AI Visibility Reports
Per-vendor cards from the AI Recommendation Audit 2026: what 147 B2B and go-to-market tools are actually recommended by eight AI engines across 16 buyer categories. Every number is a recorded model output, canonicalized and scored open under CC-BY-4.0 (DOI). Cross-engine agreement was 0%, so each report discloses the swing the single-number trackers hide.
- HubSpot HubSpot is the AI’s #1 pick in 5 of 16 B2B categories, but only 7 of 8 engines agree
- Ahrefs Ahrefs is the AI’s #1 pick in 2 of 16 B2B categories, but only 6 of 8 engines agree
- Mailchimp Mailchimp is the AI’s #1 pick in 1 of 16 B2B categories, but only 4 of 8 engines agree
- Zendesk Zendesk is the AI’s #1 pick in 1 of 16 B2B categories, but only 7 of 8 engines agree
- Calendly Calendly is the AI’s #1 pick in 1 of 16 B2B categories, but only 7 of 8 engines agree
- Apollo.io Apollo.io is the AI’s #1 pick in 2 of 16 B2B categories, but only 4 of 8 engines agree
- Jasper Jasper is the AI’s #1 pick in 1 of 16 B2B categories, but only 7 of 8 engines agree
- Unbounce Unbounce is the AI’s #1 pick in 1 of 16 B2B categories, but only 5 of 8 engines agree
- SEMrush SEMrush is the AI’s #1 pick in 1 of 16 B2B categories, but only 2 of 8 engines agree
- Asana Asana is the AI’s #1 pick in 1 of 16 B2B categories, but only 4 of 8 engines agree
- Hootsuite Hootsuite is the AI’s #1 pick in 1 of 16 B2B categories, but only 3 of 8 engines agree
- Buffer Buffer is the AI’s #1 pick in 1 of 16 B2B categories, but only 5 of 8 engines agree
- ChatGPT ChatGPT is the AI’s #1 pick in 1 of 16 B2B categories, but only 4 of 8 engines agree
- Outreach Outreach is the AI’s #1 pick in 1 of 16 B2B categories, but only 3 of 8 engines agree
- ActiveCampaign ActiveCampaign is the AI’s #1 pick in 2 of 16 B2B categories, but only 2 of 8 engines agree
- SurveyMonkey SurveyMonkey is the AI’s #1 pick in 1 of 16 B2B categories, but only 4 of 8 engines agree
- Freshdesk Freshdesk is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Salesforce Salesforce is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Klaviyo Klaviyo is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Typeform Typeform is the AI’s #1 pick in 1 of 16 B2B categories, but only 2 of 8 engines agree
- Amplitude Amplitude is the AI’s #1 pick in 1 of 16 B2B categories, but only 5 of 8 engines agree
- Mixpanel Mixpanel is the AI’s #1 pick in 1 of 16 B2B categories, but only 2 of 8 engines agree
- Marketo Marketo is the AI’s #1 pick in 1 of 16 B2B categories, but only 2 of 8 engines agree
- ClickUp ClickUp is the AI’s #1 pick in 1 of 16 B2B categories, but only 3 of 8 engines agree
- Dialogflow Dialogflow is the AI’s #1 pick in 1 of 16 B2B categories, but only 3 of 8 engines agree
- Copy.ai Copy.ai appears in 1 of 16 AI-recommendation categories (best: #2 in AI copywriting)
- Google Analytics Google Analytics is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Surfer Surfer is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Intercom Intercom appears in 1 of 16 AI-recommendation categories (best: #3 in Customer support)
- Sprout Social Sprout Social appears in 1 of 16 AI-recommendation categories (best: #3 in Social media management)
- Instapage Instapage appears in 1 of 16 AI-recommendation categories (best: #2 in Landing page builders)
- Zoho Zoho appears in 1 of 16 AI-recommendation categories (best: #3 in CRM)
- Salesloft Salesloft appears in 1 of 16 AI-recommendation categories (best: #4 in Sales engagement)
- Trello Trello is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Qualtrics Qualtrics is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Writesonic Writesonic appears in 1 of 16 AI-recommendation categories (best: #3 in AI copywriting)
- Wix Wix appears in 1 of 16 AI-recommendation categories (best: #3 in Landing page builders)
- Google Forms Google Forms appears in 1 of 16 AI-recommendation categories (best: #4 in Survey / forms)
- ZoomInfo ZoomInfo appears in 1 of 16 AI-recommendation categories (best: #4 in Lead generation)
- Webflow Webflow is the AI’s #1 pick in 1 of 16 B2B categories, but only 2 of 8 engines agree
- LinkedIn Sales Navigator LinkedIn Sales Navigator appears in 1 of 16 AI-recommendation categories (best: #3 in Lead generation)
- Constant Contact Constant Contact appears in 1 of 16 AI-recommendation categories (best: #5 in Email marketing)
- Jira Jira appears in 1 of 16 AI-recommendation categories (best: #4 in Project management)
- Acuity Scheduling Acuity Scheduling appears in 1 of 16 AI-recommendation categories (best: #2 in Scheduling)
- JotForm JotForm appears in 1 of 16 AI-recommendation categories (best: #5 in Survey / forms)
- Tableau Tableau appears in 1 of 16 AI-recommendation categories (best: #4 in Product analytics)
- Brevo Brevo appears in 1 of 16 AI-recommendation categories (best: #6 in Email marketing)
- BrightEdge BrightEdge appears in 1 of 16 AI-recommendation categories (best: #2 in GEO / AI visibility)
- Salesforce Einstein Salesforce Einstein appears in 1 of 16 AI-recommendation categories (best: #4 in CRM)
- ManyChat ManyChat appears in 1 of 16 AI-recommendation categories (best: #3 in AI chatbots)
- Pipedrive Pipedrive appears in 1 of 16 AI-recommendation categories (best: #5 in CRM)
- WordLift WordLift is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Clearscope Clearscope appears in 1 of 16 AI-recommendation categories (best: #6 in SEO tools)
- Doodle Doodle appears in 1 of 16 AI-recommendation categories (best: #3 in Scheduling)
- ConvertKit ConvertKit appears in 2 of 16 AI-recommendation categories (best: #7 in Email marketing)
- Carrd Carrd appears in 1 of 16 AI-recommendation categories (best: #5 in Landing page builders)
- Salesforce Marketing Cloud Salesforce Marketing Cloud appears in 1 of 16 AI-recommendation categories (best: #5 in Marketing automation)
- Heap Heap appears in 1 of 16 AI-recommendation categories (best: #5 in Product analytics)
- Framer Framer appears in 1 of 16 AI-recommendation categories (best: #6 in Landing page builders)
- Microsoft Bot Framework Microsoft Bot Framework appears in 1 of 16 AI-recommendation categories (best: #4 in AI chatbots)
- Hootsuite Insights Hootsuite Insights appears in 1 of 16 AI-recommendation categories (best: #5 in Social media management)
- Later Later appears in 1 of 16 AI-recommendation categories (best: #4 in Social media management)
- Leadpages Leadpages appears in 1 of 16 AI-recommendation categories (best: #7 in Landing page builders)
- Pardot Pardot appears in 1 of 16 AI-recommendation categories (best: #7 in Marketing automation)
- Moz Pro Moz Pro appears in 1 of 16 AI-recommendation categories (best: #4 in SEO tools)
- Claude Claude is invisible across all 16 measured AI-recommendation categories
- Gemini Gemini appears in 1 of 16 AI-recommendation categories (best: #5 in AI chatbots)
- MarketMuse MarketMuse appears in 1 of 16 AI-recommendation categories (best: #8 in GEO / AI visibility)
- Lemlist Lemlist appears in 1 of 16 AI-recommendation categories (best: #6 in Sales engagement)
- Google Search Console Google Search Console appears in 1 of 16 AI-recommendation categories (best: #5 in SEO tools)
- Freshsales Freshsales appears in 1 of 16 AI-recommendation categories (best: #6 in CRM)
- Landbot Landbot appears in 1 of 16 AI-recommendation categories (best: #6 in AI chatbots)
- Reclaim.ai Reclaim.ai appears in 1 of 16 AI-recommendation categories (best: #4 in Scheduling)
- ScheduleOnce ScheduleOnce appears in 1 of 16 AI-recommendation categories (best: #6 in Scheduling)
- Setmore Setmore appears in 1 of 16 AI-recommendation categories (best: #5 in Scheduling)
- None None is the AI’s #1 pick in 1 of 16 B2B categories, but only 1 of 8 engines agree
- Moz Moz appears in 1 of 16 AI-recommendation categories (best: #8 in SEO tools)
- Pendo Pendo appears in 1 of 16 AI-recommendation categories (best: #6 in Product analytics)
- Brandwatch Brandwatch appears in 1 of 16 AI-recommendation categories (best: #6 in GEO / AI visibility)
- Salesforce Service Cloud Salesforce Service Cloud appears in 1 of 16 AI-recommendation categories (best: #4 in Customer support)
- Drift Drift is invisible across all 16 measured AI-recommendation categories
- Motion Motion appears in 1 of 16 AI-recommendation categories (best: #7 in Scheduling)
- Help Scout Help Scout appears in 1 of 16 AI-recommendation categories (best: #5 in Customer support)
- Lusha Lusha is invisible across all 16 measured AI-recommendation categories
- Notion Notion appears in 1 of 16 AI-recommendation categories (best: #5 in Project management)
- Clearbit Clearbit appears in 1 of 16 AI-recommendation categories (best: #5 in Lead generation)
- Zoho Desk Zoho Desk appears in 1 of 16 AI-recommendation categories (best: #6 in Customer support)
- Leadfeeder Leadfeeder appears in 1 of 16 AI-recommendation categories (best: #6 in Lead generation)
- Clockwise Clockwise appears in 1 of 16 AI-recommendation categories (best: #8 in Scheduling)
- Anyword Anyword appears in 1 of 16 AI-recommendation categories (best: #6 in AI copywriting)
- Microsoft Dynamics 365 Microsoft Dynamics 365 appears in 1 of 16 AI-recommendation categories (best: #7 in CRM)
- Omnisend Omnisend appears in 1 of 16 AI-recommendation categories (best: #8 in Email marketing)
- Screaming Frog Screaming Frog appears in 1 of 16 AI-recommendation categories (best: #7 in SEO tools)
- PostHog PostHog appears in 1 of 16 AI-recommendation categories (best: #7 in Product analytics)
- IBM Watson Assistant IBM Watson Assistant appears in 1 of 16 AI-recommendation categories (best: #8 in AI chatbots)
- Seamless.ai Seamless.ai appears in 1 of 16 AI-recommendation categories (best: #8 in Lead generation)
- Gorgias Gorgias appears in 1 of 16 AI-recommendation categories (best: #7 in Customer support)
- Otterly AI Otterly AI is invisible across all 16 measured AI-recommendation categories
- Chatfuel Chatfuel is invisible across all 16 measured AI-recommendation categories
- Segment Segment appears in 1 of 16 AI-recommendation categories (best: #8 in Product analytics)
- Smartsheet Smartsheet appears in 1 of 16 AI-recommendation categories (best: #6 in Project management)
- Hunter.io Hunter.io is invisible across all 16 measured AI-recommendation categories
- Hotjar Hotjar is invisible across all 16 measured AI-recommendation categories
- Frase Frase is invisible across all 16 measured AI-recommendation categories
- Rytr Rytr appears in 1 of 16 AI-recommendation categories (best: #7 in AI copywriting)
- Reply.io Reply.io appears in 1 of 16 AI-recommendation categories (best: #8 in Sales engagement)
- GetResponse GetResponse is invisible across all 16 measured AI-recommendation categories
- Yesware Yesware is invisible across all 16 measured AI-recommendation categories
- ClickFunnels ClickFunnels is invisible across all 16 measured AI-recommendation categories
- Botpress Botpress is invisible across all 16 measured AI-recommendation categories
- Ubersuggest Ubersuggest is invisible across all 16 measured AI-recommendation categories
- Wrike Wrike appears in 1 of 16 AI-recommendation categories (best: #7 in Project management)
- Drip Drip is invisible across all 16 measured AI-recommendation categories
- Microsoft Bookings Microsoft Bookings is invisible across all 16 measured AI-recommendation categories
- Microsoft Forms Microsoft Forms is invisible across all 16 measured AI-recommendation categories
- Alchemer Alchemer appears in 1 of 16 AI-recommendation categories (best: #8 in Survey / forms)
- Clay Clay is invisible across all 16 measured AI-recommendation categories
- Square Appointments Square Appointments is invisible across all 16 measured AI-recommendation categories
- Metricool Metricool appears in 1 of 16 AI-recommendation categories (best: #7 in Social media management)
- Appointlet Appointlet is invisible across all 16 measured AI-recommendation categories
- FullStory FullStory is invisible across all 16 measured AI-recommendation categories
- Agorapulse Agorapulse appears in 1 of 16 AI-recommendation categories (best: #8 in Social media management)
- SimplyBook.me SimplyBook.me is invisible across all 16 measured AI-recommendation categories
- Instantly Instantly is invisible across all 16 measured AI-recommendation categories
- SocialBee SocialBee is invisible across all 16 measured AI-recommendation categories
- Campaign Monitor Campaign Monitor is invisible across all 16 measured AI-recommendation categories
- Copper Copper appears in 1 of 16 AI-recommendation categories (best: #8 in CRM)
- Salesforce Essentials Salesforce Essentials is invisible across all 16 measured AI-recommendation categories
- AWeber AWeber is invisible across all 16 measured AI-recommendation categories
- SE Ranking SE Ranking is invisible across all 16 measured AI-recommendation categories
- LeadIQ LeadIQ is invisible across all 16 measured AI-recommendation categories
- Looker Looker is invisible across all 16 measured AI-recommendation categories
- Moosend Moosend is invisible across all 16 measured AI-recommendation categories
- Sendible Sendible is invisible across all 16 measured AI-recommendation categories
- Writer Writer is invisible across all 16 measured AI-recommendation categories
- Canva Canva is invisible across all 16 measured AI-recommendation categories
- Insightly Insightly is invisible across all 16 measured AI-recommendation categories
- Mixmax Mixmax is invisible across all 16 measured AI-recommendation categories
- Front Front is invisible across all 16 measured AI-recommendation categories
- Formstack Formstack is invisible across all 16 measured AI-recommendation categories
- Cognism Cognism is invisible across all 16 measured AI-recommendation categories
- SurveySparrow SurveySparrow is invisible across all 16 measured AI-recommendation categories
- Kustomer Kustomer is invisible across all 16 measured AI-recommendation categories
- Rasa Rasa is invisible across all 16 measured AI-recommendation categories
- Zoho Social Zoho Social is invisible across all 16 measured AI-recommendation categories
- BuzzSumo BuzzSumo is invisible across all 16 measured AI-recommendation categories
- Zoho Survey Zoho Survey is invisible across all 16 measured AI-recommendation categories