See whether AI answers like ChatGPT and AI Overviews mention you, and who they name instead. Pantora drafts website improvements from what it finds.
AI mentionsLast 12 weeks
Your businessPassed in week 7
Smith Tile Co.competitor
WhoisagoodtilecontractornearHollySprings?
ChatGPTRecommended · #1
Google AIMentioned · #3
Also named
Smith Tile Co.North Georgia Floors
A customer asks AI who to hire in your town, and the answer comes back with a few names. You don’t know whether yours is one of them, or which competitors are. Pantora asks the questions your customers ask and shows you the answers.
Where AI mentions you, how it describes you, and how you compare with competitors
Pantora puts your customers’ questions to AI tools and records whether you appear, where you land in the answer, and which competitors get named.
100
questions per check
WhoisagoodrooferinMarietta?
ChatGPTRecommended · #1
Google AIMentioned · #3
Also named
Summit RoofingPeachtree Roofers
Compare your AI mentions with competitors
See which competitors show up in AI answers and how often they’re mentioned. Track the trend over time and focus on the businesses competing for the same customers.
Trends
for your business and competitors
AI mentionsLast 12 weeks
Your businessGaining
Summit Roofingcompetitor
What AI says about your pricing and reliability
Pantora reviews how AI and the web describe your pricing, quality, service, responsiveness, reliability, expertise, and communication. You get a plain summary of what you do well and what to look into.
7
ways customers judge you, scored
How AI describes youThis week
Responsiveness86
Quality91
Pricing64
Communication78
ReliableFair pricingSlow to reply
What's included
Know how you show up in AI answers
See what AI answers say about you and your competitors. Pantora spots what your website may be missing and drafts improvements for you to approve.
AI answers checked automatically
Your customers’ questions, checked in AI tools, with your mentions and position recorded.
Competitors named instead
A table of every competitor AI mentioned, how often, and the trend over weeks. Ignore the ones that don’t matter.
Trends you can read
See how mentions, average position, questions, and competitors change over time.
How AI describes you
A summary of how your pricing, quality, service, responsiveness, reliability, expertise, and communication are described online.
Visits that came from AI
Your website analytics flag visitors who arrived from an AI assistant and AI systems reading your site, month over month.
A monthly summary, written for you
Each month Pantora writes a plain summary of what moved, and the dashboard card keeps mentions and questions in view.
app.pantora.aiLive
Visibility
See how you and your competitors appear in AI answers, including ChatGPT and AI Overviews.
SummaryTrendsMentions
AI mentions · this week
31+6
Recommended first
9+2
Questions asked
48
Competitors named
5
QuestionChatGPTGoogle AIAlso named
Who is a good tile contractor near Holly Springs?#1#3Smith Tile Co.
Best bathroom remodeler in Canton GA#2#1North Georgia Floors
How much does tile cost per square foot?CitedNot yetHome Depot
Why customers ask AI assistants who to hire, what those answers are built from, and how to track and improve yours.
See how customers find you in AI answers
Customers can use AI answers to research services and compare local businesses. The answers may name companies, describe their work, and link to sources. Knowing whether your business shows up gives you another view of how people can find you.
AI visibility is different from a Google search ranking. Answers vary with the question, location, platform, and time of the check. Pantora checks relevant customer questions and records whether you and your competitors appear, so you can compare answers over time.
who is a good roofer in marietta
best family dentist near me
which hvac company should i call
Check customer questions and track the answers over time
AI answers can change between checks, so one result doesn’t tell the whole story. Pantora checks questions about your services and service areas in AI tools. It records whether your business appears, where it appears in the answer, and which competitors are named. Comparing those results over time helps you see where you’re being found.
The summary shows mentions, average position, questions checked, and competitors named. Trends help you compare checks over time. Open a question to see whether your business appeared and who else was mentioned, or use the competitors view to see which businesses show up regularly. Competitors that aren’t relevant to your business can be dismissed.
AI tools may draw on your website, reviews, business listings, and information published elsewhere. Useful service pages and consistent business details give these tools more information to work with. Recent, honest customer reviews also help people understand the experience your business provides.
Pantora also reviews how your business is described online: pricing, quality, customer service, responsiveness, reliability, expertise, and communication. The summary helps you spot concerns that may need attention. For example, reviews about slow callbacks can show a need to improve how calls are handled. You can then track how those descriptions change as you update your website and respond to customers.
Competitor comparisons help you decide what to improve. If AI answers mention another company for a service you offer, check whether your website clearly covers that service. Pantora uses those findings, along with customer searches and page performance, to draft answers and updates for you to approve. It also tracks results over time so you can see whether your business appears more often.
Your website, Google Business Profile, and reviews all deserve attention. Keep services and hours accurate, answer useful customer questions, and respond thoughtfully to reviews. Pantora brings this work together with search and competitor tracking. You can also check visits referred by AI tools and activity from AI crawlers, while keeping those measures separate from leads and revenue.
No business controls what an AI tool recommends. Pantora tracks your business in AI answers and compares the results with local competitors. You need a live, verified domain for tracking. The first checks set a starting point, and later checks help show whether mentions and descriptions are changing.
Your free report gives you an initial look at how your business appears. The subscription adds ongoing tracking, competitor comparisons, and proposed website improvements. You can see which questions mention your business, which competitors appear, and whether your changes are helping. Results take time and vary by business and market.
Pantora checks AI answers including ChatGPT and Google Gemini, using questions about your services and service areas. Each check records whether your business appears and which competitors are mentioned. Your website analytics also show visits from AI assistants.
No, and be wary of anyone who says they can. What Pantora does is track whether you’re mentioned, show you which questions and competitors you’re losing to, and do the work most likely to change it: answer pages, automatic website improvements, reviews handled, a complete Google profile. The chart shows whether it worked. Nobody can promise the answer.
From your own business. Pantora builds a library of the questions customers ask about your services and service areas, publishes the answers on your site and your answers page, and those same questions are what it asks the assistants. You can add, edit, or archive questions any time, and the library shows rank, mentions, and competitors per question.
AI tools can give different answers to the same question. Pantora tracks mentions, average position, and competitors over time so you can see a pattern across checks. A single answer is useful context, but it doesn’t establish a trend.
It summarizes how AI and the web describe your pricing, quality, customer service, responsiveness, reliability, expertise, and communication. It draws on what’s written about your business online. Use it to spot strengths and concerns, then review the underlying information before deciding what to change.
Not for tracking. Visibility tracking works with your existing website once you verify its domain. Automatic website improvements need a site Pantora hosts, so approved changes can be published and measured. Your existing site stays live while we build the new one.
A first look, in about a minute: what AI says when asked about your kind of business in your town, whether you came up, and who did. It’s a snapshot, not the reports over time, but it’s your real business and your real competitors. From there, the trial adds the automatic checks, the trends, and the work to improve them.
