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Zendesk is #1 on all three AI engines, but Jira Service Management goes from #6 on ChatGPT to #11 on Gemini.

Each brand's rank by the share of answers that name it, engine by engine, for the same 200 help desk buyer questions asked on Oct 1, 2026 (AI Citation Index, week 40). Lines join a brand's rank on each engine; the brands in the takeaways are drawn in colour or black, the rest in grey.

Zendesk holds the top spot for best help desk software across all three major AI engines, named in 57% of ChatGPT answers, but the rankings below it shift enough to change a buyer's shortlist depending on which engine they consult. Intercom is #2 on ChatGPT yet drops to #3 on both Gemini and Google AI Overviews, where Freshdesk claims #2. The gap is sharpest for Jira Service Management, which ranks #6 on ChatGPT but falls to #11 on Gemini and sits at #8 on Google AI Overviews. These are rankings from 200 help desk buyer questions asked on Oct 1, 2026: a single-week snapshot, not a trend.

Sources: BrightEdge, ; G2,

Updated

Help desk brands ranked by ChatGPT, Gemini and Google AI Overviews: same questions, different order

Help desk brands ranked by ChatGPT, Gemini and Google AI Overviews: same questions, different orderZendesk is #1 on all three AI engines, but Jira Service Management goes from #6 on ChatGPT to #11 on Gemini.ChatGPTGeminiGoogle AI OverviewsBelow #10Help Scout: ChatGPT #4, Gemini #4, Google AI Overviews #44Help Scout4Help ScoutGorgias: ChatGPT #5, Gemini #5, Google AI Overviews #65Gorgias6GorgiasHubSpot Service Hub: ChatGPT #9, Gemini #7, Google AI Overviews #79HubSpot Service Hub7HubSpot Service HubFront: ChatGPT #8, Gemini #9, Google AI Overviews #98Front9FrontTidio: ChatGPT #10, Gemini #8, Google AI Overviews #1010Tidio10TidioZendesk: ChatGPT #1, Gemini #1, Google AI Overviews #11Zendesk1ZendeskFreshdesk: ChatGPT #3, Gemini #2, Google AI Overviews #23Freshdesk2FreshdeskIntercom: ChatGPT #2, Gemini #3, Google AI Overviews #32Intercom3IntercomHiver: ChatGPT #18, Gemini #10, Google AI Overviews #11HiverZoho Desk: ChatGPT #7, Gemini #6, Google AI Overviews #57Zoho Desk5Zoho DeskJira Service Management: ChatGPT #6, Gemini #11, Google AI Overviews #86Jira Service Management8Jira Service Management
Help desk brands ranked by ChatGPT, Gemini and Google AI Overviews: same questions, different orderZendesk is #1 on all three AI engines, but Jira Service Management goes from #6 on ChatGPT to #11 on Gemini.ChatGPTGeminiGoogle AI OverviewsBelow #10Help Scout: ChatGPT #4, Gemini #4, Google AI Overviews #44Help Scout4Help ScoutGorgias: ChatGPT #5, Gemini #5, Google AI Overviews #65Gorgias6GorgiasHubSpot Service Hub: ChatGPT #9, Gemini #7, Google AI Overviews #79HubSpot Se…7HubSpot Se…Front: ChatGPT #8, Gemini #9, Google AI Overviews #98Front9FrontTidio: ChatGPT #10, Gemini #8, Google AI Overviews #1010Tidio10TidioZendesk: ChatGPT #1, Gemini #1, Google AI Overviews #11Zendesk1ZendeskFreshdesk: ChatGPT #3, Gemini #2, Google AI Overviews #23Freshdesk2FreshdeskIntercom: ChatGPT #2, Gemini #3, Google AI Overviews #32Intercom3IntercomHiver: ChatGPT #18, Gemini #10, Google AI Overviews #11HiverZoho Desk: ChatGPT #7, Gemini #6, Google AI Overviews #57Zoho Desk5Zoho DeskJira Service Management: ChatGPT #6, Gemini #11, Google AI Overviews #86Jira Service…8Jira Service…

Source: ChatGPT search answers, Gemini (Ujeebu Gemini API), Google AI Overviews (Ujeebu SERP API). Collected Oct 1, 2026 with the Ujeebu API. Chart: Ujeebu, CC BY 4.0.

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Chart by Ujeebu, licensed CC BY 4.0: free to reuse with the credit Source: Ujeebu, "Help desk brands ranked by ChatGPT, Gemini and Google AI Overviews: same questions, different order", https://ujeebu.com/data/help-desk-ai-rank-by-engine-2026-w40 (CC BY 4.0). How to reuse

Key numbers

  • Zendesk is #1 on ChatGPT, Gemini and Google AI Overviews, named in 57% of ChatGPT answers.
  • Intercom is #2 on ChatGPT but #3 on Gemini and Google AI Overviews, where Freshdesk takes #2.
  • Jira Service Management ranks #6 on ChatGPT, #11 on Gemini and #8 on Google AI Overviews.
  • Zoho Desk climbs from #7 on ChatGPT to #5 on Google AI Overviews.
  • Hiver is in Gemini's top 10 (#10) but #18 on ChatGPT.

Who is Zendesk's biggest competitor in help desk software?

Intercom is the closest rival to Zendesk across the AI engines, ranking #2 on ChatGPT and #3 on Gemini and Google AI Overviews, with Freshdesk the other consistent challenger at #2 on the latter two. Analysts at Aissist.io list Intercom, Freshdesk, Front, Featurebase, Gorgias, and Kustomer as the leading Zendesk competitors for 2026, noting that teams typically leave Zendesk over rising per-agent costs, configuration complexity, or a preference for AI-native platforms rather than any single product flaw.1

Salesforce completed its acquisition of Intercom, now branded Fin, on Sep 10, 2026, a deal Aissist.io says has reshaped the competitive landscape alongside Zendesk's own purchase of Forethought, whose AI agents have been sold as a paid add-on since Jun 4, 2026.1 Usepylon.com also names Intercom and Freshdesk as primary alternatives, with Freshdesk positioned as a budget-conscious option for small to mid-sized businesses and Intercom as the stronger choice for AI-driven, conversational support.3 Help desk software reviews consistently surface these two brands as the default comparison points when buyers run a Zendesk vs Jira Service Management or broader platform evaluation.

Why do AI engines recommend different brands for the same query?

AI engines recommend different brands for the same query partly because each model is trained on different data and weights sources differently, meaning the same category question can surface a different mix of vendors depending on which engine processes it. Research by NeuroRank, published Oct 5, 2026, found that across 122 brands and 7,580 unique prompts, a brand can look strong when its name is supplied in the question while doing much worse when an assistant must select brands from a category on its own.2

NeuroRank found that High inclusion on shortlist prompts, where the brand name was not supplied, was only 20.0%, compared with 48.4% on comparison prompts where the brand was named 84.8% of the time.2 Ambika Sharma, Founder and Chief Strategist at Pulp Strategy Communications and Product Architect of NeuroRank, said: "AI visibility is being measured too generously by marketers. If a brand looks strong only after its name is supplied, that is recognition, not discovery."2 The help desk chart reflects the same dynamic: ranks below the top five sit only a few answers apart across roughly 200 responses per engine, so a shift of one or two places can fall within normal variation rather than signal a meaningful difference in how engines evaluate a brand.

Which help desk vendors gain or lose most from AI search visibility?

Among top customer support platforms, the brands with the most to gain or lose from AI search visibility are those whose ranks swing most across engines. Jira Service Management loses the most ground, falling from #6 on ChatGPT to #11 on Gemini and sitting at #8 on Google AI Overviews, a spread wide enough to place it firmly on one buyer's shortlist and off another's entirely.

On the gain side, Hiver appears in Gemini's top 10 at #10 but ranks only #18 on ChatGPT, meaning buyers who rely on Gemini are far more likely to encounter it than those using ChatGPT. Zoho Desk also moves in a positive direction, climbing from #7 on ChatGPT to #5 on Google AI Overviews. NeuroRank's research suggests these gaps matter commercially: no sector in its study reached 30% High inclusion on prompts where no brand name was supplied, meaning discovery, not just recognition, is where AI visibility is won or lost for most vendors.2

Sources

  1. aissist.io, 6 Best Zendesk Competitors & Alternatives (2026)
  2. CXOToday.com, NeuroRank Index: Unnamed Shortlist Prompts Expose AI Brand Discovery Blind Spot Across LLMs,
  3. usepylon.com, Zendesk Competitors: Best 7 Alternatives Compared 2026

The data

Help desk brands by engine: rank and share of answers that name the brand, 200 questions, Oct 1, 2026 (AI Citation Index week 40)
Engine Brand Rank Share of answers Answers naming it Answers
Google AI Overviews Zendesk 1 50.5% 95 188
Google AI Overviews Freshdesk 2 37.8% 71 188
Google AI Overviews Intercom 3 27.7% 52 188
Google AI Overviews Help Scout 4 19.7% 37 188
Google AI Overviews Zoho Desk 5 19.2% 36 188
Google AI Overviews Gorgias 6 13.8% 26 188
Google AI Overviews HubSpot Service Hub 7 13.3% 25 188
Google AI Overviews Jira Service Management 8 11.2% 21 188
Google AI Overviews Front 9 10.6% 20 188
Google AI Overviews Tidio 10 10.1% 19 188
Google AI Overviews Hiver 11 8.0% 15 188
Google AI Overviews Spiceworks 12 5.9% 11 188
Google AI Overviews Salesforce Service Cloud 13 5.3% 10 188
Google AI Overviews Shopify Inbox 14 5.3% 10 188
Google AI Overviews Tawk.to 15 5.3% 10 188
Google AI Overviews Richpanel 16 4.8% 9 188
Google AI Overviews Missive 17 4.3% 8 188
Google AI Overviews Re:amaze 18 4.3% 8 188
Google AI Overviews ClearFeed 19 3.7% 7 188
Google AI Overviews Genesys 20 3.7% 7 188
Google AI Overviews LiveChat 21 3.7% 7 188
Google AI Overviews ServiceNow 22 3.7% 7 188
Google AI Overviews Chatbase 23 3.2% 6 188
Google AI Overviews Crisp 24 3.2% 6 188
Google AI Overviews HelpDesk.com 25 3.2% 6 188

Showing the first 25 of 200 rows. The full table is in the CSV.

Download the free sample CSV (CC BY 4.0) Full CSV, 200 rows

We make every effort to find high-quality data sources, but this data comes from AI engine answers collected from the open web and we cannot guarantee its accuracy, completeness or reliability. Use it at your own risk.

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Ujeebu, "Help desk brands ranked by ChatGPT, Gemini and Google AI Overviews: same questions, different order", https://ujeebu.com/data/help-desk-ai-rank-by-engine-2026-w40, updated Oct 19, 2026. CC BY 4.0.

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How we got this data

We collected these answers with Ujeebu's LLM APIs, which return what ChatGPT, Gemini and Google AI Overviews actually tell people, including the brands they name and the sources they cite, as structured JSON. The same APIs are available to you: ask any question and get the answer and its citations back in seconds.

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Methodology and known limits

Where this comes from. The AI Citation Index for help desk software, week 40 of 2026: 200 buyer questions (prompt set 2026Q4.1: 80 recommendation, 50 problem, 40 comparison, 30 price) asked once per engine in US English on Oct 1, 2026, through Ujeebu's LLM APIs. Answers: ChatGPT 200, Gemini 200, Google AI Overviews 188 (the other searches showed no AI Overview).

What the rank is. For each engine, brands are ranked by the share of that engine's answers that name them (the index's own rank; equal shares are ordered by the index). The chart shows each engine's top 10; a line that drops below the chart means the brand ranks lower on that engine. The columns are engines, not weeks: the first rank-over-time chart across weeks comes once three weekly rounds exist.

Brands. 80 help desk brands and their aliases, matched in the answer text and checked by hand on a sample. Brands no answer named on an engine have no rank there.

How the AI Citation Index collects and counts answers: read the methodology.

Known limits

  • One week of answers (Oct 1, 2026): a snapshot, not a trend.
  • About 200 answers per engine: ranks below the top five sit a few answers apart, so a shift of one or two places is within the noise. The table gives the counts.
  • All 200 questions count, including 40 comparison questions that name brands, as in the weekly index (the help desk chart page counts the 160 that name none).
  • A mention is not a recommendation: an answer that names a brand to warn against it still counts.

The data comes from AI engine answers to our own questions. This page publishes aggregated counts only: no answer text and no personal data. Spotted an error? Tell us.

Disclaimer: We make every effort to find high-quality data sources, but this data comes from AI engine answers collected from the open web and we cannot guarantee its accuracy, completeness or reliability. Use it at your own risk.

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