I'm the head of marketing at a 500-person software company. Leadership wants a monthly report on our visibility in AI search across ChatGPT, Gemini and Perplexity compared with three competitors. Which platform should we use?

One of the questions behind AI visibility tools ChatGPT recommends, asked as a Google search, reading its AI Overview on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: long.

What Google AI Overviews recommended, last 28 days

Every answer, newest first

1. Nov 12, 2026 Otterly.AI, Semrush One, RankSurf

   For a 500-person B2B software company tracking monthly visibility across ChatGPT, Gemini, and Perplexity against three competitors, you should use a dedicated Generative Engine Optimization (GEO) and AI search analytics platform like OtterlyAI or Semrush One rather than doing manual screenshots or stitching together a general SEO dashboard. semrush.com otterly.ai globenewswire.com semrush.com (B2B SaaS) Top 5 tools to monitor your brand's presence in AI

   Best Platform Options

   • OtterlyAI (Starts at $29/mo, with modular/higher plans like Standard/Premium)

     • Why it fits: It lets you pick specific engines (including ChatGPT, Gemini, and Perplexity) on a workspace level and runs automated conversational prompt sets to track brand mentions, share of voice, sentiment, rankings, and exact URL citations. It also includes agent analytics to see how AI crawlers hit your site. You can check plans via OtterlyAI Pricing. globenewswire.com otterly.ai youtube.com OtterlyAI Launches Agent Analytics, Making AI Agent Traffic

   • Semrush One (AI Visibility Toolkit) (From $99/mo)

     • Why it fits: If your team already uses Semrush for traditional SEO, their AI Visibility Toolkit merges traditional search metrics with prompt-level tracking across ChatGPT, Gemini, and AI search surfaces. It provides an AI Visibility Score (0–100), competitor share-of-voice comparisons, and prompt-gap analysis. You can explore the suite at Semrush One. semrush.com semrush.com semrush.com semrush.com semrush.com

   • RankSurf (Starts at $89/mo)

     • Why it fits: It specifically runs fixed prompt sets across ChatGPT, Perplexity, and Google/AI engines on a cadence, reporting mention rates and citation shares while diagnosing technical or content gaps. (B2B SaaS) Top 5 tools to monitor your brand's presence in AI softwareadvice.com

   Key Metrics to Include in Your Monthly Report

   To give leadership an actionable executive summary, structure your monthly report around:

   1. Share of Voice (SoV) per Engine: What percentage of category/buyer prompts mention your software versus your three competitors on ChatGPT, Gemini, and Perplexity. (Keep in mind that Gemini typically cites fewer sources while ChatGPT draws from a broader pool). softwareadvice.com (B2B SaaS) Top 5 tools to monitor your brand's presence in AI linkedin.com

   2. Citation & Source Share: Which third-party review sites, forums (like Reddit), or documentation pages the AIs cite when recommending your brand or your rivals. People are asking ChatGPT, Claude and Gemini who the best (B2B SaaS) Top 5 tools to monitor your brand's presence in AI

   3. Sentiment & Narrative Tracking: Whether the AI describes your software with positive, neutral, or outdated positioning. semrush.com

   4. Actionable Gap Analysis: A list of specific prompts where competitors win the recommendation and what page-level or content fixes are required. (B2B SaaS) Top 5 tools to monitor your brand's presence in AI softwareadvice.com

   If you want to narrow this down, let me know:

   • Do you already use Semrush or another SEO suite?
   • Roughly how many target buyer prompts/questions do you want to test each month?

   Sources semrush.comotterly.aiglobenewswire.comreddit.comyoutube.comyahoo.comsoftwareadvice.comlinkedin.cominstagram.com

   Google's results for this search

   1. 1. (B2B SaaS) Top 5 tools to monitor your brand's presence in ...
   2. 2. ChatGPT vs Gemini AI Visibility and Search Results
   3. 3. 11 Best AI Search Visibility Tools For SaaS In 2026
   4. 4. The 25 Best AI SEO Tools in 2026
   5. 5. How to Choose the Best AI Visibility Provider
   6. 6. What are the best tools for comparing AI search visibility ...
   7. 7. How to Track Your Brand Across AI Search with Semrush One
   8. 8. Best AI Search Visibility Tools in 2026: the buyer's shortlist
   9. 9. 11 Best AI Visibility Tracking Tools - Vendor-Neutral Picks

Who made this: Askadia makes an AI visibility tracker. We publish Google AI Overviews's answers as they came; no product pays to be listed or can opt out.