Best Generative Engine Optimization (GEO) Tools in Canada - Page 5

Find and compare the best Generative Engine Optimization (GEO) tools in Canada in 2026

Use the comparison tool below to compare the top Generative Engine Optimization (GEO) tools in Canada on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.

  • 1
    GetMint Reviews

    GetMint

    GetMint

    €79 per month
    GetMint transforms insights gained from AI searches into actionable strategies that address content deficiencies, engage target audiences, and broaden brand visibility across over 150,000 partner media platforms. This comprehensive platform empowers teams to keep tabs on their brand's presence, identify content voids, and enhance their visibility within the AI landscape. Users can monitor real-time mentions in AI-generated content, pinpoint credible sources, assess their competitive stance, and create as well as refine content to boost their online presence. Additionally, they can strategically distribute content to effectively influence large language models, while also evaluating the impact and performance of their initiatives. GetMint is designed to be compatible with all major large language models, equipping brands with the insights needed to comprehend how AI assistants and generative search engines reference them across platforms like ChatGPT, Google AI Overview, Gemini, Claude, Perplexity, Grok, Microsoft Copilot, and Mistral. Furthermore, it offers extensive support for monitoring AI visibility, conducting strategic and operational assessments, optimizing content, analyzing sources, and comparing competitors, thereby ensuring brands stay ahead in the rapidly evolving digital landscape. Ultimately, GetMint provides a powerful suite of tools that drives informed decision-making and enhances brand strategy in the age of AI.
  • 2
    PallasAI Reviews

    PallasAI

    PallasAI

    $699.99 per year
    PallasAI stands as the leading platform for Answer Engine Optimization in the era of AI search, designed to ensure that brands are not merely indexed links but are recognized as the recommended answers by AI. With millions turning to AI assistants like ChatGPT, Perplexity, Claude, and Gemini to determine who to trust, traditional search engine marketing is no longer sufficient to capture these pivotal recommendation points. PallasAI offers AI search optimization that autonomously monitors, diagnoses, and enhances brand visibility across key answer engines. It begins with a real-time AI visibility audit that reveals how many AI systems actively endorse the brand, where they overlook it, where they misstate facts, and which issues can be resolved with a single click. The thorough 23-point AI visibility assessment determines if AI assistants can access the brand, if they select it, and if they accurately describe it. In addition, PallasAI addresses significant visibility gaps instantly, integrating smoothly with Shopify to implement changes that reflect directly in the online store. By empowering brands to optimize their presence in AI search, PallasAI ensures they remain at the forefront of evolving digital landscapes.
  • 3
    Meev Reviews

    Meev

    Meev

    $39 per month
    Meev is an advanced AI SEO tool designed to secure a prominent presence in future AI platforms such as ChatGPT, Claude, and others. It meticulously monitors a brand's visibility across key AI search surfaces and Google Search, translating this information into a strategic action plan that outlines necessary fixes, new content to publish, or pitches to pursue. By first assessing the user’s domain, current pages, relevant topics, and signals from Google Search Console, Meev gains insights into the site's focus and existing rankings. Subsequently, it uncovers gaps in AI citations, competitor weaknesses, opportunities in SERPs, emerging trends, and potential topics, organizing recommended actions based on their impact and effort, ensuring that teams always prioritize the most effective strategies. Additionally, Meev can generate high-quality content that is crafted to attract citations, with each draft undergoing a rigorous 16-point quality assessment that evaluates aspects such as depth, accuracy, originality, readability, SEO effectiveness, and overall engagement. This comprehensive approach ensures that brands are well-equipped to enhance their online visibility and capitalize on AI advancements.
  • 4
    Sight AI Reviews

    Sight AI

    Sight AI

    $49 per month
    Sight AI serves as an intelligent assistant tailored for content marketing and enhancing traffic, designed to autonomously boost organic website visits. It identifies optimal content opportunities, crafts high-quality articles, and manages their publication automatically, enabling brands to achieve higher rankings on Google and gain endorsements from AI platforms like ChatGPT, Claude, Gemini, Perplexity, and Grok. Users can communicate their needs in simple language, and the agent will conduct keyword research, evaluate traffic potential, suggest writing topics, generate articles, assess performance, refine web pages, and assist in complete site setup. Functioning as a proficient SEO and content strategist, Sight AI possesses continuous memory throughout interactions, meticulously tracking elements such as brand voice, ideal customer profile, publishing preferences, and guidelines like refraining from competitor comparisons. Additionally, it integrates seamlessly with Slack, sharing successes, highlighting issues, offering data-driven recommendations for next steps, facilitating team approvals through simple responses, executing tasks, and providing updates on progress, ensuring teams remain informed and engaged in the process. This streamlined approach empowers brands to focus on their core activities while maximizing their online presence effortlessly.
  • 5
    BrandGEO Reviews

    BrandGEO

    A2Z Web Pte. Ltd.

    $79/month
    BrandGEO provides a comprehensive analysis of how various AI platforms, including ChatGPT, Claude, Gemini, Grok, and DeepSeek, perceive your brand. With a quick, complimentary 2-minute audit, you receive scores across six different dimensions for all five AI models, along with prioritized recommendations for improvements. The service includes customizable white-label reports suitable for agencies. - Evaluations span all five leading AI platforms: ChatGPT, Claude, Gemini, Grok, and DeepSeek. - Scoring is based on a weighted scale of 150 points, normalized to 100. - Audits can be conducted in two modes: utilizing trained memory or live web searches, clearly displaying any discrepancies. - Confidence levels for each area are transparently communicated as KNOW, PARTIAL, or GUESSING. - An AI-generated action plan is provided, categorized by priority (P0, P1, P2), along with a detailed 90-day roadmap. - The service also offers ready-to-use JSON-LD and code snippets derived from a real-time site crawl. - Users benefit from weekly monitoring, competitor benchmarking, and alerts for any significant drops. - Agencies can utilize white-label PDF reports to present findings professionally. - Best of all, the 2-minute audit is completely free and requires no credit card information, with SOC 2 Type II compliance ensuring data security.
  • 6
    Clovion AI Reviews

    Clovion AI

    Clovion AI

    $95/month
    Clovion serves as a comprehensive AI visibility and GEO platform that illustrates the frequency, timing, and locations where AI systems endorse your brand. It allows users to monitor daily visibility across six distinct AI search surfaces, compare their performance with rivals, assess sentiment, and receive prioritized suggestions for increasing citations. The platform integrates three essential workflows into a continuous cycle: Track (observing brand mentions, share of voice, and positioning across all six engines), Analyze (gaining insights into brand perception, sentiment triggers, and competing brands), and Improve (receiving tailored GEO recommendations that enhance content structure, schema, authority signals, technical readiness, and AI crawlability). Additionally, Clovion provides each brand with a singular composite visibility score ranging from 0 to 100, derived from various factors including mentions, prominence, share of voice, citations, and overall sentiment. This holistic approach enables brands to not only understand their visibility but also take actionable steps to enhance their presence in the AI landscape.
  • 7
    RankControl Reviews

    RankControl

    RankControl

    $400/mo
    RankControl is an innovative AI-driven SEO and AEO platform designed to generate content that is favored by various AI systems like ChatGPT, Claude, Perplexity, Gemini, Grok, and Google AI Mode, in addition to achieving high rankings in conventional search engines. The platform utilizes a team of seven specialized AI agents that manage the entire content lifecycle, including research, planning, writing, publishing, outreach, and monitoring, all while providing transparent tracking through a comprehensive audit trail. It analyzes a brand's website to understand its unique voice, products, and competitive landscape, while also pinpointing queries where other brands are receiving recommendations and prioritizing topics based on opportunity. The Content Engine delivers content tailored to the brand's identity, optimized for citations, across various formats, and allows for an interactive process where drafts can be reviewed, commented on, approved, and seamlessly published as native posts in an existing content management system. Additionally, AI Visibility monitors citations and mentions of competitors across six different AI search engines, providing alerts when a brand is referenced and offering insights into which search queries and platforms effectively drive traffic and engagement. This comprehensive approach ensures that brands not only enhance their visibility but also stay ahead in the competitive landscape of digital content.
  • 8
    OmniSEO Reviews

    OmniSEO

    OmniSEO

    $45 per month
    OmniSEO is an innovative platform that utilizes AI to enhance search visibility for brands by enabling them to track, assess, and refine their presence across various AI-driven search engines such as ChatGPT, Google AI Overviews, Claude, Perplexity, Gemini, Copilot, and Meta AI, among others. The Prompt Research feature is designed to help brands pinpoint valuable questions to target by displaying prompts they currently rank for, showcasing competitors that appear alongside them, and providing insights into the volume of prompt queries so teams can focus on the most promising topics. Additionally, Prompt Tracking keeps an eye on how brands are discovered through specific conversational queries, highlighting visibility trends, mentions, citations, and fluctuations over time. The Competitor Analysis tool serves as a benchmark for evaluating AI search presence and share of voice against industry competitors, revealing gaps in coverage and identifying areas where rivals may excel. Furthermore, Citation Tracking meticulously tracks when and where large language models reference a brand's content, identifies the domains and URLs that influence AI-generated answers, and uncovers new opportunities to enhance visibility and drive traffic effectively. This comprehensive approach ensures that brands remain competitive in the rapidly evolving landscape of AI search.
  • 9
    Surfaced Reviews

    Surfaced

    EXPX B.V.

    $39/month
    Surfaced serves as a generative engine optimization (GEO) and answer engine optimization (AEO) platform that illustrates a brand's visibility when individuals seek recommendations from AI assistants, effectively bridging any existing gaps. It allows users to select the prompts, countries, languages, and engines for queries, tracking 12 different engines such as ChatGPT, Google Gemini, Google AI Overviews, Claude, and Perplexity. The prompts are executed in a browser from the specified location, ensuring that the results reflect what consumers in that market actually experience. Each response is evaluated based on criteria like brand visibility, citation accuracy, mention rank, sentiment analysis, and the share of voice compared to competitors. This gives insights into which brands are favored over yours, the specific pages cited by the engines, and instances where your brand may be misrepresented or described inaccurately. For every identified gap in brand representation, Surfaced generates tailored articles, landing pages, FAQs, and schema, all crafted in the target language rather than relying on machine translation, ensuring authenticity and relevance in communication. By doing so, it enhances the brand's online presence and helps it resonate more effectively with its intended audience.
  • 10
    Optimus Pass Reviews

    Optimus Pass

    GO-Ultra, LLC

    $199.00 per month
    Optimus Pass serves as a platform designed for AI visibility and crawler access. Its complimentary checker assesses the robots.txt file while identifying nine different AI crawler identities, including GPTBot and Googlebot, clearly outlining the rules that dictate each Allow/Block status. The comprehensive Visibility Audit evaluates SEO, GEO, and AEO Beta metrics per page, featuring a Fix First priority system to guide teams on which changes to implement first. Additionally, an independent Ad Compliance scanner analyzes ad content against 65 risk indicators spanning ten platform profiles. This tool is particularly beneficial for founders, SEO consultants, and agencies seeking tangible evidence rather than mere assurances. The free tier allows for three checks, while the Professional plan is priced at $199 per month for 50 checks, the Agency plan at $599 per month for 250 checks, and a one-time audit service is available for $1,995. Optimus Pass aims to streamline the optimization process for its users.
  • 11
    meraGEO Reviews

    meraGEO

    meraGEO

    $19/month
    meraGEO is an online generative engine optimization (GEO) and AI visibility platform designed for businesses that want to evaluate how AI assistants portray their brands. The tool surveys inquiries made by consumers across various AI platforms such as ChatGPT, Claude, and Gemini, documenting the presence of a business, its ranking within the results, and the competitors that are mentioned alongside. Additionally, users have the option to submit personalized questions and monitor their visibility scores through weekly assessments. It also provides insights into web searches that AI assistants might reference when responding to queries, enabling users to pinpoint relevant topics and pages that require attention. The reports generated suggest actionable steps, including the development or refinement of llms.txt files, FAQs, comparison content, page descriptions, and citation targets, with higher-tier plans offering page rewriting services as well. Designed specifically for marketing teams, business founders, SEO consultants, and agencies, meraGEO aims to enhance clients' visibility in AI-generated responses. Moreover, a complimentary initial scan is offered without any requirement for registration, making it easily accessible for potential users.
  • 12
    DeepAudit Reviews

    DeepAudit

    Canlah AI

    $99 one-time
    DeepAudit is a diagnostic tool for AI search visibility developed by Canlah AI, an SEO and generative engine optimization firm based in Singapore. It engages with ChatGPT and Gemini to pose buyer-specific inquiries regarding a business while assessing the frequency of the brand's mentions alongside three chosen competitors, meticulously noting the pages and sources referenced in the responses. Additionally, the tool conducts a thorough evaluation of the business's website and external presence to identify any factors that might hinder its visibility in AI results. Clients are provided with a comprehensive PDF report, ranging between 40 and 80 pages, which includes an evidence pack of AI-generated responses, a summary, a prioritized list of necessary improvements, and a 90-day action plan for implementation. This report is delivered via email within seven working days after the confirmation of the questions. By utilizing DeepAudit, marketing teams, entrepreneurs, businesses, and agencies gain valuable insights into how AI-generated responses reflect their brand and what crucial steps they need to take to enhance their visibility. Ultimately, this tool empowers businesses to make informed decisions that can significantly improve their online presence and engagement.
  • 13
    CreceRank Reviews

    CreceRank

    CreceRank

    $49/month
    CreceRank is an innovative online generative engine optimization (GEO) platform designed specifically for marketing teams, SEO and GEO agencies, as well as businesses looking to gauge how AI-generated responses reflect their brands. Through this platform, users can set up specific questions aligned with their target demographics and then monitor key metrics such as brand mentions, visibility, share of voice, rankings, competing brands, and the sources cited across various AI search tools like ChatGPT, Gemini, Google AI Overviews, Google AI Mode, and Perplexity. The user-friendly dashboard categorizes the results based on the prompts and markets through ongoing analyses, facilitating trend reviews and competitor comparisons. Additionally, prioritized GEO content and actionable technical recommendations streamline subsequent efforts; higher-tier plans accommodate multiple brands and offer greater limits on prompts and models. Users also have the capability to integrate Google Analytics 4 for a read-only analysis of AI referrals and utilize the MCP server from ChatGPT or Claude to access visibility data and conduct further analyses, enhancing their marketing strategies. Overall, this platform empowers users to harness the potential of AI while gaining valuable insights into their brand's online performance.
  • 14
    TeamB Reviews

    TeamB

    TIMC Services

    $0
    TeamB is an online auditing tool designed for businesses, website proprietors, and professionals focused on marketing and SEO. This tool evaluates public web pages for various optimization aspects, including search engine optimization (SEO), answer engine optimization (AEO), and generative engine optimization (GEO), offering users scores, insights, and actionable recommendations. Its assessments include evaluating page titles and descriptions, headings, structured data, sitemaps, HTTPS compliance, page loading speed, mobile responsiveness, content organization, and the accessibility of page content by search engine and AI crawlers. Users have the ability to analyze results at both the site and page levels, prioritize necessary adjustments, monitor score changes over time, and export reports in PDF format. The free plan allows for auditing up to three websites, conducting five checks every 24 hours, and reviewing five pages per check. TeamB is accessible through any web browser, making it convenient for users to manage their auditing needs. Upcoming Premium features are set to include comprehensive checks and the ability to implement fixes for WordPress and Shopify websites once users provide their approval prior to going live.
  • 15
    Maya AI Reviews

    Maya AI

    Maya AI

    $99/month
    Maya AI serves as a comprehensive platform for visibility and search analytics utilizing large language models, specifically designed for brands and agencies. It enables teams to monitor brand mentions, track cited sources, analyze sentiment, and assess the competitive share of voice across various AI assistants like ChatGPT, Gemini, Claude, and Perplexity. By leveraging Maya, marketing, SEO, content, and growth teams can delve into the narratives surrounding their brand within AI-generated responses, identify gaps in content and citations, and prioritize enhancements in SEO, AEO, and GEO strategies. The platform boasts capabilities such as prompt management, competitive benchmarking, source analysis, AI referral traffic analytics, and meticulous technical audits for AI visibility. Additionally, a public REST API, along with an OpenAPI specification and a hosted MCP server, facilitates the connection of authorized workspace data with compatible AI assistants and other systems, enhancing overall functionality and accessibility. This integration allows brands to improve their AI strategies and adapt more effectively to the evolving digital landscape.
  • 16
    Rankwise Reviews

    Rankwise

    Rankwise

    $59/month
    Rankwise serves as an AI-powered platform that enhances search visibility for agencies, in-house SEO teams, and founders alike. It evaluates the inquiries made by prospective buyers across various AI models, including ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews, while documenting which brands and pages are referenced by each engine. The platform identifies questions that a brand fails to address and highlights alternative sources that receive attention instead. In response to each identified gap, Rankwise creates a tailored article intended to secure citations for platforms like WordPress, Shopify, Webflow, Wix, or self-hosted websites, with the option to either publish automatically or await approval. Additionally, it conducts audits on AI crawler accessibility and provides a list of technical adjustments needed for a website's optimization. Agencies benefit from multi-client workspaces and customizable white-labeled reports, while teams utilizing Claude or ChatGPT can easily connect via its MCP server, and a read-only REST API is also provided. With subscription plans beginning at $59 per month, Rankwise offers an accessible solution to improve online visibility for its users. The platform effectively combines advanced AI capabilities with practical tools to streamline SEO efforts.
  • 17
    AIsee Reviews

    AIsee

    aisee

    $99/month
    AIsee is a cloud-based platform specializing in GEO and AEO solutions tailored for brands and marketing teams. It assesses brand visibility by analyzing responses from five distinct AI engines, evaluating competitor performance, and reviewing various elements such as website content, structured data, citations, and access for AI crawlers. The insights generated provide visibility scores along with prioritized action items, while growth workflows assist teams in strategizing content, publishing on platforms like X and LinkedIn, and tracking keywords and discussions on X and Reddit. Additionally, AI-generated drafts enhance social media engagement, and the Amplify module facilitates creator campaigns, applicant reviews, and rewards for verified posts. Users can access a free Brand Detection scan without needing to sign up, making it easy to get started. For those seeking more comprehensive features, paid access begins with the Growth Loop subscription, which grants 10,000 monthly credits, with options to purchase extra credit packs. Moreover, follow-up scans enable teams to track their progress and compare results over time, ensuring continuous improvement. Overall, AIsee empowers brands to optimize their online presence effectively.
  • 18
    Tideflow AI Reviews

    Tideflow AI

    Tideflow AI

    $99/month
    Tideflow AI serves as a comprehensive visibility platform tailored for software and AI enterprises, digital-first companies, and agencies. It diligently tracks brand mentions, citations, rankings, and competitor performance across various AI platforms, including ChatGPT, Gemini, Perplexity, Google AI Mode, and Google AI Overviews, enabling teams to identify where their products are featured in AI-generated responses and highlight existing content gaps. The platform not only assesses answers and the sources cited but also formulates actionable strategies and well-researched content, which it then channels through MCP to an AI coding agent for seamless publication on websites. Additionally, it monitors visits from AI crawlers and links AI-driven referrals to website conversions, allowing teams to trace content performance from initial discovery through to final outcomes. Ultimately, Tideflow AI empowers organizations to optimize their digital presence and enhance their competitive edge in the fast-evolving AI landscape.
  • 19
    Clearscope Reviews

    Clearscope

    Clearscope

    $129/month
    Clearscope is an advanced content intelligence and optimization tool built for the future of search. It helps brands stay visible across Google, AI chatbots, and next-generation answer engines. The platform replaces keyword guesswork with data-driven insights into topics, intent, and performance. Clearscope allows teams to discover high-impact content opportunities by building complete topic clusters. Its intent analysis tools help creators understand user needs and craft content that feels like the best possible answer. The AI-assisted drafting and editing workflow accelerates content production and reduces writer friction. Clearscope provides best-in-class term recommendations to optimize content with confidence. Built-in analytics help teams monitor and protect their rankings after publishing. From ideation to optimization, Clearscope unifies the entire content lifecycle. It empowers teams to scale content that performs across SEO and AI-driven discovery.
  • 20
    AI Visibility Reviews

    AI Visibility

    AI Visibility

    $19/month
    AI Visibility serves as a comprehensive solution aimed at amplifying brand presence across a multitude of AI platforms. By utilizing sophisticated optimization tools, it guarantees that brands can distinguish themselves effectively in the realm of artificial intelligence, resulting in quantifiable advancements in how they are perceived by AI systems. The platform not only tracks brand visibility in real-time but also evaluates the efficacy of AI presence, providing targeted enhancements for visibility. With the confidence of over 500 brands, AI Visibility has successfully analyzed over 1 million AI interactions and has reported an impressive average increase in visibility of 40%. Moreover, it continues to evolve, adapting to the dynamic landscape of AI to ensure brands remain at the forefront of consumer recognition.
  • 21
    Promptwatch Reviews

    Promptwatch

    Promptwatch

    $100/month
    Promptwatch is an AI-powered platform that enables businesses to track and optimize their brand's visibility across major AI search engines, including ChatGPT, Claude, and Perplexity. The platform provides detailed analytics on brand mentions, search volume, and visibility scores, allowing businesses to monitor and compare their presence with competitors in real-time. With tools such as content gap detection, AI-generated answer analysis, and visibility recommendations, Promptwatch helps businesses ensure that their content is effectively optimized for AI platforms. By offering insights into how AI models perceive and respond to your brand, the platform allows for proactive improvements in content strategy and positioning. It supports businesses in navigating the shift from traditional search engines to AI-powered search, enabling them to capture a larger share of emerging search traffic.
  • 22
    Rankshift Reviews

    Rankshift

    Rankshift

    €49/month
    Rankshift provides businesses with a powerful AI monitoring tool to track their brand visibility in AI-generated search results. As AI platforms like ChatGPT and Gemini influence how brands are discovered, Rankshift offers critical insights on where your brand appears, how it’s discussed, and which sources are driving AI responses. With the ability to compare your brand’s visibility against competitors, the tool ensures you can take proactive steps to improve your AI presence. It also gives you data-driven suggestions for enhancing your outreach and optimizing your positioning on key AI platforms. In a rapidly changing digital environment, staying ahead of these shifts with Rankshift can help maintain a competitive edge in generative engine optimization.
  • 23
    KNWN Reviews

    KNWN

    KNWN

    $20/month
    KNWN is an innovative platform that allows businesses to assess how easily AI tools such as ChatGPT, Perplexity, Gemini, and Claude can discover and recommend their content. By scanning your website, KNWN provides an AI Visibility Score and Audience Fit Score, along with real-time data on how frequently AI agents reference your site. If there are any gaps in content, unclear messaging, or structural issues, KNWN gives you specific recommendations on what to improve. Pro users can also access AI-optimized content creation and further strategies to enhance AI discoverability, ensuring your brand is well-represented in AI-driven conversations.
  • 24
    LLM SEO Monitor Reviews

    LLM SEO Monitor

    LLM SEO Monitor

    €16.58 per month
    LLM SEO Monitor serves as a powerful tool for businesses aiming to enhance their presence in AI-driven search engines such as ChatGPT, Google Gemini, and Claude. By inputting specific search terms, the platform enables users to assess and compare the recommendations made by these AI tools, revealing which products and services are being highlighted to consumers. This functionality allows companies to keep track of their visibility in AI-generated search results while evaluating their standing against competitors, thereby uncovering new avenues for improvement. Among its features, the platform offers CSV exports of search results, accommodates multiple user accounts for agency subscriptions, provides white-label reporting, grants API access, supports custom integrations, and includes dedicated account management for larger enterprises. LLM SEO Monitor is particularly beneficial for brands, marketing agencies, and SEO professionals who are looking for detailed and actionable insights into the recommendations generated by AI search engines. Additionally, it empowers users to make informed decisions based on competitive analysis and emerging trends in their industries.
  • 25
    Gumshoe AI Reviews
    Gumshoe AI is a sophisticated platform aimed at assisting brands in tracking and improving their visibility in AI-generated search results from prominent models such as ChatGPT, Google Gemini, Claude, and Perplexity. Among its key features is Brand Visibility, which provides insights into how frequently a brand is referenced in connection with relevant topics in AI searches. Additionally, Competitive Rank allows users to compare their performance against rivals in various topics and models, while Persona Visibility enables an evaluation of their effectiveness across different buyer personas. The platform also includes Topic Visibility for assessing brand performance across a wide array of subjects, Model Visibility to identify which AI models mention the brand most often, and Cited Sources to review the primary references used by AI models, which can greatly inform content strategy. By generating thousands of interactions with AI models, Gumshoe empowers marketers to gain a clear picture of their brand's portrayal, analyze cited sources, benchmark their position relative to competitors, and monitor their "share of LLM," thus enhancing overall brand strategy. As a result, brands can make data-driven decisions to further refine their approach in the evolving landscape of AI-driven search.