{"id":30051,"date":"2026-08-12T13:47:39","date_gmt":"2026-08-12T13:47:39","guid":{"rendered":"https:\/\/indeedseo.com\/blog\/?p=30051"},"modified":"2026-08-12T13:48:16","modified_gmt":"2026-08-12T13:48:16","slug":"top-ai-tools-for-tracking-brand-sentiment","status":"publish","type":"post","link":"https:\/\/indeedseo.com\/blog\/top-ai-tools-for-tracking-brand-sentiment\/","title":{"rendered":"AI Tools to Track Brand Sentiment Shifts Over Time [2026 Rankings]","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><span style=\"font-weight: 400;\">A brand can rank well in Google and still get described inconsistently, or barely mentioned at all, when someone asks ChatGPT or Perplexity about it. That gap is easy to miss because traditional rank tracking doesn&#8217;t show it.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this guide, we&#8217;ll review the tools that track how AI platforms talk about a brand over time, classifying mentions as positive, neutral, or negative, and showing when and why that tone shifts. Semrush is ranked first, followed by six other tools worth considering depending on your setup and budget.<\/span><\/p>\n<h2><strong>TL;DR:<\/strong><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sentiment inside AI generated answers can move independently of traditional rankings or social media tone, and most brands aren&#8217;t watching for it<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The right tool classifies AI mentions as positive, neutral, or negative, then ties that sentiment to citation data and named competitors<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Semrush leads the ranking, combining sentiment tracking with a full AI visibility toolkit and the SEO data that explains why sentiment shifts<\/span><\/li>\n<\/ul>\n<h2><b>Why You Can Trust Us<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Between April and July 2026, we reviewed 25 AI visibility and sentiment tracking platforms, testing dashboards directly and cross checking vendor claims against pricing pages and public documentation.<\/span><\/p>\n<p><strong>We judged each platform against:<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How precisely it separates positive, neutral, and negative sentiment, including mixed or unclear framing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Coverage across ChatGPT, Gemini, Perplexity, Google AI Mode, and AI Overviews<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How often and how many prompts it tracks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Whether it identifies which sources AI platforms cite<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Its ability to benchmark sentiment against named competitors<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How well it connects sentiment data to broader SEO or brand signals<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How clearly pricing and plans are laid out<\/span><\/li>\n<\/ul>\n<h2><b>Compare 6 Best Brand Sentiment Tracking Tools in 2026<\/b><\/h2>\n\n<table id=\"tablepress-373\" class=\"tablepress tablepress-id-373\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\">Tool<\/th><th class=\"column-2\">Best for<\/th><th class=\"column-3\">Standout feature<\/th><th class=\"column-4\">AI platforms covered<\/th><th class=\"column-5\">Starting price<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">Semrush<\/td><td class=\"column-2\">Tying sentiment shifts back to the SEO signals behind them<\/td><td class=\"column-3\">Sentiment analysis paired with a 0 to 100 Visibility Score<\/td><td class=\"column-4\">ChatGPT, Google AI Mode, Google AI Overviews, Gemini, Perplexity<\/td><td class=\"column-5\">$99\/mo, see pricing<\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">Ahrefs Brand Radar<\/td><td class=\"column-2\">Ahrefs users who want sentiment inside their existing dashboard<\/td><td class=\"column-3\">Prompts pulled from real search behavior, not synthetic queries<\/td><td class=\"column-4\">Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Gemini, Copilot<\/td><td class=\"column-5\">$199\/mo per platform<\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">Peec AI<\/td><td class=\"column-2\">International brands needing prompt level sentiment across languages<\/td><td class=\"column-3\">Prompt by prompt win and loss tracking with gap analysis<\/td><td class=\"column-4\">Multi platform, plan dependent<\/td><td class=\"column-5\">$89\/mo<\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\">Profound<\/td><td class=\"column-2\">Larger orgs connecting sentiment to traffic and revenue<\/td><td class=\"column-3\">Visibility, sentiment, and conversion data in one dashboard<\/td><td class=\"column-4\">Up to 10 major answer engines, plan dependent<\/td><td class=\"column-5\">Free tier, $95\/mo paid<\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td class=\"column-1\">OtterlyAI<\/td><td class=\"column-2\">Agencies wanting sentiment tracking plus optimization guidance<\/td><td class=\"column-3\">GEO audits and content briefs bundled with monitoring<\/td><td class=\"column-4\">ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot<\/td><td class=\"column-5\">$29\/mo<\/td>\n<\/tr>\n<tr class=\"row-7\">\n\t<td class=\"column-1\">PromptWatch<\/td><td class=\"column-2\">SaaS and B2B teams tracking sentiment across many AI engines<\/td><td class=\"column-3\">Browser based capture shows citations and content as users see it<\/td><td class=\"column-4\">ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews\/Mode, Grok, DeepSeek, Meta Llama<\/td><td class=\"column-5\">Free tier, $95\/mo paid<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-373 from cache -->\n<h2><b>1. Semrush<\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-30055 size-full\" src=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1.webp\" alt=\"Semrush \" width=\"1999\" height=\"1126\" srcset=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1.webp 1999w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-300x169.webp 300w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-1024x577.webp 1024w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-768x433.webp 768w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-1536x865.webp 1536w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-1200x676.webp 1200w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-1980x1115.webp 1980w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Semrush-1-150x84.webp 150w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Semrush is a leading search visibility platform combining SEO, content optimization, competitive research, and AI visibility tracking, used by more than 10 million marketers. Its <\/span><a href=\"https:\/\/www.semrush.com\/ai-seo\/overview\/\"><span style=\"font-weight: 400;\">AI Visibility Toolkit<\/span><\/a><span style=\"font-weight: 400;\"> monitors brand sentiment and share of voice against up to nine competitors across ChatGPT, Google AI Mode, Google AI Overviews, Gemini, and Perplexity, drawing on a database of 289M+ prompts. This depth of sentiment tracking, paired with a 43 trillion backlink index to trace shifts back to their SEO drivers, positions Semrush as the AI tool to track brand sentiment shifts in 2026.<\/span><\/p>\n<p><b>Pricing:<\/b><span style=\"font-weight: 400;\"> From $99\/month (AI Visibility Toolkit) or $199\/month (AI Visibility + SEO).<\/span><\/p>\n<h3><b>Pros:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI Visibility Score benchmarks sentiment and mentions against named competitors<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Daily tracking across five major AI platforms<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Citation tracking shows which sources AI credits<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sentiment tied to a 43 trillion backlink index for root cause context<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bundles AI visibility with a full SEO toolkit, unlike standalone add ons<\/span><\/li>\n<\/ul>\n<h3><b>Cons:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Entry plans cap daily prompt volume<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deeper sentiment history needs a paid tier<\/span><\/li>\n<\/ul>\n<p><b>Best fit:<\/b><span style=\"font-weight: 400;\"> Marketing teams benchmarking AI sentiment and Share of Voice against named competitors.<\/span><\/p>\n<h2><b>2. Ahrefs Brand Radar<\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30056\" src=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar.webp\" alt=\"Ahrefs Brand Radar\" width=\"1999\" height=\"916\" srcset=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar.webp 1999w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-300x137.webp 300w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-1024x469.webp 1024w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-768x352.webp 768w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-1536x704.webp 1536w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-1200x550.webp 1200w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-1980x907.webp 1980w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Ahrefs-Brand-Radar-150x69.webp 150w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Ahrefs Brand Radar bolts AI visibility onto an existing Ahrefs account, so users can pull brand mentions, share of voice, and citation data across AI platforms without switching tools. What sets its prompt data apart is that it&#8217;s sourced from actual search queries rather than generated test prompts, and there&#8217;s no onboarding delay before tracking begins.<\/span><\/p>\n<p><b>Pricing:<\/b><span style=\"font-weight: 400;\"> $199\/month per AI platform, or $699\/month for all six platforms bundled. Custom prompt sets start at $50\/month, on top of an existing Ahrefs plan.<\/span><\/p>\n<h4><b>Pros:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Uses real search query data instead of synthetic prompts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Six platform coverage, spanning ChatGPT, Gemini, Copilot, and both Google AI surfaces<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Surfaces the domains and pages getting cited most, helpful for content gap work<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Benchmarks against named competitors<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">No setup lag before data starts flowing<\/span><\/li>\n<\/ul>\n<h4><b>Cons:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Only works as an add on, so cost stacks on top of an Ahrefs subscription<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sentiment and prompt level granularity fall short of dedicated tools<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Built more for broad discovery than close, per prompt tracking<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Enterprise tier is the only one with annual billing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Custom prompts are billed separately<\/span><\/li>\n<\/ul>\n<p><b>Best fit:<\/b><span style=\"font-weight: 400;\"> Teams already paying for Ahrefs who want sentiment and AI visibility inside the same login.<\/span><\/p>\n<h2><b>3. Peec AI<\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30057\" src=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1.webp\" alt=\"Peec AI\" width=\"1999\" height=\"945\" srcset=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1.webp 1999w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-300x142.webp 300w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-1024x484.webp 1024w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-768x363.webp 768w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-1536x726.webp 1536w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-1200x567.webp 1200w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-1980x936.webp 1980w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Peec-AI-1-150x71.webp 150w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Peec AI is built around individual prompts rather than one blended score, letting brands see exactly where they&#8217;re winning or losing against named rivals prompt by prompt. It supports multiple countries and languages, and adds clustering and gap analysis on top, aimed at agencies and teams that produce recurring client reports.<\/span><\/p>\n<p><b>Pricing:<\/b><span style=\"font-weight: 400;\"> Starter around $89\/month, Pro around $199\/month, Enterprise from roughly $499\/month. All tiers include unlimited users.<\/span><\/p>\n<h4><b>Pros:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Shows sentiment and ranking wins or losses at the individual prompt level<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Combines mentions, ranking, and sentiment with share of voice in one view<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clusters related prompts, making gap analysis faster<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Built for multi country, multi language brands<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clean export options suited to regular client reporting<\/span><\/li>\n<\/ul>\n<h4><b>Cons:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lower tiers limit prompt, competitor, and locale volume<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Some platforms and expanded coverage are paid add ons<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Geared toward monitoring and reporting rather than a full optimization workflow<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reporting heavy teams may outgrow entry tiers fast<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Full depth requires upgrading to a higher plan<\/span><\/li>\n<\/ul>\n<p><b>Best fit:<\/b><span style=\"font-weight: 400;\"> International brands needing prompt level sentiment tracking across multiple languages.<\/span><\/p>\n<h2><b>4. Profound<\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30058\" src=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound.webp\" alt=\"Profound\" width=\"1999\" height=\"820\" srcset=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound.webp 1999w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-300x123.webp 300w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-1024x420.webp 1024w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-768x315.webp 768w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-1536x630.webp 1536w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-1200x492.webp 1200w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-1980x812.webp 1980w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/Profound-150x62.webp 150w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Profound centers on a single dashboard that brings together visibility scoring, competitor share of voice, sentiment, and citation data in one place. Coverage grows with plan tier, reaching ten AI platforms at the top end, and it&#8217;s one of the few tools here that links visibility numbers directly to downstream traffic and conversions.<\/span><\/p>\n<p><b>Pricing:<\/b><span style=\"font-weight: 400;\"> Free tier available. Essential at $95\/month, Professional at $245\/month, Business at $579\/month.<\/span><\/p>\n<h4><b>Pros:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Connects AI visibility data to actual traffic and conversion outcomes<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Goes beyond a basic dashboard with citation and content gap opportunities<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Combines visibility, sentiment, and share of voice into a single view<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Benchmarks against competitors across tracked prompts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Top tier scales up to ten AI platforms<\/span><\/li>\n<\/ul>\n<h4><b>Cons:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sentiment and citation depth lag behind tools built specifically for prompt tracking<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Usage caps make it harder to scale across multiple brands or agency accounts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Isn&#8217;t a full SEO suite<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Independent, long term reviews of the platform are still limited<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prompt by prompt control is thinner than more specialized tools<\/span><\/li>\n<\/ul>\n<p><b>Best fit:<\/b><span style=\"font-weight: 400;\"> Larger organizations that want AI sentiment reporting tied directly to revenue impact.<\/span><\/p>\n<h2><b>5. OtterlyAI<\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30059\" src=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1.webp\" alt=\"OtterlyAI\" width=\"1999\" height=\"765\" srcset=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1.webp 1999w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-300x115.webp 300w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-1024x392.webp 1024w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-768x294.webp 768w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-1536x588.webp 1536w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-1200x459.webp 1200w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-1980x758.webp 1980w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/OtterlyAI-1-150x57.webp 150w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">OtterlyAI goes beyond passive tracking, pairing AI visibility monitoring with hands on guidance for improving what it finds. It covers the major AI platforms and layers in GEO audits, crawlability checks, and content briefs meant to lift how often a brand actually gets cited.<\/span><\/p>\n<p><b>Pricing:<\/b><span style=\"font-weight: 400;\"> Lite plan at $29\/month, including 15 search prompts, 4 AI engines, daily tracking, and 1,000 GEO URL audits monthly. One workspace included. Free trial, no credit card required.<\/span><\/p>\n<h4><b>Pros:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tracks mentions, citations, share of voice, and competitor ranking together<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Covers ChatGPT, Perplexity, both Google AI surfaces, Gemini, and Copilot<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bundles GEO audits and crawlability checks alongside monitoring<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Provides content briefs aimed at boosting future citation rates<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Free trial with no credit card required<\/span><\/li>\n<\/ul>\n<h4><b>Cons:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Leans more toward optimization tooling than pure sentiment measurement<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Relies on sampled prompt sets rather than continuous full coverage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Several features stay locked behind higher tiers<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Not built out for deep enterprise governance needs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pricing above the Lite plan isn&#8217;t fully published<\/span><\/li>\n<\/ul>\n<p><b>Best fit:<\/b><span style=\"font-weight: 400;\"> Agencies and smaller teams that want sentiment tracking bundled with built in optimization help.<\/span><\/p>\n<h2><b>6. PromptWatch<\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30060\" src=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch.webp\" alt=\"PromptWatch\" width=\"1999\" height=\"820\" srcset=\"https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch.webp 1999w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-300x123.webp 300w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-1024x420.webp 1024w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-768x315.webp 768w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-1536x630.webp 1536w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-1200x492.webp 1200w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-1980x812.webp 1980w, https:\/\/indeedseo.com\/blog\/wp-content\/uploads\/2026\/08\/PromptWatch-150x62.webp 150w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">PromptWatch is a purpose built AI visibility and GEO platform that shows how brands come up in LLM answers, combining prompt level monitoring, citation analysis, and crawler and visitor analytics in one workflow. Its browser based capture method is a differentiator, showing citations, regional variations, tables, images, and shopping elements exactly as end users would see them, not just as raw mention counts.<\/span><\/p>\n<p><b>Pricing:<\/b><span style=\"font-weight: 400;\"> Free tier available. Essential at $95\/month, Professional at $245\/month, Business at $579\/month.<\/span><\/p>\n<p><b>Pros:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tracks ChatGPT, Gemini, Claude, Perplexity, both Google AI surfaces, Grok, DeepSeek, and Meta Llama<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Monitors actual AI answers rather than simple mention counts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Combines prompt monitoring, citation tracking, crawler analytics, and content planning in one workflow<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Browser based capture shows content the way real users encounter it<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Response quotas push teams toward prioritizing the prompts that matter most<\/span><\/li>\n<\/ul>\n<p><b>Cons:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Usage limits make multi brand or agency scale harder to manage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Not a full SEO suite<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Independent, long term reviews are still sparse<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Paid plans start around $95\/month<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Advanced features are reserved for higher tiers<\/span><\/li>\n<\/ul>\n<p><b>Best fit:<\/b><span style=\"font-weight: 400;\"> SaaS and B2B teams or agencies that want prompt level sentiment tracking across many AI platforms, not just mention counts.<\/span><\/p>\n<h2><b>Final Thoughts<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">AI generated answers now shape how a brand comes across before anyone visits its site, and sentiment inside those answers can shift for reasons a traditional rank tracker won&#8217;t catch. The tools above each offer a different way to see that shift as it happens, whether that&#8217;s through prompt level detail, multi platform coverage, or a direct link back to the SEO signals driving the tone. If you&#8217;re not sure which one is right for you, <a href=\"https:\/\/indeedseo.com\/\"><strong>connect with a SEO Agency<\/strong><\/a> that can help you figure out the best fit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For brands that want sentiment tracking paired with the SEO context behind it, Semrush is the strongest choice on this list.<\/span><\/p>\n<h2><b>Frequently Asked Questions<\/b><\/h2>\n<h4><b>Q1: What is an AI brand sentiment tracking tool?<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/h4>\n<p><span style=\"font-weight: 400;\"><strong>A:<\/strong> It monitors how AI platforms like ChatGPT, Gemini, and Perplexity describe a brand in generated answers, classifying mentions as positive, neutral, or negative. Most tools pair this with citation tracking and competitor benchmarking.<\/span><\/p>\n<h4><b>Q2: Which AI platforms should a sentiment tool cover?<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/h4>\n<p><span style=\"font-weight: 400;\"><strong>A:<\/strong> At minimum, ChatGPT, Google AI Overviews, Google AI Mode, Gemini, and Perplexity. Some tools add Claude, Copilot, or Grok. Coverage often depends on plan tier.<\/span><\/p>\n<h4><b>Q3: What is the best tool to track brand sentiment shifts?<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/h4>\n<p><span style=\"font-weight: 400;\"><strong>A:<\/strong> Semrush. Its AI Visibility Toolkit combines sentiment classification with a 0 to 100 Visibility Score and citation tracking, and ties shifts back to the SEO signals driving them.<\/span><\/p>\n<h4><b>Q4: Why does sentiment shift over time?<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/h4>\n<p><span style=\"font-weight: 400;\"><strong>A:<\/strong> AI models update, new content gets indexed, and competitors gain or lose citations. Sentiment is closely tied to SEO signals like backlink authority and content structure.<\/span><\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>A brand can rank well in Google and still get described inconsistently, or barely mentioned at all, when someone asks ChatGPT or Perplexity about it. That gap is easy to miss because traditional rank tracking doesn&#8217;t show it. In this guide, we&#8217;ll review the tools that track how AI platforms talk about a brand over [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":7,"featured_media":30062,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[7],"tags":[],"class_list":["post-30051","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seo-services"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Tools to Track Brand Sentiment Shifts Over Time<\/title>\n<meta name=\"description\" content=\"Compare the best AI tools to track brand sentiment shifts over time and see how AI platforms really describe your brand.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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