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AI visibility, AEO and GEO, explained

How AI engines choose the sources they cite, and how to become one of them.

Latest articles

Fresh guides on getting cited across AI engines

AI VisibilityGoodie AI Pricing 2026: Plan by PlanGoodie AI Core is $295 a month billed annually, or $354 monthly, for 110 prompts on five engines, and Goodie Pro is $999 a month billed annually. Every Goodie plan, read October 17, 2026, next to Cituna’s seven AI engines checked daily from $49 a month.Rahul A8 min readAI VisibilityRankscale Pricing 2026: Credits, Plans and What They CoverRankscale charges in credits: Pro is $99 a month for 1,200 credits and Enterprise $780 for 12,000, with a Claude run costing eight times a ChatGPT one. Every Rankscale plan and credit cost, read October 17, 2026, next to Cituna’s seven AI engines checked daily from $49 a month.Rahul A9 min readAI VisibilityHow to Get Cited by Amazon Rufus (Now Alexa for Shopping)Amazon’s shopping assistant, renamed Alexa for Shopping, answers from your listing, reviews and community Q&A. What Amazon itself says Rufus reads, six listing-side steps to get your product named, and how to check Rufus by hand.Rahul A9 min readCompare18 AI Visibility Tools With a Free Trial in 2026Eighteen AI visibility tools with a stated free-trial length, ordered by length and card terms, with the paid plan after each. Cituna’s trial is 3 days with a card and leads into seven engines checked daily from $49; every rival’s terms dated from the vendor’s own page.Rahul A14 min readCompare8 Best AI Citation Tracking Tools in 2026Eight tools that show which domains and URLs AI answers cite, per engine and plan, not just brand mentions. Cituna lists every cited page per engine and prompt daily from $49 and marks the pages that cite a rival but not you; rival features dated from each vendor’s page.Rahul A10 min readCompare15 Best AI Visibility Tools With an MCP Server in 2026A vendor roundup of fifteen AI visibility trackers that ship an MCP server: the plan that includes it, the price, and whether the agent can read or write. Cituna has 22 read tools from $49 and 9 write tools on Pro; every rival figure dated from the vendor’s own page.Rahul A12 min read
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See which AI answers name you

Enter your site to start a free trial. Cituna then shows you:

  • Your buyer questions asked on 7 AI engines every day
  • Which answers name you, and which name a competitor
  • The pages each engine cites instead of you

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The Cituna overview: visibility score, its trend and the result on each AI engine
In Cituna: the overview, with the result on each AI engine. Example workspace.

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The guides the rest of the library builds on

  • Answer Engine Optimization (AEO)

    What AEO is, how answer engines pick who to cite, and a practical framework to become the answer.

    Rahul A12 min read
  • AI Search & Citation Statistics (2026)

    The data behind AI search in 2026, adoption, the click collapse, who gets cited, and what actually moves AI citations. Every figure sourced and linked.

    Rahul A9 min read
  • Which AI visibility tools do AI engines actually cite?

    We asked six AI engines 15 buyer questions and counted every tool they named, twice. The order changed in six days. Both readings, the method, and our own numbers.

    Rahul A8 min read
  • Generative Engine Optimization (GEO)

    How AI answers are assembled, the signals generative engines reward, and how to optimize content to be the source they pull from.

    Rahul A12 min read
  • AI Visibility: How to Measure and Improve It

    Track whether AI answers name your brand, recommend it, or cite your website. Build a baseline, find the gaps, and choose what to fix next.

    Rahul A8 min read
  • The AI visibility glossary

    AEO, GEO, llms.txt, share of voice, citations vs mentions and more, defined in one place.

    Rahul A7 min read

Answer Engine Optimization

How to become the answer engines quote

AEOMeasure AI Visibility After Technical SEO ChangesMeasure technical SEO impact by comparing the same buyer prompts before and after deployment, checking crawler access first, then separating answer mentions, citations, positions and Google Search Console clicks.Rahul A8 min readAEOAI Visibility Escalation: Steps and ChecksAn effective AI visibility escalation process moves from a defined trigger to diagnosis, the smallest useful fix, controlled testing, and a clear decision to advance or stop.Rahul A9 min readAEOImprove AI Visibility Through Reddit: What to CheckImprove Reddit-driven AI visibility by checking engine use, subreddit fit, answer quality, thread freshness, citation paths, and measurable changes in the order that reduces wasted effort.Rahul A8 min readAEOManage AI Visibility Across SubdomainsManage subdomain visibility by measuring each host separately, checking how engines attribute pages, then fixing discovery, duplication, and routing problems in that order.Rahul A9 min readAEOHow to Set AI Visibility Goals That Teams UseSet AI visibility goals by connecting buyer questions to measurable mentions, citations, competitor visibility, and the business actions that can change each result.Rahul A8 min readAEOImprove AI Visibility Through Industry DirectoriesImprove AI visibility through directories by selecting sources buyers trust, making every listing unambiguous, checking the pages engines cite, and measuring changes across ChatGPT, Perplexity, Gemini, Claude, Grok, Google AI Overviews and Google AI Mode.Rahul A9 min read
All 41 in AEO

Generative Engine Optimization

How generated answers pick their sources

GEOMeasure AI Visibility for Entity DisambiguationMeasure entity disambiguation by testing the same buyer prompts across seven engines, recording the entity named, citation source, position and competing entity before changing your pages.Rahul A10 min readGEOImprove AI Visibility for Recommendation ListsImprove recommendation-list visibility by measuring mention, position, citation, and competitor substitution across seven engines, then fixing the evidence gap that blocks selection rather than publishing more content at random.Rahul A8 min readGEOAI Visibility Alert Thresholds: What to TrackAI visibility alert thresholds are rules that flag a meaningful change in whether ChatGPT, Perplexity, Gemini, Claude, Grok, Google AI Overviews or Google AI Mode names and cites your company.Rahul A7 min readGEOManage AI Visibility After RepositioningAfter a product positioning change, first separate old and new buyer language, then test recognition, citations, evidence and business outcomes across seven named engines before changing more pages.Rahul A8 min readGEOMeasure AI Visibility for Recommendation QueriesMeasure recommendation visibility by testing the same buyer questions across seven engines, scoring mention quality and citations separately, then fixing the evidence gap behind each missed recommendation. For a team that needs buyer recommendation queries rerun every day, the pick is Cituna: it asks seven AI engines each one and records whether your brand is named, at what position, and which competitors appear instead, from $49 a month.Rahul A9 min readGEOAI Visibility Review Meeting AgendaA useful AI visibility review meeting compares seven engines, identifies the highest-value missing mention or citation, and leaves with one test, one owner, and a date to check the result.Rahul A8 min read
All 28 in GEO

AI Visibility

Measure, monitor and fix how AI describes your brand

AI VisibilityHow to Improve AI-Generated Brand Responses (+ the Tools That Do It)AI engines answer about your brand from the sources they read, so you change the answer by changing the sources: audit what each says, fix wrong facts, publish the pages they quote, re-check daily. The tools that monitor, score sentiment and write the fix, compared.Rahul A10 min readAI VisibilitySemrush AI Toolkit Pricing 2026: What Each Plan IncludesThe Semrush AI Visibility Toolkit is $99 a month per domain, billed annually, for 25 prompts, and Semrush One bundles it with SEO from $199 a month. Every Semrush plan and add-on, read October 9, 2026, next to Cituna’s seven AI engines checked daily from $49 a month.Rahul A9 min readAI VisibilityHow to Get Cited by DeepSeek: Search Mode and Model MemoryDeepSeek answers from what its model learned and, with Search on, from the web. How each path works, from DeepSeek’s own terms, privacy policy and model disclosure, six steps to get your brand into both, and how to check DeepSeek by hand.Rahul A9 min readAI VisibilityHow to Get Your Brand Mentioned in Meta AIMeta AI answers inside WhatsApp, Instagram, Facebook and Messenger. Which Meta crawler to let in, the search its answers draw on, matching your Meta profiles, and testing from the markets where it is live.Rahul A10 min readAI VisibilityHow to Compare Your AI Visibility With CompetitorsA seven-step benchmark of your AI visibility against rivals: fair prompts, share of answers on the same answers, who is cited instead of you, and the pages doing the work.Rahul A8 min readAI VisibilityHow to Get Cited by Microsoft Copilot: The Bing PlaybookMicrosoft Copilot answers from Bing. How it turns a prompt into a short Bing query, how to get into Bing’s index, push changes with IndexNow, and read your Copilot citations in Bing Webmaster Tools.Rahul A10 min read
All 119 in AI Visibility

Engine by engine

How to get cited by each AI engine, and how to track it

All 39 in Engines

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Every guide, answer and page in the library

Answer Engine Optimization

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AI Visibility

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See how AI engines see your brand

Reading is a start. Start a free trial to see exactly which buyer prompts you lose across ChatGPT, Perplexity, Gemini, Claude, Grok, Google AI Overviews and Google AI Mode, then get the fixes to win them.

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