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AI Visibility Tools AI Visibility

Name: AI Visibility Tools AI Visibility Data (Live Demo)
Creator: AI Visibility Tool

A live demo on the ai visibility tools industry: which brands ChatGPT recommends, from real answers collected daily. Open any brand for its full report.

People ask ChatGPT about these topics an estimated 1,400 times a month: a modeled estimate with wide error bands, not a measurement.

The one brand you will not find here is ours. This demo is run by VisibilityTool.ai, and it would not be ethical to score ourselves with our own methodology: we pick the prompts, we define the scoring, and we publish the results. So we track 25 competitors with the same methodology every customer gets, and we stay off the board.

#	Brand	Visibility Score	Mention rate	Share of voice	Citation Rate	Sentiment	Prominence
1	Profound	36	41.4%	22.6%	30.4%	79%	74
2	Otterly AI	27	31.6%	17.5%	26.1%	67%	69
3	Peec AI	24	28.8%	15.6%	16.5%	62%	64
4	Ahrefs	24	27.2%	14.7%	19.8%	39%	68
5	Semrush	18	22.2%	11.6%	13.9%	32%	64
6	Scrunch AI	10	12.0%	6.3%	5.3%	86%	62
7	HubSpot	7	8.4%	4.2%	5.3%	29%	58
8	Nightwatch	3	3.6%	1.8%	2.6%	60%	64
9	Athena HQ	2	2.4%	1.1%	0.3%	83%	66
10	Rankscale	2	2.2%	1.4%	2.6%	13%	64
11	SE Ranking	1	1.6%	0.9%	1.0%	20%	60
12	Goodie	1	1.0%	0.5%	0.7%	81%	66
13	Writesonic	1	0.8%	0.4%	0.7%	38%	63
14	Conductor	1	0.6%	0.4%	1.0%	86%	65
15	Knowatoa	1	0.4%	0.2%	0.3%	40%	79
16	Surfer	1	0.4%	0.2%	0.3%	75%	97
17	Evertune	0	0.4%	0.2%	0.0%	54%	59
18	Brandlight	0	0.4%	0.2%	0.0%	63%	42
19	BrightEdge	0	0.4%	0.2%	0.0%	56%	23
20	seoClarity	0	0.4%	0.2%	0.3%		66
21	Trakkr	0	0.0%	0.0%	0.0%	0%	0
22	Bluefish AI	0	0.0%	0.0%	0.0%		0
23	Authoritas	0	0.0%	0.0%	0.0%		0
24	Advanced Web Ranking	0	0.0%	0.0%	0.0%		0
25	Superlines	0	0.0%	0.0%	0.0%		0

Topics and demand

Prompt Volume is each topic's modeled monthly demand, from its demand keyword's Google volume via our published model. Hover the leaders for scores.

Topic	Prompts	Prompt Volume
AI visibility tools (general)	18	200/mo
Answer engine optimization tools	18	300/mo
Generative engine optimization tools	18	550/mo
ChatGPT rank tracking	18	9/mo
AI brand monitoring	18	26/mo
AI share of voice	17	6/mo
AI citation tracking	17	6/mo
AI crawler analytics	18	49/mo
LLM SEO tools	18	110/mo
Content optimization for AI answers	18	26/mo
Multi-platform AI rank tracking	18	40/mo
Free AI visibility checkers	18	33/mo
Agency reporting for AI visibility	18	9/mo
Brand sentiment in AI answers	18	14/mo

The Prompts we asked

Every prompt behind this demo, asked on ChatGPT about once a day. Read the answers exactly as given, searches and sources included.

Prompt	Chats
AI visibility tools (general) 18 prompts, modeled 200/mo
I run a small ecommerce shop and want to track how our product pages show up in ai assistants, which tool should i use for that on a tight budget?22 chats	22
we're a marketing agency managing multiple clients and need software to monitor ai share of voice across assistants, recommend a platform that handles many brands 23 chats	23
for my local business clients i need a solution to capture citations from ai assistants and attribute them to specific locations, what should i use?22 chats	22
we're a mid-market saas team wanting to track competitive presence inside ai answers, which software can show competitor share of voice and citation trends?23 chats	23
on a startup budget and no dev resources, which platform can alert me when ai assistants mention our brand or product in answers?22 chats	22
our enterprise needs historical analytics of how our brand appears across different ai models, what enterprise-grade software would you recommend?22 chats	22
I manage content for a news site and want to know when ai assistants pull our reporting, is there a tool that tracks ai citations for publishers?22 chats	22
we run a multi-language site, which platform can track ai visibility and citations across languages and regions?23 chats	23
for an ecommerce marketplace with thousands of listings, which scalable tool will monitor ai answer visibility for specific SKUs or product pages?22 chats	22
we're evaluating platforms that map which pages are driving ai answers, recommend tools that connect ai citations back to canonical URLs 22 chats	22
as a growth marketer, which tool can show ai share of voice trends alongside search engine metrics in one dashboard?22 chats	22
we need a plugin or tool that integrates ai citation monitoring into our analytics stack, which platforms have good integrations?22 chats	22
we're launching a product and want to monitor early ai assistant mentions and sentiment, recommend a tool for real-time tracking 22 chats	22
which tool can help a b2b company track how often ai assistants use our technical docs as sources in responses?22 chats	22
we need a solution that attributes ai-driven traffic back to specific content pieces, which tools excel at ai crawler analytics and attribution?22 chats	22
which platform should an enterprise use to monitor ai assistant answers and detect unauthorized or incorrect citations of our brand?22 chats	22
we need a tool that identifies which pages are most likely to be used as sources by ai assistants, what products offer that predictive insight?22 chats	22
which software is best for tracking ai assistant citation accuracy and mapping incorrect attributions back to our content team?22 chats	22
Answer engine optimization tools 18 prompts, modeled 300/mo
I run a small content agency, which tool can track how often our clients appear in ai assistant answers and capture citations?22 chats	22
which platform can crawl ai assistants to find where our site is being cited and how to improve visibility?23 chats	23
as a solo seo freelancer, is there a tool that surfaces the exact prompts that lead to our content being used by ai models?22 chats	22
for a midsize publisher, what tool provides ai crawler analytics and highlights content gaps for answer engine optimization?23 chats	23
recommend a tool that tracks citation quality and source prominence when ai assistants pull from the web 23 chats	23
which platform helps prioritize pages to optimize so they become the answer in ai assistants, with actionable scoring?22 chats	22
is there a tool that alerts when ai assistants start citing new pages from our domain or competitors?21 chats	21
for enterprise marketing, which solution can report ai answer rankings and historical trends across multiple ai models?23 chats	23
we produce technical docs, what tool can analyze which docs are used by ai assistants and suggest improvements?22 chats	22
as a content strategist, which software shows the exact snippets ai assistants use and how to optimize them?22 chats	22
which tool integrates with existing analytics to attribute conversions that originate from ai assistant answers?22 chats	22
which solution can simulate user prompts to find if our pages are likely to be surfaced by major ai assistants?22 chats	22
which platform offers real-time ai crawler analytics so i can see when my content is picked up by assistants?22 chats	22
is there a tool that tracks answer engine visibility across different languages and regions for our brand?22 chats	22
which solution helps identify which keywords or questions lead ai assistants to cite our content?23 chats	23
which platform provides an api for automating checks of whether our pages appear in ai assistant answers?22 chats	22
is there a tool that crawls and archives ai assistant answers so we can audit citation accuracy over time?22 chats	22
we need software that identifies pages losing ai visibility after model updates, what should we look for?22 chats	22
Generative engine optimization tools 18 prompts, modeled 550/mo
which tool can help my small ecommerce team track how our product pages appear in AI chat assistants and measure AI share of voice 22 chats	22
best software for monitoring citations and attributions of our blog content inside generative answer engines for a marketing agency 23 chats	23
is there a platform that crawls AI assistant answers to show where our brand is being quoted across different models 22 chats	22
recommend a tool that gives analytics on how frequently our FAQ content is used by AI assistants and which pages drive those answers 22 chats	22
which software can map which of our site pages are being surfaced by generative search and provide optimization suggestions 22 chats	22
is there a platform that lets a freelancer monitor how client content is cited in AI-generated answers and export citation reports 22 chats	22
which tool can analyze the snippets or passages AI assistants use from our site and tell us exact quote locations 22 chats	22
recommend a solution for tracking geographic differences in how AI assistants present our business information across regions 22 chats	22
which software can help my local business monitor accuracy of citations about hours, address and services inside conversational AI answers 23 chats	23
best tool for agencies that need to report on clients' visibility inside major generative answer engines with white-label reporting 22 chats	22
is there a tool that can crawl and archive AI assistant answers over time so we can see historical changes in how our brand is represented 22 chats	22
recommend a platform that provides content scoring specifically for generative engine optimization to prioritize pages for AI visibility 22 chats	22
which software helps identify which keywords or prompts lead AI assistants to pull content from our website 22 chats	22
what tool should i use to detect plagiarism or unauthorized reuse of our content in AI-generated answers across multiple models 22 chats	22
best platform for tracking and comparing AI assistant answer quality and citation accuracy for a content team of five 22 chats	22
which software can simulate user prompts to see how AI assistants might answer and whether they'll cite our content 22 chats	22
recommend a tool that provides recommendations to optimize structured data and metadata for better inclusion in generative answers 22 chats	22
best solution for multilingual monitoring of AI assistant citations and answer visibility for a global content team 22 chats	22
ChatGPT rank tracking 18 prompts, modeled 9/mo
what tool should i use to track whether my company appears in chatgpt answers and where exactly it ranks 23 chats	23
is there a platform that can tell me how often my product is cited by chat-based ai and in what context 22 chats	22
recommend a solution to monitor chatgpt share of voice for multiple client brands across industries 22 chats	22
which tool can track and alert me when my brand starts or stops appearing in chatgpt-generated answers 22 chats	22
is there software that provides historical rank tracking of my pages inside conversational ai responses 22 chats	22
recommend a platform that shows the exact passages from my site used in chatgpt replies and their rank positions 22 chats	22
which tool can help an ecommerce store see if product pages are being returned by ai assistants and in what order 23 chats	23
is there a solution for tracking chatgpt visibility across multiple languages and regions for our brand 23 chats	23
what software is best for enterprise teams to monitor and audit how often their trademarks show up in conversational ai answers 22 chats	22
which plugin or platform can integrate chatgpt rank data into our existing analytics dashboard 22 chats	22
is there a tool that can compare my organic search rankings with my chat-based ai answer rankings 22 chats	22
what platform can provide alerts when competitors overtake us in chatgpt answer visibility 22 chats	22
which software can provide snippet-level attribution when chat assistants reuse sentences from our content 22 chats	22
recommend a tool that measures ai assistant share of voice for specific keywords and brand terms 22 chats	22
is there a tool that shows the distribution of our brand appearances across different chat ai models and versions 22 chats	22
which tool can map user queries to the exact answer position where our content appears in chatgpt 22 chats	22
recommend a tool that logs timestamped instances of our content being cited by conversational ai 22 chats	22
which solution is best for monitoring negative or inaccurate mentions of our brand in chat-based ai answers 22 chats	22
AI brand monitoring 18 prompts, modeled 26/mo
which tool can i use to monitor how my brand is mentioned inside chatbots and ai assistants across the web?23 chats	23
best software for tracking citations and sources when ai assistants mention my company in answers?23 chats	23
is there a platform that shows how often ai models cite our content and where those answers appear?22 chats	22
recommend a tool that alerts me when an ai assistant answers with incorrect info about my business or product.22 chats	22
which software can track and archive ai assistant answers that reference our brand for compliance reviews?23 chats	23
I run a small agency, what platform is good for monitoring client brand mentions inside conversational ai on a limited budget?22 chats	22
is there a solution that maps which web pages feed into ai answers that mention our brand and ranks their influence?22 chats	22
which tool can compare how different ai assistants portray our brand and show differences over time?23 chats	23
recommend a platform that captures transcripts of ai answers mentioning our brand and links to the original source content.23 chats	23
which tool can help a marketing team identify which content gets surfaced most by ai assistants for our brand keywords?22 chats	22
I'm a startup founder, what's the best software to track reputation risk from ai-generated answers about our company?22 chats	22
is there a tool that evaluates the accuracy of citations ai assistants use when referencing our product pages?22 chats	22
what should an ecommerce store use to monitor when ai assistants recommend or mention our product SKUs?22 chats	22
recommend a solution for enterprises to audit ai assistant mentions for regulatory and legal safety.22 chats	22
which platform provides dashboards for ai share of voice specifically for brand queries and competitive comparisons?22 chats	22
what tool can track geographic or language-based differences in ai assistant mentions of our brand?22 chats	22
recommend a platform that ties ai answer occurrences back to specific SEO content issues on our site.22 chats	22
recommend software that provides historical trends and alerts when ai assistant mentions of our brand spike.22 chats	22
AI share of voice 17 prompts, modeled 6/mo
which tool can help me measure my brand's share of voice in AI assistant answers across competitors 22 chats	22
best software for tracking how often our product appears in AI-generated responses compared to rivals 22 chats	22
is there a platform that shows AI share of voice trends for my industry over time 22 chats	22
recommend a solution to monitor competitor presence in chat assistant answers and compare percentage share 22 chats	22
which tool can crawl AI assistant outputs to calculate our share of voice in voice and chat channels 22 chats	22
best platform for tracking AI citation share for a small ecommerce store on a tight budget 22 chats	22
is there a tool that tracks AI answer visibility and gives competitor benchmarking for enterprise teams 23 chats	23
recommend software that measures changes in AI share of voice after content updates 22 chats	22
which tool can quantify our brand's visibility in conversational AI answers across multiple assistants 22 chats	22
is there a platform for agencies to report AI share of voice metrics to clients with white-label dashboards 22 chats	22
which tool can track long-tail query share of voice in AI answers for niche SaaS keywords 22 chats	22
best software for comparing AI share of voice across geographic markets and languages 22 chats	22
is there a platform that combines AI share of voice with citation quality scoring against competitors 22 chats	22
recommend a tool that alerts me when our AI share of voice drops compared to key competitors 22 chats	22
which software can analyze historical AI answer data to show shifts in share of voice by competitor 22 chats	22
is there a tool that integrates AI share of voice metrics into our existing analytics stack for reporting 22 chats	22
is there a solution that identifies which competitor content is winning AI answers and taking share of voice 22 chats	22
AI citation tracking 17 prompts, modeled 6/mo
which tool can track which websites and domains chatbots are citing when answering queries for my ecommerce blog 23 chats	23
best software for monitoring how often my local business website gets cited by AI assistants across platforms 23 chats	23
is there a platform that shows which sources AI models pull from so i can become a cited source for my niche news site 22 chats	22
recommend a tool that identifies which pages on my clients' sites are being referenced by virtual assistants and how frequently 23 chats	23
what should i use to map which domains AI answer engines are citing for product-related questions in my online store 22 chats	22
which tool can monitor AI citation share of voice across multiple assistant models for a small marketing agency 22 chats	22
best software for tracking which academic papers or domains get cited by chat-based AI so my university press can improve discoverability 22 chats	22
is there a platform that alerts me when AI assistants start citing my blog posts or pages 22 chats	22
which tool can analyze which specific paragraphs or snippets from my site are being quoted by AI answer systems 22 chats	22
recommend software that shows the path from query to citation so i can see how AI assistants found my content 23 chats	23
which platform can track citation frequency and rank across multiple AI models for an enterprise content team 22 chats	22
which tool can show geographic or language differences in AI citation patterns so my multilingual brand can optimize content 22 chats	22
recommend a platform that tracks historical trends of my domain being cited by AI assistants over time 22 chats	22
which tool can aggregate citation data from different AI assistants so my SaaS marketing team can report on AI share of voice 22 chats	22
best software for pinpointing the exact queries that lead AI models to cite my how-to guides 23 chats	23
which platform helps content teams identify gaps where AI answers lack citations and could cite our research instead 22 chats	22
which platform can provide API access to AI citation data for my developer team to build dashboards 23 chats	23
AI crawler analytics 18 prompts, modeled 49/mo
which tool can track when gpt-style crawlers hit my website and show crawl frequency over time 23 chats	23
best software for monitoring how different ai assistants crawl and index my site pages 22 chats	22
is there a platform that alerts me when an ai crawler accesses specific high-value pages on my ecommerce site 23 chats	23
recommend a solution that fingerprints gptbot-like crawlers versus normal bots for accurate analytics 23 chats	23
which tool gives detailed logs of ai crawler user agents, IP ranges, and crawl patterns for security review 21 chats	21
is there software to visualize ai crawler paths through my site and show entry and exit points 23 chats	23
what tool can correlate ai crawler activity with changes in my organic search traffic and conversions 22 chats	22
is there a tool that detects when ai crawlers access content behind paywalls or require special handling 22 chats	22
which software can measure ai share of voice by tracking how often our content is surfaced in ai responses after crawling 22 chats	22
is there a solution to monitor geographic distribution of ai crawler traffic to my site for compliance reasons 22 chats	22
which tool can map timestamps of ai crawler visits to subsequent citations in ai-generated answers 22 chats	22
best software for combining web server logs and ai crawler analytics into one report for our SEO team 22 chats	22
recommend a tool that flags when ai crawlers disproportionately hit duplicate or low-quality pages 22 chats	22
is there software that tracks rate limits and request spikes from ai crawlers to prevent accidental throttling 22 chats	22
is there a tool that integrates ai crawler hit data into our existing BI dashboard and data warehouse 22 chats	22
is there a tool that provides API access to historical ai crawler analytics for programmatic analysis 22 chats	22
is there a platform that provides alerting when new or unknown ai crawler agents start hitting our site 23 chats	23
what should i use to audit ai crawler access to personally identifiable content and generate compliance reports 22 chats	22
LLM SEO tools 18 prompts, modeled 110/mo
which tool should i use to track how often my brand appears in major chat assistants and get citation details for each mention 22 chats	22
best software for monitoring ai share of voice across multiple large language models for a small marketing team 22 chats	22
is there a tool that crawls assistant answers to show which pages of my site are being used as sources 22 chats	22
recommend a platform that maps which of our landing pages are surfaceable by different llms and why 22 chats	22
which tool can give me alerts when ai assistants start quoting outdated info about our products 22 chats	22
best software for tracking ai answer trends and measuring traffic uplift from being featured in assistant responses 22 chats	22
is there a tool that helps optimize content specifically to increase the chance of being cited by conversational aIs 22 chats	22
recommend a platform that shows the exact snippets ai assistants use from my content and the surrounding context 22 chats	22
which tool will help a freelance seo consultant monitor clients' appearances in generative ai answers across platforms 22 chats	22
is there a tool for enterprises to audit citations in assistant answers for legal and compliance risks 22 chats	22
recommend software that provides an ai crawler analytics feed showing which queries lead to our content being used 23 chats	23
which tool can identify gaps where ai assistants answer questions with competitors' content instead of ours 22 chats	22
best platform for tracking long-term trends in llm visibility for a portfolio of ecommerce sites 22 chats	22
is there a tool that can score our pages on how likely they are to be used as sources by ai answer engines 23 chats	23
which software should i use to generate content outlines optimized for being quoted by conversational models 22 chats	22
recommend a tool that surfaces which content formats (lists, how-tos, product pages) get cited most by ai assistants 22 chats	22
is there a tool to monitor third-party knowledge sources being ingested by assistants that affect our brand answers 23 chats	23
best software for agencies to provide monthly llm visibility reports to clients with visual dashboards 23 chats	23
Content optimization for AI answers 18 prompts, modeled 26/mo
I run a small b2b content team, which tool should i use to optimize our blog posts so ai assistants pick up and cite them?23 chats	23
we're an ecommerce store with limited budget, what software can help shape product descriptions to appear in ai answer results?22 chats	22
as a freelance writer who wants clients' articles to be recommended by ai chatbots, which platform should i try for ai answer optimization?22 chats	22
for an enterprise marketing team with strict compliance, which tool can track and improve how our content is used by ai assistants?22 chats	22
I manage multiple local business listings, what software can help optimize local pages so ai assistants surface them as answers?22 chats	22
I run a niche blog and want ai assistants to quote my guides, which platform can help format and optimize content for that?22 chats	22
as a content agency servicing many clients, which multi-client tool can help optimize client content for ai answer visibility?23 chats	23
I'm a solo founder with no dev support, which easy software can optimize my site content so ai assistants find and cite it?22 chats	22
which tool can crawl ai assistant answers and tell me exactly which snippets of my content are being used and how to improve them?22 chats	22
for a publisher worried about traffic loss to ai answers, what software can help make our articles more likely to be used with proper attribution?22 chats	22
is there a platform that recommends schema or metadata changes specifically to increase chances of being sourced by ai assistants?22 chats	22
I run educational content and want ai tools to cite our guides responsibly, which platform helps optimize and monitor that?22 chats	22
for a healthcare website with strict accuracy needs, which tool can help ensure ai assistants surface our vetted content correctly?22 chats	22
is there a tool that integrates with our cms to suggest content edits aimed at increasing ai citations and answer inclusion?23 chats	23
we want to optimize product faq pages for ai answers, which tool specializes in shaping q&a content for assistant consumption?23 chats	23
for a news site trying to retain traffic, what software can suggest content formats that increase being cited by ai assistants?23 chats	23
we run multilingual content, which platform can optimize and track ai assistant citations across languages?22 chats	22
is there a lightweight plugin or tool for wordpress that helps format articles so ai assistants are more likely to cite them?22 chats	22
Multi-platform AI rank tracking 18 prompts, modeled 40/mo
which tool can track how our website appears across multiple ai assistants and answer engines in one dashboard 22 chats	22
best software for monitoring ai answer rankings and citations across several platforms for our small agency 22 chats	22
is there a platform that shows ai share of voice across different conversational assistants for an ecommerce site 22 chats	22
recommend a tool to track and compare our brand's visibility in various ai answer engines over time 22 chats	22
which software helps track where our content is being used by different ai assistants and measures relative rank 21 chats	21
is there a tool that crawls ai assistants to show which of our pages are used as answers and where 22 chats	22
best platform for tracking ai assistant visibility and measuring competitive share of voice for an enterprise 22 chats	22
what software can monitor multiple conversational ai systems to tell me which queries our brand ranks for 23 chats	23
recommend a tool to aggregate ai answer engine analytics across several assistants for a marketing team on a tight budget 22 chats	22
which tool can alert me when our content is cited by different ai assistants or answer engines 23 chats	23
is there a platform that tracks how often our pages are surfaced by multiple ai answer services for a freelancer 22 chats	22
which software will show ai answer performance and citation sources across several assistant providers for a local business 23 chats	23
which platform can track multi-assistant answer positions and provide historic trends for our content marketing team 23 chats	23
is there software that identifies which queries drive visibility across various ai assistants for an online publisher 22 chats	22
best tool to track and report ai assistant citations and answer placements across multiple platforms for client dashboards 22 chats	22
what tool can help monitor answer engine rankings and map which of our product pages are used by different ai assistants 22 chats	22
is there a tool to track and export multi-assistant answer visibility data for further analysis by our analytics team 22 chats	22
is there a platform to track multi-assistant answer placements and provide API access for our engineering team 22 chats	22
Free AI visibility checkers 18 prompts, modeled 33/mo
I run a small content studio on a tight budget, which tool can i use for a free one-off ai visibility check on my articles?22 chats	22
we're a local business and want a quick free grader to see if our site appears in ai assistants, what should i use?22 chats	22
freelancer here making seo reports for clients, is there a free checker that shows ai share of voice for a url?22 chats	22
I manage a niche blog and need a free ai visibility checker to test a handful of pages, any recommendations?22 chats	22
agency strategist needs a quick one-off ai citation tracker for a competitor url, which free checker works best?22 chats	22
I'm new to ai visibility, what free tool can give me a readable one-page report for a few sample queries?22 chats	22
small ecommerce owner: is there a free checker to see whether my product pages appear in ai assistant answers?22 chats	22
solo blogger with limited time, which free ai visibility checker gives a simple verdict on content optimization?23 chats	23
I run a SaaS docs site and want a free grader to test whether key docs are cited by ai assistants, any suggestions?22 chats	22
I'm doing competitive research and need a free one-time ai visibility snapshot across a few competitor urls, recommend a tool?22 chats	22
in-house seo on a tiny team: which free checker can I use to get ai visibility data for top landing pages?22 chats	22
content strategist exploring ai answer optimization, which free platform gives one-off analysis for selected pages?22 chats	22
freelance copywriter: which free grader can tell me if my article excerpts are showing up in ai assistants?22 chats	22
small agency pitching ai readiness, is there a free checker we can run live in meetings for quick results?22 chats	22
non-technical founder: what's the best free ai visibility checker that doesn't require api keys or setup?22 chats	22
ecommerce marketer on a budget: which free checker can quickly show ai share of voice for a category page?22 chats	22
freelance seo consultant: which free tool gives a concise ai visibility grade i can share with clients?23 chats	23
startup marketer: looking for a free ai visibility checker to demonstrate risk to investors, what should i use?23 chats	23
Agency reporting for AI visibility 18 prompts, modeled 9/mo
which tool can my marketing agency use to generate client-ready reports on how their brand appears in chat assistants and ai answer results 22 chats	22
best software for agencies to track ai share of voice across multiple clients and export polished reports 23 chats	23
is there a platform that helps an agency monitor ai citations and produce white-label reports for clients 22 chats	22
recommend a tool that makes it easy for a small digital agency to present ai crawler analytics in powerpoint-ready format 22 chats	22
which tool lets an agency combine ai assistant ranking data with traditional seo metrics for client reporting 22 chats	22
best software for generating monthly ai visibility dashboards for dozens of local business clients 22 chats	22
is there a platform that can track client-specific ai answer snippets and produce client-facing summaries 22 chats	22
what tool should a boutique agency use to identify which pages get cited by ai assistants and make client reports 22 chats	22
recommend a solution that allows agencies to schedule automated ai visibility reports for stakeholders 23 chats	23
which tool helps an agency monitor ai-driven content mentions and export client-branded pdf reports 22 chats	22
which platform can an agency use to track changes in ai citations over time and deliver executive summaries to clients 23 chats	23
best tool for agencies to aggregate ai assistant visibility across regions and produce client-ready analytics 22 chats	22
is there a tool that helps agencies map which keywords trigger client answers in ai assistants for reporting 23 chats	23
recommend a platform that supports multi-client ai visibility reporting with role-based access for agency teams 22 chats	22
best software for an agency to create white-label ai visibility reports with custom branding 23 chats	23
which tool can help an agency monitor how often clients are referenced by different ai assistants and deliver client summaries 22 chats	22
recommend a tool that lets an agency compare client ai visibility before and after content updates and produce client reports 22 chats	22
recommend a platform that supports exporting ai visibility data into client crm or reporting suites for seamless reporting 22 chats	22
Brand sentiment in AI answers 18 prompts, modeled 14/mo
which tool can track how positively chat assistants talk about my brand over time and show sentiment trends 22 chats	22
best software for monitoring brand sentiment in AI-generated answers across multiple assistants 22 chats	22
recommend a tool that captures AI answers mentioning my local business and scores their sentiment for reporting 22 chats	22
which tool can alert our marketing team when AI assistants start giving more negative sentiment about our brand 22 chats	22
is there a tool that visualizes sentiment trends for our brand in AI answers across regions and languages 22 chats	22
which software can crawl popular AI assistants and extract sentiment-labeled snippets mentioning my company 22 chats	22
recommend a solution for tracking sentiment shifts in AI answers after a PR crisis or product launch 22 chats	22
is there a platform that tracks sentiment of AI citations and shows which sources lead to positive vs negative answers 22 chats	22
best software for combining AI answer sentiment data with web traffic to see impact on conversions 22 chats	22
is there a tool that scores the tone of AI assistant responses about our services and segments by intent (review, recommendation, comparison)22 chats	22
recommend a platform that keeps historical records of AI answer sentiment so we can prove improvement over time 22 chats	22
which tool allows our PR team to filter AI assistant mentions by sentiment and export clips for media monitoring 23 chats	23
best solution for enterprises to get daily sentiment reports from multiple AI assistant sources 23 chats	23
which tool can map sentiment changes in AI answers to specific content updates we made on our website 22 chats	22
recommend a platform that detects sudden drops in positive AI sentiment and suggests which answers caused it 21 chats	21
which platform can my agency use to benchmark client brand sentiment in AI assistants against category averages 23 chats	23
recommend a tool that captures sentiment per AI assistant model (different LLMs) when they mention our brand 22 chats	22
which tool can integrate AI answer sentiment data into our BI system for executive reporting 23 chats	23

Fan-out Queries: What ChatGPT searches for

Where this week's 305 answers came from: 130 used live web search (43%), 175 came from ChatGPT's memory (57%).

43% live web search57% from memory

The most frequent queries in the searched answers:

Fan-out Queries	Topic	Times run
"AI citations" sentiment sources positive negative answers platform brand monitoring citationsBrand sentiment in AI answersran 1 timessee the answers	Brand sentiment in AI answers	1
"AI search" "citation" monitoring sources sentiment platformBrand sentiment in AI answersran 1 timessee the answers	Brand sentiment in AI answers	1
"AI search" rankings "SEO" reporting agency client dashboardsAgency reporting for AI visibilityran 1 timessee the answers	Agency reporting for AI visibility	1
"AI visibility" citations sentiment brand monitoring ChatGPT Perplexity sourcesBrand sentiment in AI answersran 1 timessee the answers	Brand sentiment in AI answers	1
AI answer citation accuracy monitoring archive LLM responses citation audit toolAnswer engine optimization toolsran 1 timessee the answers	Answer engine optimization tools	1
AI answer engine analytics platform track ChatGPT Perplexity Gemini brand mentions pricing 2026Multi-platform AI rank trackingran 1 timessee the answers	Multi-platform AI rank tracking	1
AI answer engine citation tracking product ecommerce ChatGPT Perplexity Google AI Overviews citation monitoring toolsAI citation trackingran 1 timessee the answers	AI citation tracking	1
AI answer engine optimization monitoring tools track citations product pages assistantsMulti-platform AI rank trackingran 1 timessee the answers	Multi-platform AI rank tracking	1

ChatGPT's own queries, not what people type. The per-answer breakdown lives on each prompt's answers page.

Sources AI answers cite for ai visibility tools

Open a domain for its cited pages and the prompts that trigger them. See the full source breakdown.

Domain	Citations
tryprofound.com	2750
otterly.ai	2320
ahrefs.com	1460
peec.ai	1441
arxiv.org	1115
semrush.com	1066
cloudflare.com	722
scrunch.com	493
reddit.com	493
techradar.com	490

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Data collected daily on ChatGPT. Last updated 24th Aug 2026. Every rate shows a 95% confidence interval. How we measure this.