{
  "study": "Cross-engine AI citation and brand-recommendation study",
  "publisher": "Is My Brand in AI",
  "url": "https://ismybrandinai.com/do-ai-engines-cite-the-same-sources",
  "license": "CC BY 4.0",
  "round": 2,
  "collected": "2026-08-06 / 2026-08-07",
  "market": "United States, English",
  "sector": "B2B SaaS buyer questions",
  "runs": 48,
  "runs_per_engine": 12,
  "runs_per_question": 4,
  "repetitions_per_pair": 1,
  "source_type_codes": {
    "V": "vendor's own site",
    "RM": "review or authority media",
    "L": "independent listicle or niche blog",
    "R": "Reddit",
    "F": "other forum",
    "YT": "YouTube",
    "WK": "reference work"
  },
  "known_limits": [
    "Single run per engine-question pair; a single run cannot separate a stable pattern from a lucky draw.",
    "ChatGPT and Google AI Overview hide some sources behind a plus-N badge; the lists here are what was visible, so source counts are a lower bound.",
    "ChatGPT ran in temporary chat, which is required for a clean session but leaves no shareable transcript.",
    "One market, one sector, one moment in time."
  ],
  "rows": [
    {
      "question_id": 1,
      "question": "best CRM for startups",
      "intent": "recommendation",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "HubSpot CRM | Pipedrive | Zoho CRM | Freshsales | Attio",
      "brand_count": 5,
      "sources_with_type": "hubspot.com (V) | pipedrive.com (V) | zoho.com (V) | techradar.com (RM) | freshworks.com (V) | attio.com (V) | reddit.com (R)",
      "source_count": 7
    },
    {
      "question_id": 1,
      "question": "best CRM for startups",
      "intent": "recommendation",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot CRM | Zoho CRM | Pipedrive | Salesflare | Salesforce",
      "brand_count": 5,
      "sources_with_type": "techradar.com (RM) | zoho.com (V) | pipedrive.com (V) | hubspot.com (V) | monday.com (V) | techrepublic.com (RM) | upliftgtm.com (L) | salesflare.com (V) | bestcrmreviews.com (L) | boringbusinessnerd.com (L) | podium.com (V) | buyersprint.com (L) | tinycommand.com (L) | hackingdemand.com (L) | grouglobal.com (L) | forbes.com (RM) | checkthat.ai (L) | engagebay.com (V) | codestringers.com (L)",
      "source_count": 19
    },
    {
      "question_id": 1,
      "question": "best CRM for startups",
      "intent": "recommendation",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot | Attio | Pipedrive | Close | Folk | Salesforce Starter",
      "brand_count": 6,
      "sources_with_type": "salesflare.com (V) | Lightfield (L) | UpliftGTM (L)",
      "source_count": 3
    },
    {
      "question_id": 1,
      "question": "best CRM for startups",
      "intent": "recommendation",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "HubSpot | Pipedrive | Attio",
      "brand_count": 3,
      "sources_with_type": "hubspot.com (V) | reddit.com (R) | youtube.com (YT) | zendesk.com (V) | monday.com (V) | baserow.io (V)",
      "source_count": 6
    },
    {
      "question_id": 2,
      "question": "best project management software for small teams",
      "intent": "recommendation",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "Asana | ClickUp | monday.com | Trello | Notion | Basecamp",
      "brand_count": 6,
      "sources_with_type": "zapier.com (V) | project-management.com (RM) | asana.com (V) | clickup.com (V) | monday.com (V) | trello.com (V) | notion.so (V) | basecamp.com (V) | reddit.com (R)",
      "source_count": 9
    },
    {
      "question_id": 2,
      "question": "best project management software for small teams",
      "intent": "recommendation",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "ClickUp | Monday.com | Asana | Trello | Plaky",
      "brand_count": 5,
      "sources_with_type": "wrike.com (V) | plaky.com (V) | softbliq.com (L) | stackpicked.com (L) | voidsyntax.com (L) | monday.com (V) | cloudwards.net (RM) | youtube.com (YT) | processdriven.co (L) | zapier.com (V) | project-management.com (RM) | thedigitalprojectmanager.com (RM)",
      "source_count": 12
    },
    {
      "question_id": 2,
      "question": "best project management software for small teams",
      "intent": "recommendation",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "monday.com | Asana | Trello | ClickUp | Notion | Jira",
      "brand_count": 6,
      "sources_with_type": "reddit.com (R) | zapier.com (V) | project-management.com (RM) | celoxis.com (V)",
      "source_count": 4
    },
    {
      "question_id": 2,
      "question": "best project management software for small teams",
      "intent": "recommendation",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Trello | Asana | Basecamp | ClickUp",
      "brand_count": 4,
      "sources_with_type": "asana.com (V) | youtube.com (YT) | zapier.com (V) | ifourtechnolab.com (L) | icagile.com (L) | uphere.ca (L) | project-management.com (RM) | zoho.com (V) | admina.moneyforward.com (L) | actitime.com (V) | softwaresuggest.com (RM) | clickup.com (V) | grandviewresearch.com (L) | agilemania.com (L) | breadnbeyond.com (L) | softwareadvice.com (RM) | thedigitalprojectmanager.com (RM) | float.com (V) | planable.io (V) | udemy.com (L)",
      "source_count": 20
    },
    {
      "question_id": 3,
      "question": "best email marketing platform",
      "intent": "recommendation",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "Mailchimp | Brevo | HubSpot | Omnisend | Kit (ConvertKit) | MailerLite | ActiveCampaign",
      "brand_count": 7,
      "sources_with_type": "mailchimp.com (V) | techradar.com (RM) | brevo.com (V) | hubspot.com (V) | omnisend.com (V) | kit.com (V) | reddit.com (R) | mailerlite.com (V) | activecampaign.com (V)",
      "source_count": 9
    },
    {
      "question_id": 3,
      "question": "best email marketing platform",
      "intent": "recommendation",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "ActiveCampaign | Brevo | Kit (ConvertKit)",
      "brand_count": 3,
      "sources_with_type": "brevo.com (V) | techradar.com (RM) | emailvendorselection.com (RM) | ventureharbour.com (L) | hostinger.com (V) | lagrowthmachine.com (L) | zoominfo.com (V) | mailtrap.io (V)",
      "source_count": 8
    },
    {
      "question_id": 3,
      "question": "best email marketing platform",
      "intent": "recommendation",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Klaviyo | Kit (ConvertKit) & Beehiiv | ActiveCampaign | MailerLite | Brevo | HubSpot",
      "brand_count": 6,
      "sources_with_type": "sender.net (V) | useinsider.com (V) | Reinhardt Designs (L) | activecampaign.com (V)",
      "source_count": 4
    },
    {
      "question_id": 3,
      "question": "best email marketing platform",
      "intent": "recommendation",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Omnisend | Kit (ConvertKit) | ActiveCampaign | HubSpot",
      "brand_count": 4,
      "sources_with_type": "zapier.com (V) | reddit.com (R) | pcmag.com (RM) | youtube.com (YT) | ventureharbour.com (L)",
      "source_count": 5
    },
    {
      "question_id": 4,
      "question": "best AI writing tools",
      "intent": "recommendation",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "ChatGPT | Claude | Grammarly | Perplexity | Jasper",
      "brand_count": 5,
      "sources_with_type": "claude.ai (V) | docs.anthropic.com (V) | grammarly.com (V) | support.grammarly.com (V) | perplexity.ai (V) | jasper.ai (V) | sieva.co (L) | vantagelabsai.com (L)",
      "source_count": 8
    },
    {
      "question_id": 4,
      "question": "best AI writing tools",
      "intent": "recommendation",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "ChatGPT | Claude",
      "brand_count": 2,
      "sources_with_type": "zapier.com (V) | buffer.com (V) | kontent.ai (V) | substack.com (L) | rivalflow.com (V) | g2.com (RM) | zemith.com (V) | youtube.com (YT) | textcortex.com (V) | shortform.com (V) | emailvendorselection.com (RM)",
      "source_count": 11
    },
    {
      "question_id": 4,
      "question": "best AI writing tools",
      "intent": "recommendation",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Claude | ChatGPT | Google Gemini | Grammarly | Jasper / Surfer SEO | Sudowrite | Copy.ai",
      "brand_count": 7,
      "sources_with_type": "eesel.ai (V) | pcmag.com (RM) | forbes.com (RM) | conductor.com (V) | editGPT (V)",
      "source_count": 5
    },
    {
      "question_id": 4,
      "question": "best AI writing tools",
      "intent": "recommendation",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "ChatGPT | Claude | Sudowrite",
      "brand_count": 3,
      "sources_with_type": "ilampadmanabhan.medium.com (L) | aimadesimple0.substack.com (L) | legendfiction.substack.com (L) | reddit.com (R) | zapier.com (V) | youtube.com (YT) | storyflow.so (V) | thecmo.com (RM) | compose.ly (L) | upgrad.com (L) | writeabookai.com (V)",
      "source_count": 11
    },
    {
      "question_id": 5,
      "question": "HubSpot vs Salesforce",
      "intent": "comparison",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "HubSpot | Salesforce",
      "brand_count": 2,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 5,
      "question": "HubSpot vs Salesforce",
      "intent": "comparison",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot | Salesforce",
      "brand_count": 2,
      "sources_with_type": "hubspot.com (V) | salesforce.com (V) | zapier.com (V) | forbes.com (RM) | techrepublic.com (RM) | ventureharbour.com (L) | business.com (RM) | youtube.com (YT) | krausetutorials.com (L) | eliaskrause.com (L) | integrateiq.com (L) | avoma.com (V) | crmswitch.com (L)",
      "source_count": 13
    },
    {
      "question_id": 5,
      "question": "HubSpot vs Salesforce",
      "intent": "comparison",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot | Salesforce",
      "brand_count": 2,
      "sources_with_type": "Mountainise (L) | aira.net (L) | HyphenX Solutions (L) | monday.com (V) | itechtrove (L) | resonatehq.com (L)",
      "source_count": 6
    },
    {
      "question_id": 5,
      "question": "HubSpot vs Salesforce",
      "intent": "comparison",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "HubSpot | Salesforce",
      "brand_count": 2,
      "sources_with_type": "reddit.com (R) | crmswitch.com (L) | youtube.com (YT) | avoma.com (V) | revopscoop.com (L) | resonatehq.com (L) | clevyr.com (L) | tech-insider.org (L)",
      "source_count": 8
    },
    {
      "question_id": 6,
      "question": "Notion vs Asana",
      "intent": "comparison",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "Notion | Asana",
      "brand_count": 2,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 6,
      "question": "Notion vs Asana",
      "intent": "comparison",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Asana | Notion",
      "brand_count": 2,
      "sources_with_type": "nuclino.com (V) | productivetemply.com (L) | match-vs.com (L) | teachfloor.com (V) | thebusinessdive.com (L) | reddit.com (R) | plaky.com (V) | forbes.com (RM) | techrepublic.com (RM) | thedigitalprojectmanager.com (RM)",
      "source_count": 10
    },
    {
      "question_id": 6,
      "question": "Notion vs Asana",
      "intent": "comparison",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Notion | Asana",
      "brand_count": 2,
      "sources_with_type": "Zoye (L) | thedigitalprojectmanager.com (RM) | Temply (L) | breeze.pm (V)",
      "source_count": 4
    },
    {
      "question_id": 6,
      "question": "Notion vs Asana",
      "intent": "comparison",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Asana | Notion",
      "brand_count": 2,
      "sources_with_type": "reddit.com (R) | youtube.com (YT) | productivetemply.com (L) | efficient.app (L) | techrepublic.com (RM) | rock.so (V) | agencysupply.co (L) | breeze.pm (V) | everhour.com (V) | plaky.com (V) | leadadvisors.com (L)",
      "source_count": 11
    },
    {
      "question_id": 7,
      "question": "Mailchimp vs Klaviyo",
      "intent": "comparison",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "Mailchimp | Klaviyo",
      "brand_count": 2,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 7,
      "question": "Mailchimp vs Klaviyo",
      "intent": "comparison",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Mailchimp | Klaviyo",
      "brand_count": 2,
      "sources_with_type": "zapier.com (V) | sendpulse.com (V) | emailtooltester.com (RM) | mailchimp.com (V) | systeme.io (V) | marketerhire.com (L) | mayple.com (L) | klaviyo.com (V) | mparticle.com (V) | reddit.com (R)",
      "source_count": 10
    },
    {
      "question_id": 7,
      "question": "Mailchimp vs Klaviyo",
      "intent": "comparison",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Mailchimp | Klaviyo",
      "brand_count": 2,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 7,
      "question": "Mailchimp vs Klaviyo",
      "intent": "comparison",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Klaviyo | Mailchimp",
      "brand_count": 2,
      "sources_with_type": "klaviyo.com (V) | mailchimp.com (V) | emailtooltester.com (RM) | youtube.com (YT) | zapier.com (V) | mparticle.com (V) | mailercloud.com (V) | technologyadvice.com (RM) | learn.g2.com (RM)",
      "source_count": 9
    },
    {
      "question_id": 8,
      "question": "how to choose a CRM",
      "intent": "how-to",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "HubSpot | Zoho | Pipedrive | Monday.com | Salesforce | Microsoft",
      "brand_count": 6,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 8,
      "question": "how to choose a CRM",
      "intent": "how-to",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "",
      "brand_count": 0,
      "sources_with_type": "crm.org (RM) | insightly.com (V) | rework.com (L) | softwares.com (L) | uschamber.com (RM) | youtube.com (YT) | nutshell.com (V) | superoffice.co (V) | nigelfrank.com (L)",
      "source_count": 9
    },
    {
      "question_id": 8,
      "question": "how to choose a CRM",
      "intent": "how-to",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot | Pipedrive | Freshsales | Salesforce Essentials | Zoho CRM | Klaviyo | ActiveCampaign | Salesforce Sales Cloud | Microsoft Dynamics 365",
      "brand_count": 9,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 8,
      "question": "how to choose a CRM",
      "intent": "how-to",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Salesforce | HubSpot | Zoho CRM",
      "brand_count": 3,
      "sources_with_type": "reddit.com (R) | community.hubspot.com (F) | youtube.com (YT) | uschamber.com (RM) | pipedrive.com (V) | cloudtalk.io (V) | insightly.com (V)",
      "source_count": 7
    },
    {
      "question_id": 9,
      "question": "how to reduce customer churn",
      "intent": "how-to",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "",
      "brand_count": 0,
      "sources_with_type": "",
      "source_count": 0
    },
    {
      "question_id": 9,
      "question": "how to reduce customer churn",
      "intent": "how-to",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "",
      "brand_count": 0,
      "sources_with_type": "stripe.com (V) | superoffice.com (V) | digitalocean.com (V) | qualtrics.com (V) | optimove.com (V) | contentsquare.com (V) | guideflow.com (V) | hubspot.com (V) | nextiva.com (V) | customergauge.com (V)",
      "source_count": 10
    },
    {
      "question_id": 9,
      "question": "how to reduce customer churn",
      "intent": "how-to",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "",
      "brand_count": 0,
      "sources_with_type": "SlideKit (L)",
      "source_count": 1
    },
    {
      "question_id": 9,
      "question": "how to reduce customer churn",
      "intent": "how-to",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "",
      "brand_count": 0,
      "sources_with_type": "superoffice.com (V) | reddit.com (R) | stripe.com (V) | appcues.com (V) | docebo.com (V) | youtube.com (YT)",
      "source_count": 6
    },
    {
      "question_id": 10,
      "question": "Salesforce alternatives",
      "intent": "alternatives",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "HubSpot | Microsoft Dynamics 365 | Zoho CRM | Pipedrive | Freshsales | Monday.com | SugarCRM | Odoo",
      "brand_count": 8,
      "sources_with_type": "randgroup.com (L)",
      "source_count": 1
    },
    {
      "question_id": 10,
      "question": "Salesforce alternatives",
      "intent": "alternatives",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot | Zoho CRM | Pipedrive | Microsoft Dynamics 365 | Monday.com",
      "brand_count": 5,
      "sources_with_type": "zendesk.com (V) | walkme.com (V) | jotform.com (V) | creatio.com (V) | rework.com (L) | croclub.com (L) | gartner.com (RM) | devrev.ai (V) | forbes.com (RM) | emailvendorselection.com (RM)",
      "source_count": 10
    },
    {
      "question_id": 10,
      "question": "Salesforce alternatives",
      "intent": "alternatives",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "HubSpot CRM | Microsoft Dynamics 365 | Zoho CRM | Pipedrive | Close CRM | Attio / Twenty | SuiteCRM | Odoo",
      "brand_count": 8,
      "sources_with_type": "Maximizer CRM (V) | LeadHaste (L) | Founding.dev (L)",
      "source_count": 3
    },
    {
      "question_id": 10,
      "question": "Salesforce alternatives",
      "intent": "alternatives",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Zoho CRM | HubSpot CRM | Microsoft Dynamics 365 | Pipedrive | Monday Sales CRM",
      "brand_count": 5,
      "sources_with_type": "zoho.com (V) | hubspot.com (V) | dynamics.microsoft.com (V) | pipedrive.com (V) | monday.com (V) | gartner.com (RM) | forbes.com (RM) | teamgate.com (V) | maximizer.com (V) | juro.com (V) | level6.com (L)",
      "source_count": 11
    },
    {
      "question_id": 11,
      "question": "cheaper alternatives to HubSpot",
      "intent": "alternatives",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "Zoho CRM | Pipedrive | Freshsales | Brevo | ActiveCampaign | EngageBay",
      "brand_count": 6,
      "sources_with_type": "Layer3Labs (L) | techradar.com (RM) | Searchlab (L) | StackSheriff (L) | ToolSwitcher (L)",
      "source_count": 5
    },
    {
      "question_id": 11,
      "question": "cheaper alternatives to HubSpot",
      "intent": "alternatives",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Zoho CRM | Pipedrive | Freshsales | Brevo | ActiveCampaign | EngageBay | Mailchimp | Monday CRM",
      "brand_count": 8,
      "sources_with_type": "nethunt.com (L) | getaitopia.com (L) | pipedrive.com (V) | brevo.com (V) | zendesk.com (V) | Searchlab (L) | hellyeahai.com (L) | emailtooltester.com (RM) | centripe.com (L) | emailvendorselection.com (RM) | sequenzy.com (L) | youtube.com (YT)",
      "source_count": 12
    },
    {
      "question_id": 11,
      "question": "cheaper alternatives to HubSpot",
      "intent": "alternatives",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "EngageBay | Zoho CRM / Zoho One | GoHighLevel | Pipedrive | Freshsales | Close | Brevo | ActiveCampaign",
      "brand_count": 8,
      "sources_with_type": "advanzo.ch (L) | AI Topia (L) | Reevo (V) | Searchlab (L)",
      "source_count": 4
    },
    {
      "question_id": 11,
      "question": "cheaper alternatives to HubSpot",
      "intent": "alternatives",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Zoho CRM | Pipedrive | EngageBay",
      "brand_count": 3,
      "sources_with_type": "zoho.com (V) | pipedrive.com (V) | engagebay.com (V) | zapier.com (V) | reddit.com (R) | brevo.com (V) | vendr.com (V)",
      "source_count": 7
    },
    {
      "question_id": 12,
      "question": "best free project management tools",
      "intent": "recommendation",
      "engine": "ChatGPT",
      "run_date": "2026-08-07",
      "brands_in_order": "Trello | Asana | Notion | ClickUp",
      "brand_count": 4,
      "sources_with_type": "trello.com (V) | asana.com (V) | notion.so (V) | help.clickup.com (V)",
      "source_count": 4
    },
    {
      "question_id": 12,
      "question": "best free project management tools",
      "intent": "recommendation",
      "engine": "Perplexity",
      "run_date": "2026-08-06/07",
      "brands_in_order": "ClickUp | Trello | Jira | Notion | Asana",
      "brand_count": 5,
      "sources_with_type": "clickup.com (V) | trello.com (V) | atlassian.com (V) | notion.so (V) | asana.com (V) | zapier.com (V) | airtable.com (V) | proprofsproject.com (L) | project-management.com (RM) | thedigitalprojectmanager.com (RM) | youtube.com (YT) | learn.g2.com (RM) | websiteplanet.com (RM) | solutions.trustradius.com (RM)",
      "source_count": 14
    },
    {
      "question_id": 12,
      "question": "best free project management tools",
      "intent": "recommendation",
      "engine": "Gemini",
      "run_date": "2026-08-06/07",
      "brands_in_order": "Trello | ClickUp | Asana | Notion | Airtable | Jira",
      "brand_count": 6,
      "sources_with_type": "zapier.com (V) | celoxis.com (V) | airtable.com (V)",
      "source_count": 3
    },
    {
      "question_id": 12,
      "question": "best free project management tools",
      "intent": "recommendation",
      "engine": "Google AI Overview",
      "run_date": "2026-08-06",
      "brands_in_order": "Trello | ClickUp | Asana | Jira",
      "brand_count": 4,
      "sources_with_type": "atlassian.com (V) | zapier.com (V) | youtube.com (YT)",
      "source_count": 3
    }
  ]
}