profound 47, /use-cases/saas-startups 41, /use-cases 34.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-dogfood-cited-pages-hubs","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#dogfood-hub-crawler-fetches","family":"blog","slug":"site-architecture-seo","statement":"attensira.com workspace AI traffic, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04, 143,601 AI-crawler requests by claimed user agent, none IP-verified): /industries drew 3,723 requests (7 agent tokens seen), /blog 3,442 (7), /best 3,149 (6), /guides 3,041 (5), /bots 3,033 (5), /tools 2,999 (6), /compare 2,925 (6), /glossary 2,807 (6).","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-dogfood-hub-crawler-fetches","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#dogfood-top-fetched-no-posts","family":"blog","slug":"site-architecture-seo","statement":"attensira.com workspace AI traffic, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04): AI crawlers fetched at least 657 pages, and no individual blog post was among the 30 most-fetched.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-dogfood-top-fetched-no-posts","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-architecture-seo#dogfood-unfetched-pages","family":"blog","slug":"site-architecture-seo","statement":"attensira.com workspace AI traffic, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04, 143,601 AI-crawler requests by claimed user agent, none IP-verified): at least 121 attensira.com pages had zero AI-crawler fetches, including /api-platform and 18 /api-platform/* pages (19 pages, 0 requests each), while at least 657 pages were fetched at least once.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-architecture-seo#claim-dogfood-unfetched-pages","entity_title":"How Should You Structure a Website for SEO and AI Search?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-audit-checklist#google-wait-few-weeks","family":"blog","slug":"site-audit-checklist","statement":"Google says some 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2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-audit-checklist#ai-crawlers-no-js","family":"blog","slug":"site-audit-checklist","statement":"AI crawlers do not execute JavaScript, so client-side analytics never sees them and crawler visits must be measured server-side.","source":"https://docs.attensira.com/traffic/ai-traffic","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-audit-checklist#claim-ai-crawlers-no-js","entity_title":"What Should a Site Audit Checklist Cover in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-audit-checklist#dogfood-cited-pages","family":"blog","slug":"site-audit-checklist","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-04 to 2026-10-04, 4,524 answers): answers cited both https://www.attensira.com/ (72) and https://attensira.com/ (47), and cited /use-cases/saas-startups (41) and /use-cases (34), pages the site rebuild retires.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-audit-checklist#claim-dogfood-cited-pages","entity_title":"What Should a Site Audit Checklist Cover in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-audit-checklist#dogfood-free-checker-prompt","family":"blog","slug":"site-audit-checklist","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-04 to 2026-10-04): \"free AI visibility checker\" was answered 66 times, 33 by ChatGPT and 33 by Perplexity; Attensira was named in 0 of 66 and cited in 0 of 66; Ahrefs was named in 58 of 66.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-audit-checklist#claim-dogfood-free-checker-prompt","entity_title":"What Should a Site Audit Checklist Cover in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/site-audit-checklist#dogfood-free-checker-answer","family":"blog","slug":"site-audit-checklist","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04: the stored ChatGPT answer to \"free AI visibility checker\" of 2026-10-04 named Ahrefs, IsVisible.ai, Semrush, Rank.ai and Praised, cited ahrefs.com, isvisible.ai, semrush.com, rank.ai and praised.co, and did not name Attensira.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/site-audit-checklist#claim-dogfood-free-checker-answer","entity_title":"What Should a Site Audit Checklist Cover in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/third-party-corroboration-ai-search#dogfood-citation-mix","family":"blog","slug":"third-party-corroboration-ai-search","statement":"Read over the Attensira MCP on 2026-10-04: In Attensira's attensira.com workspace, 2026-09-04 to 2026-10-04 on ChatGPT and Perplexity across 61 prompts (4,524 answers, 24 of 31 days read), answers carried 100,380 citations to 3,749 domains; 74,884 went to third-party pages, 14,382 to competitors, 8,383 to AI platforms, 1,588 to our own site and 1,143 to reference sites.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/third-party-corroboration-ai-search#claim-dogfood-citation-mix","entity_title":"What Is Third-Party Corroboration in AI Search, and How Do You Earn It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/third-party-corroboration-ai-search#dogfood-top-ten-slots","family":"blog","slug":"third-party-corroboration-ai-search","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-04 to 2026-10-04, 61 prompts, 4,524 answers on 24 of 31 days): of 1,209 top-ten deciding-source slots across 122 prompt and engine groups, 954 went to third-party pages, 169 to competitors, 63 to AI platforms, 15 to reference sites and 8 to attensira.com.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/third-party-corroboration-ai-search#claim-dogfood-top-ten-slots","entity_title":"What Is Third-Party Corroboration in AI Search, and How Do You Earn It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/third-party-corroboration-ai-search#dogfood-affordable-startups","family":"blog","slug":"third-party-corroboration-ai-search","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026): for \"affordable AI visibility tool for startups\", Attensira was named and cited in 0 of 60 answers (ChatGPT 0 of 30) and Otterly AI led, named in 49 of 60. The stored ChatGPT answer of 4 October listed 14 source domains, none of them attensira.com.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/third-party-corroboration-ai-search#claim-dogfood-affordable-startups","entity_title":"What Is Third-Party Corroboration in AI Search, and How Do You Earn It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/third-party-corroboration-ai-search#dogfood-sel-decides-five","family":"blog","slug":"third-party-corroboration-ai-search","statement":"Read over the Attensira MCP on 2026-10-04: On Perplexity, searchengineland.com pages led the deciding sources for five of the attensira.com workspace's tracked questions, and Attensira was named in none of those five (agent finding, 2026-09-30).","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/third-party-corroboration-ai-search#claim-dogfood-sel-decides-five","entity_title":"What Is Third-Party Corroboration in AI Search, and How Do You Earn It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/third-party-corroboration-ai-search#attensira-offsite-rules","family":"blog","slug":"third-party-corroboration-ai-search","statement":"Attensira sends nothing from an Attensira domain; pitches go from the customer's own mailbox, capped at two pitches and three directory listings a day per workspace, and community answers are always drafted for the customer to post.","source":"https://docs.attensira.com/agent/off-site","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/third-party-corroboration-ai-search#claim-attensira-offsite-rules","entity_title":"What Is Third-Party Corroboration in AI Search, and How Do You Earn It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/third-party-corroboration-ai-search#attensira-placement-verified","family":"blog","slug":"third-party-corroboration-ai-search","statement":"A placement is verified only when the page shows the brand by name or link and an answer later cites that page; until then it is placed and re-checked daily for sixty days.","source":"https://docs.attensira.com/agent/off-site","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/third-party-corroboration-ai-search#claim-attensira-placement-verified","entity_title":"What Is Third-Party Corroboration in AI Search, and How Do You Earn It?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-an-seo-report#dogfood-reporting-question","family":"blog","slug":"what-is-an-seo-report","statement":"attensira.com workspace, Attensira MCP reading of 2026-10-04 (30 days): for \"AI visibility reporting tool for client reports\", Semrush was named in 43 of 108 answers and Attensira in none; the first deciding sources were agencyscope.ai on ChatGPT and a cognizo.ai guide on Perplexity.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-an-seo-report#claim-dogfood-reporting-question","entity_title":"What Should an SEO Report Include?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-an-seo-report#dogfood-reporting-answer","family":"blog","slug":"what-is-an-seo-report","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04: Perplexity's stored answer of 2026-10-04 to \"AI visibility reporting tool for client reports\" named Amplitude's AI Visibility Report, cited botsee.io, trakkr.ai, customerimpact.be, amplitude.com, wellows.com and maxaeo.ai first, and neither named nor cited Attensira.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-an-seo-report#claim-dogfood-reporting-answer","entity_title":"What Should an SEO Report Include?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-an-seo-report#attensira-board-report","family":"blog","slug":"what-is-an-seo-report","statement":"Attensira's board report covers the last complete week, month or quarter in six sections (summary, goals, what shipped, spend, visibility, next period), uses no movement words unless a re-read proved the change, and writes counts as X of N answers.","source":"https://docs.attensira.com/agent/reports","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-an-seo-report#claim-attensira-board-report","entity_title":"What Should an SEO Report Include?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-an-seo-report#attensira-report-link","family":"blog","slug":"what-is-an-seo-report","statement":"Every Attensira report gets a signed link that opens without an account, lasts 180 days and prints to PDF.","source":"https://docs.attensira.com/agent/reports","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-an-seo-report#claim-attensira-report-link","entity_title":"What Should an SEO Report Include?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-an-seo-report#dogfood-report-month","family":"blog","slug":"what-is-an-seo-report","statement":"Read over the Attensira MCP on 2026-10-04: for 2026-09-04 to 2026-10-04 the attensira.com workspace read its tracked prompts on ChatGPT and Perplexity on 23 of 31 days and had no shipped change with a re-read verdict; 10 finished pieces of work were waiting for approval on 2026-10-04.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-an-seo-report#claim-dogfood-report-month","entity_title":"What Should an SEO Report Include?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-an-seo-report#google-wait-weeks","family":"blog","slug":"what-is-an-seo-report","statement":"Google says some changes take effect in hours and others in months, and that you generally want to wait a few weeks to assess whether your work had beneficial effects.","source":"https://developers.google.com/search/docs/fundamentals/seo-starter-guide","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-an-seo-report#claim-google-wait-weeks","entity_title":"What Should an SEO Report Include?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-search-intent#google-qrg-intents","family":"blog","slug":"what-is-search-intent","statement":"Google's Search Quality Rater Guidelines (September 11, 2025 edition) describe queries as having one or more of Know (some Know Simple), Do, Website and Visit-in-person intents.","source":"https://guidelines.raterhub.com/searchqualityevaluatorguidelines.pdf","source_host":"guidelines.raterhub.com","retrieved_at":"2026-10-04","quote":"It can be helpful to think of queries as having one or more of the following intents.","cite_url":"https://attensira.com/blog/what-is-search-intent#claim-google-qrg-intents","entity_title":"How Do You Identify and Match Search Intent?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-search-intent#dogfood-intent-deciders","family":"blog","slug":"what-is-search-intent","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (deciding sources, 30 days): on ChatGPT, OpenAI's help centre held 1,205 of 1,831 citations in 57 answers for \"how to get cited by ChatGPT\" (2026-09-05 to 2026-10-04); for \"what is GPTBot\", developers.openai.com/api/docs/bots was the first deciding source on ChatGPT and Perplexity.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-search-intent#claim-dogfood-intent-deciders","entity_title":"How Do You Identify and Match Search Intent?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-search-intent#dogfood-intent-lists","family":"blog","slug":"what-is-search-intent","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (deciding sources, 30 days): for \"best answer engine optimization tools\", otterly.ai was the first deciding source on ChatGPT and blog.hubspot.com on Perplexity; for \"how much does AI search visibility cost\", searchable.com/pricing was first on ChatGPT.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-search-intent#claim-dogfood-intent-lists","entity_title":"How Do You Identify and Match Search Intent?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-search-intent#dogfood-intent-outcomes","family":"blog","slug":"what-is-search-intent","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04): Attensira was named in none of the 115 answers to \"best answer engine optimization tools\" and cited in 1 of the 108 answers to \"how much does AI search visibility cost\"; for \"what is Attensira\" it was named in 66 of 66 answers and cited in 63, its own site first among deciding sources on both engines.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-search-intent#claim-dogfood-intent-outcomes","entity_title":"How Do You Identify and Match Search Intent?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-search-intent#dogfood-ahrefs-alternatives-list","family":"blog","slug":"what-is-search-intent","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026): for \"Ahrefs alternatives for AI search\", Attensira was named in 0 of 118 answers (Perplexity 0 of 61). The stored Perplexity answer of 3 October listed five tools and cited ten \"Ahrefs alternatives\" pages.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-search-intent#claim-dogfood-ahrefs-alternatives-list","entity_title":"How Do You Identify and Match Search Intent?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#google-sc-definitions","family":"blog","slug":"what-is-seo-visibility","statement":"Search Console counts an impression each time someone saw a link to your site on Google, and defines click-through rate as clicks divided by impressions.","source":"https://support.google.com/webmasters/answer/7042828","source_host":"support.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-google-sc-definitions","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#ahrefs-ctr-position-1-2025","family":"blog","slug":"what-is-seo-visibility","statement":"Ahrefs, 300,000 keywords (150,000 with an AI Overview, 150,000 informational without), aggregated Search Console data: the average position-one CTR for informational keywords was 0.076 in December 2023 and 0.039 in December 2025; for AI Overview keywords it fell from 0.073 to 0.016, a 58% lower CTR where an AI Overview appears. Published 4 February 2026.","source":"https://ahrefs.com/blog/ai-overviews-reduce-clicks-update/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-ahrefs-ctr-position-1-2025","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#attensira-sov-definition","family":"blog","slug":"what-is-seo-visibility","statement":"Attensira's share of voice is successful runs naming the brand divided by all successful runs in the window; competitor rates use the same denominator and do not sum to 100%.","source":"https://docs.attensira.com/measure/share-of-voice","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-attensira-sov-definition","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#dogfood-visibility-attensira","family":"blog","slug":"what-is-seo-visibility","statement":"In the attensira.com workspace, read over the Attensira MCP on 2026-10-04 (4 September to 4 October 2026, 61 tracked questions on ChatGPT and Perplexity, answers on 24 of 31 days), Attensira was named in 197 of 4,524 answers (99 of 2,349 on ChatGPT, 98 of 2,175 on Perplexity) and attensira.com was cited in 239 of 4,524 (154 of 2,349 and 85 of 2,175).","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-dogfood-visibility-attensira","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#dogfood-visibility-by-prompt","family":"blog","slug":"what-is-seo-visibility","statement":"In the same attensira.com workspace reading over the Attensira MCP, split by question, all 197 answers that named Attensira came from \"what is Attensira\", \"Attensira reviews\" and \"Attensira vs Profound\" (named in 66 of 66, 66 of 66 and 65 of 66 answers, 197 of 198 together) and Attensira was named in no answer for the other 58 tracked prompts.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-dogfood-visibility-by-prompt","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#dogfood-visibility-by-topic","family":"blog","slug":"what-is-seo-visibility","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (30 days to 4 October 2026, per-question windows), named vs cited summed by topic: Pricing \u0026 budget (2 questions) named in 0 of 217 answers, attensira.com cited in 43 of 217; AI crawlers (4) 0 of 249 and 12 of 249; Dev tools \u0026 docs-in-Git (11) 0 of 261 and 4 of 261.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-dogfood-visibility-by-topic","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#dogfood-visibility-by-topic-2","family":"blog","slug":"what-is-seo-visibility","statement":"Same attensira.com workspace reading over the Attensira MCP (30 days to 4 October 2026, per-question windows), named vs cited by topic: GEO how-to \u0026 education (6 questions) named in 0 of 663, cited in 3 of 663; Not showing up in AI (3) 0 of 340 and 1 of 340; Product category searches (7) 0 of 775 and 0 of 775.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-dogfood-visibility-by-topic-2","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#dogfood-reviews-named-vs-cited","family":"blog","slug":"what-is-seo-visibility","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (5 September to 4 October 2026, per-question reading): for \"Attensira reviews\" on ChatGPT and Perplexity, Attensira was named in 66 of 66 answers and attensira.com was cited in 52 of 66, so 14 answers named Attensira without citing attensira.com.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-dogfood-reviews-named-vs-cited","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-seo-visibility#dogfood-perplexity-question-answer","family":"blog","slug":"what-is-seo-visibility","statement":"In the attensira.com workspace, read over the Attensira MCP on 2026-10-04, ChatGPT answered \"does my website show up in Perplexity\" 60 times in the 30 days to 4 October 2026 and named Attensira in none; the stored answer of 4 October 2026 asked for the site's URL, listed crawl, citation and structure checks, and cited crawlconsole.com, greaterthanservices.com and gazerank.com inline.","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-seo-visibility#claim-dogfood-perplexity-question-answer","entity_title":"What Is SEO Visibility, and How Do You Measure It Honestly?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#google-video-best-practices","family":"blog","slug":"what-is-video-seo","statement":"Google recommends a dedicated watch page for each video where it makes sense, embedding the video so it is not hidden, VideoObject structured data with unique thumbnailUrl, name and description, video sitemaps, thumbnails of at least 60x30 pixels at a stable URL, and Clip or SeekToAction markup for key moments.","source":"https://developers.google.com/search/docs/appearance/video","source_host":"developers.google.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-google-video-best-practices","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#ahrefs-youtube-aio","family":"blog","slug":"what-is-video-seo","statement":"YouTube accounted for 5.6% of all Google AI Overview citations and was the most cited domain, growing 34% over six months; 18.2% of citations from pages not ranking in Google's top 100 were YouTube URLs.","source":"https://ahrefs.com/blog/ai-overview-citations-top-10/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-ahrefs-youtube-aio","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#dogfood-youtube-citations","family":"blog","slug":"what-is-video-seo","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04: 2026-09-04 to 2026-10-04, youtube.com received 245 of 100,380 citations across ChatGPT and Perplexity answers to 61 prompts (4,524 answers, 24 of 31 days read).","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-dogfood-youtube-citations","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#dogfood-perplexity-not-showing-domains","family":"blog","slug":"what-is-video-seo","statement":"attensira.com workspace, read over the Attensira MCP on 2026-10-04 (2026-09-05 to 2026-10-04): in 54 Perplexity answers to \"why am I not showing up in ChatGPT\", with 535 citations in total, the most-cited domains were youtube.com (96), help.openai.com (66), community.openai.com (48), learn.microsoft.com (46), chatgpt.com (37) and techcrashfix.com (26).","source":"https://mcp.attensira.com/mcp","source_host":"mcp.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-dogfood-perplexity-not-showing-domains","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#attensira-youtube-surface","family":"blog","slug":"what-is-video-seo","statement":"Attensira offers YouTube as a surface to be found on at signup and measures it through the citations in AI answers.","source":"https://docs.attensira.com/start/first-fifteen-minutes","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-attensira-youtube-surface","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#attensira-video-role","family":"blog","slug":"what-is-video-seo","statement":"An Attensira project is staffed with a crew from a fixed set of roles; the Video role wakes when a video AI answers cite needs a better title, description or chapters.","source":"https://docs.attensira.com/agent/projects","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-attensira-video-role","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/what-is-video-seo#attensira-youtube-connection","family":"blog","slug":"what-is-video-seo","statement":"Attensira's YouTube connection reads your channel, its videos and their stats, and their captions, and can change nothing on YouTube yet.","source":"https://docs.attensira.com/agent/plugins","source_host":"docs.attensira.com","retrieved_at":"2026-10-04","cite_url":"https://attensira.com/blog/what-is-video-seo#claim-attensira-youtube-connection","entity_title":"How Do You Do Video SEO in 2026?","last_updated":"2026-10-04","status":"reviewed"},{"id":"blog/why-brand-missing-from-ai-search-answers#ahrefs-ai-overlap-12","family":"blog","slug":"why-brand-missing-from-ai-search-answers","statement":"Only 12% of links cited by ChatGPT, Gemini and Copilot appear in Google's top 10 for the same prompt; Perplexity's overlap was 28.6%. Sample of 15,000 long-tail queries.","source":"https://ahrefs.com/blog/ai-search-overlap/","source_host":"ahrefs.com","retrieved_at":"2026-10-04","quote":"Only 12% of links cited by ChatGPT, Gemini, and Copilot appear in Google's top 10 results for the same prompt.","cite_url":"https://attensira.com/blog/why-brand-missing-from-ai-search-answers#claim-ahrefs-ai-overlap-12","entity_title":"Why Is Your Brand Missing From AI Search Answers?","last_updated":"2026-10-04","status":"reviewed"}],"total":1914,"next_cursor":"MjAw"}