guide
35 of 47 Google Results for AI Support Are Vendor-Written
Six searches a buyer would actually run. The people answering the questions turned out to be the people selling the answer.
Type best Zendesk alternatives into Google. The first result is Kayako, which sells a Zendesk alternative and ranks itself first. The third is RedmineUP, which sells a Zendesk alternative and ranks itself first. The sixth is Worktual, which sells a Zendesk alternative and ranks itself first.
None of that is a scandal on its own. Any company is entitled to publish a list and to be proud of its own product. The problem is what the page is missing, which is anybody without something in the race.
So we counted. Six searches a buyer in this category would genuinely run, every page-one result written down, each one classified by who owns the domain it sits on. Of 47 results, 35 were published by a company that sells customer support software. Ten were independent. Two we could not trace to a publisher and left as unclear.
How this was counted
Six queries, run in Chrome on 5 August 2026, each one as google.com/search?q=<query>&pws=0. The pws=0 parameter turns off personalised results. The browser was signed in to a Google account, which that parameter reduces but does not fully eliminate, and the results were US English. An automated search tool was tried first and returned a materially different page, so it was abandoned. For a page whose whole claim is go and check this yourself, only what a browser actually shows is defensible.
A result counts as vendor-authored if the domain belongs to a company selling customer support, help desk or AI support software. Media, forums, code repositories and individuals count as independent. Two domains could not be traced to a publisher, so they are marked unclear rather than pushed into whichever column would have suited the argument.
Two of the six runs recorded the rank of every result. The other four recorded the results without their positions, so those rows are listed unranked. Numbering them in the order they were written down would have looked tidier and would have been invented.
One run, one day, one location, one person. Google varies by geography, by session and by hour, and none of these positions should be read as fixed. What is being claimed is narrower than that: six unrelated head queries, checked twice five weeks apart, both times returned page-one results written overwhelmingly by the companies being evaluated.
35 of 47 results
were published by a company selling software in the category
† No clean count was taken for open source help desk. Several of its results are open-source projects that also sell hosting, so the vendor label is arguable there in a way it is not on the other five. The row is shown for completeness and excluded from the stricter figure below.
Drop the open-source query, for the reason in the note above it, and the ratio gets stricter rather than looser: 31 of 37 across the other five.
What 'per-resolution vs per-seat pricing' returns
This is a pricing question with a real answer that depends on your ticket volume, and getting it wrong is expensive in both directions. Nine results came back. Eight were companies selling support software.
Two of the nine were the same company. Fin, formerly Intercom, charges per resolution, and holds two of the nine explanations of what per-resolution pricing is.
9 RESULTS · CHECKED 2026-08-05
| # | Domain | Published by | Class | Note |
|---|---|---|---|---|
| 1 | fidiora.com | Unclear | Unclear | Could not establish who publishes it |
| 2 | usefini.com | Fini AI | Vendor | |
| 3 | quickchat.ai | Quickchat AI | Vendor | |
| 4 | fin.ai | Fin, formerly Intercom | Vendor | Charges per resolution |
| 5 | getmacha.com | Macha | Vendor | |
| 6 | altorlab.com | Altor | Vendor | |
| 7 | corebee.ai | Corebee | Vendor | |
| 8 | supp.support | supp | Vendor | |
| 9 | fin.ai | Fin | Vendor | Second result from the same vendor |
Nothing on those pages is factually wrong. They are answering a question whose answer determines whether their own pricing model looks like the sensible one, and they are answering it twice on the same results page.
One trap for anyone re-running this: usefini.com (Fini AI) and fin.ai (Fin, formerly Intercom) are different companies with near-identical names, and both rank for this query.
What 'best Zendesk alternatives' returns
Six web results. Five sell a Zendesk alternative, and four of those five put their own product at number one on their own list.
6 RESULTS · CHECKED 2026-08-05
| # | Domain | Published by | Class | Where it ranks itself |
|---|---|---|---|---|
| 1 | kayako.com | Kayako | Vendor | #1 — “Kayako: Best for autonomous support resolution at scale” |
| 2 | thecxlead.com | The CX Lead | Independent | Media |
| 3 | redmineup.com | RedmineUP | Vendor | #1 — “RedmineUP Helpdesk” |
| 4 | helpdocs.io | HelpDocs | Vendor | “HelpDocs leads for standalone knowledge bases” |
| 5 | salesforce.com | Salesforce | Vendor | Own Agentforce at #5 |
| 6 | worktual.co.uk | Worktual | Vendor | #1 — “Worktual is the strongest all-round pick” |
The single independent result is The CX Lead, a trade publication. A video result from Desk365 opens by naming Desk365 the best overall Zendesk alternative.
Salesforce's entry does something stranger than self-ranking, and it gets its own section below.
What 'open source help desk' returns
One word in this query decides everything. Someone searching it has usually already decided they want to host the thing themselves, read the code, or avoid a per-seat bill entirely.
Three of the products recommended on page one are paid SaaS. Tidio, Featurebase and IrisAgent are all closed, hosted products, and all three appear inside articles about open-source help desks.
The top result is FreeScout's own blog, ranking FreeScout first, in an article dated 28 November 2022 and titled 5 Best Open Source Helpdesk Systems 2026. Undated content is a problem across this category. Content dated three years forward is a different problem.
10 RESULTS · CHECKED 2026-08-05
| Domain | Published by | Class | What it is |
|---|---|---|---|
| freescout.net | FreeScout | Vendor | Own blog, FreeScout ranked first. Dated 28 November 2022, titled “5 Best Open Source Helpdesk Systems 2026” |
| tidio.com | Tidio | Vendor | Paid SaaS. “9 Best Open Source Helpdesk Ticketing Software in 2026” |
| featurebase.app | Featurebase | Vendor | Paid SaaS |
| irisagent.com | IrisAgent | Vendor | Paid SaaS |
| zammad.org | Zammad | Independent | Genuinely open source |
| osticket.com | osTicket | Independent | Genuinely open source |
| uvdesk.com | UVdesk | Independent | Genuinely open source |
| frappe.io | Frappe | Independent | Genuinely open source |
| github.com | Frappe Helpdesk repository | Independent | The source |
| reddit.com | r/selfhosted | Independent | Forum |
RANKS NOT RECORDED ON THIS RUN — ROWS LISTED UNRANKED RATHER THAN NUMBERED AFTER THE FACT
Counts not taken. The page mixes vendor blogs, project sites and a repository, and a clean vendor ratio would have meant deciding whether an open-source project's own site counts as a vendor. It does not tell you anything the rows below do not.

The genuine open-source options are all there: Zammad, osTicket, UVdesk, Frappe, the Frappe repository itself and a thread on r/selfhosted. A reader who knows the category will find them. A reader who does not will find Tidio first.
What 'a good ticket deflection rate' returns
Eight results, seven of them from companies selling deflection. They do not agree with each other, and the disagreement is not small.
8 RESULTS · CHECKED 2026-08-05
| Domain | Published by | Class | Figure it publishes |
|---|---|---|---|
| decagon.ai | Decagon | Vendor | 40–60% typical for SaaS |
| giva.com | Giva | Vendor | 20–30% for most organisations |
| btrnsfrmd.com | Unclear | Unclear | 41.2% median, 58.7% top quartile, 22.4% bottom |
| voiceflow.com | Voiceflow | Vendor | 70–90% containment achievable in months |
| zendesk.com | Zendesk | Vendor | No figure. Defines a self-service score instead |
| usepylon.com | Pylon | Vendor | 23% average for tech, 40–60% best-in-class |
| querypal.com | QueryPal | Vendor | 32%, as a worked example |
| alhena.ai | Alhena AI | Vendor | 40–60% good, top teams above 80% |
RANKS NOT RECORDED ON THIS RUN — ROWS LISTED UNRANKED RATHER THAN NUMBERED AFTER THE FACT
Giva says 20 to 30 per cent for most organisations. Voiceflow says 70 to 90 per cent containment is achievable within months. A buyer who reads the whole page comes away knowing that a good deflection rate is somewhere between a fifth and nine tenths of their tickets, which is not knowledge.
The spread is not evidence that anyone is lying. Deflection depends on what your tickets are actually about, how well documented your product is, and whether an abandoned chat counts as deflected. It is evidence that the number means very little without those three attached, and not one of the eight pages attaches all three.
What 'how to set up AI customer service' returns
Six of the seven web results sell something you would use to do it: HubSpot, AWS, IBM, ChatBot.com, Zapier and Zendesk. Zapier's guide recommends building the bot with Zapier Chatbots. The video results are Botpress, Klaviyo and CloudTalk.
7 RESULTS · CHECKED 2026-08-05
| Domain | Published by | Class | Note |
|---|---|---|---|
| hubspot.com | HubSpot | Vendor | |
| aws.amazon.com | Amazon Web Services | Vendor | Sells Amazon Connect |
| ibm.com | IBM | Vendor | Sells watsonx Assistant |
| chatbot.com | ChatBot.com | Vendor | |
| zapier.com | Zapier | Vendor | Guide recommends building it with Zapier Chatbots |
| zendesk.com | Zendesk | Vendor | |
| medium.com | An individual | Independent | The only independent result on the page |
RANKS NOT RECORDED ON THIS RUN — ROWS LISTED UNRANKED RATHER THAN NUMBERED AFTER THE FACT
This is the query where the conflict does the most damage, because a setup guide's entire job is to tell you what to do first. Every one of those six answers that with a product, and it is theirs. The only independent result on the page is one person's Medium post.
What 'Freshdesk vs Zendesk' returns
The top two organic results are Freshworks, who own Freshdesk, and Zendesk. In that order, one directly beneath the other.
7 RESULTS · CHECKED 2026-08-05
| # | Domain | Published by | Class | Note |
|---|---|---|---|---|
| 1 | freshworks.com | Freshworks | Vendor | Owns Freshdesk |
| 2 | zendesk.com | Zendesk | Vendor | Is Zendesk |
| 3 | zapier.com | Zapier | Vendor | |
| 4 | reddit.com | r/SaaS | Independent | Forum |
| 5 | hiverhq.com | Hiver | Vendor | Competes with both |
| 6 | pcmag.com | PCMag | Independent | Media |
| 7 | getmacha.com | Macha | Vendor |

PCMag and a Reddit thread are the two independent results, sitting at positions six and four. Hiver, at five, competes with both companies and has its own reasons for how it frames the comparison.
What did not reproduce
The first run of these queries was 29 to 31 July 2026, for unrelated pages, and it recorded conclusions without keeping the result lists. That made it uncheckable, which is why it was run again before anything was published.
| Query | First run, July | Re-run, August | Verdict |
|---|---|---|---|
| per-resolution vs per-seat pricing customer support | 8 of 8, three of them the same vendor | 8 of 9, two of them the same vendor | Weaker |
| best Zendesk alternatives | 8 of 8, each ranking itself first | 5 of 6 web results, four ranking themselves first | Weaker |
| open source help desk | Included Tidio, a paid SaaS product | Tidio still on page one, joined by Featurebase and IrisAgent | Reproduced |
| what is a good ticket deflection rate | 8 of 9, figures disagreeing by a factor of eight | 7 of 8, figures spanning 20%–90%, a factor of 4.5 | Narrower |
| how to set up AI customer service | 7 of 8 vendors | 6 of 7 vendors | Reproduced |
| Freshdesk vs Zendesk | Included a Freshworks-published page | Freshworks at #1, Zendesk directly beneath it at #2 | Stronger |
Two came out weaker and one came out narrower. July recorded three results from one vendor on the pricing query, and the re-run found two. July recorded eight of eight self-ranking vendors on the Zendesk query, and the re-run found four of five. Those July numbers are retired and should not be quoted.
The reason they drifted is that the first run wrote down what it concluded instead of what it saw. That is the same failure this post is about, committed by this site, one week earlier. The fix is not to be more careful. It is to keep the lists — and to derive the totals from them, which is how the chart above is built.
Salesforce recommends a company it is buying
Salesforce's best Zendesk alternatives article lists Intercom at number four and its own Agentforce at number five.
Salesforce signed a definitive agreement to acquire Intercom, since renamed Fin, on 15 June 2026, for around $3.6bn. The deal has not closed. So the article is recommending, in the register of neutral advice, a company the publisher is in the middle of buying — and placing its own product below it.
There are innocent explanations. The article may predate the agreement, or be maintained by a team with no involvement in it. That is rather the point: a reader has no way to tell, because nothing on the page mentions any of it.
Google's AI Overview cites one of the two competitors
For Freshdesk vs Zendesk, the AI Overview above the results draws on Freshworks' own comparison page, which is listed in its panel of cited sites and visible in the screenshot above.
This matters more than the ranking underneath it. A reader who scrolls can see that position one is freshworks.com and weigh it accordingly. The overview keeps the conclusion and drops the letterhead, and it is the part of the page most people read.
What this shows, and what it does not
It does not show the vendor pages are wrong. Zendesk's guide to setting up AI support is a competent guide. Several of these companies employ better writers than most trade publications, and their pages are frequently more useful than the independent alternative would have been.
What it shows is that on six questions a buyer would actually type, there was almost nobody in the room without something to sell. No second opinion exists to check the first against. That is a structural fact about the category, and it does not require anyone to have behaved badly to be true.
The figure that moved most between the two runs moved against the argument, and it is in the table above with the others. A count that only reports the runs that agreed with it is not a count.
Run it yourself
Open google.com/search?q=best+Zendesk+alternatives&pws=0 and read down the page asking one question of each result: does the company publishing this sell something in the category? It takes about four minutes per query, and the six search URLs are listed under sources at the foot of this post.
If your list differs from ours, send it. Corrections get made and dated, and there is nothing here to protect — we take no money from any company named on this page.
Cite this
Free to cite and free to reuse. Suggested line: of 47 page-one Google results across six AI customer service buying queries, 35 were published by companies selling software in the category (AI Customer Service, 2026).
This site takes no money from vendors, and nobody can pay to appear on it or to rank higher within it. That is the only reason the count could be published at all.
Frequently Asked
Can I trust the 'best help desk software' lists on Google?
Treat them as sales material until you check the byline. Across six buying searches we classified 47 page-one results and 35 were published by companies selling software in the category. On 'best Zendesk alternatives', four of the five vendors on page one ranked their own product first. The lists are not necessarily wrong, but the ranking is not independent of who wrote it. Check the domain against the products being recommended before you trust an order.
Who actually writes the AI customer service buying guides that rank on Google?
The companies selling AI customer service software. Of 47 page-one results across six buying queries, 35 came from vendor domains: Kayako, RedmineUP, HelpDocs, Salesforce, Worktual, Zendesk, HubSpot, AWS, IBM, Zapier, Tidio, Decagon, Voiceflow, Pylon and others. Ten results were independent — mostly PCMag, a trade publication and two Reddit threads — and two could not be traced.
Is Google's AI Overview biased towards vendors?
On at least one query it repeats their material. For 'Freshdesk vs Zendesk' in August 2026, the AI Overview listed Freshworks' own comparison page among its cited sources. Freshworks owns Freshdesk, so one of the two companies being compared was helping write the summary shown above every result. A reader who scrolls can see that the top organic result is freshworks.com and discount it. The overview keeps the conclusion and drops the letterhead.
Why do AI deflection rate numbers vary so much between sources?
Because the people publishing them sell deflection, and none of them define it the same way. On one page of results: Giva says 20 to 30 per cent, Decagon says 40 to 60, Voiceflow says 70 to 90 is achievable within months, and Zendesk gives no figure at all. The spread is not proof anyone is lying. Deflection depends on what your tickets are about, how well documented your product is, and whether an abandoned chat counts as deflected — and almost nobody states all three alongside the number.
Is Salesforce buying Intercom, and does it affect their recommendations?
Salesforce signed a definitive agreement to acquire Intercom, since renamed Fin, on 15 June 2026 for around $3.6bn. The deal had not closed as of August 2026. Salesforce's own 'best Zendesk alternatives' article lists Intercom at number four and its own Agentforce at number five, and mentions none of this. The article may simply predate the agreement — the point is that a reader has no way to tell.
How do I find an unbiased comparison of AI support tools?
Start by checking who owns the domain you are reading, then check whether the page names a case where its top pick is the wrong choice. Vendor-published roundups almost never do. Look for pages that publish their method, date their figures, and say plainly what they did not test. Independent sources exist in this category but they are thin on the ground: on six searches, ten of 47 results qualified.
How can I check this myself?
Run each query as google.com/search?q=<query>&pws=0 in a browser, which turns off personalised results, and ask one question of every result: does the company publishing this sell something in the category? It takes about four minutes per query. The six search URLs are in the sources at the foot of this post. Expect your list to differ from ours — Google varies by location, day and account — and send it over if it does.
Tools Mentioned
Full reviews, pricing tiers and where each one breaks.
Fin (formerly Intercom)
SalesforceThe most polished autonomous agent on the market, attached to the pricing model buyers complain about most — and now being bought by Salesforce.
Zendesk AI Agents
The default incumbent, now consolidating the category by acquisition. Strongest if you already live in Zendesk.
Freshdesk with Freddy AI
Cheaper than Zendesk with a comparable feature list. The trade shows up in depth rather than breadth.
Tidio Lyro
One of the few genuinely cheap autonomous agents, bundled with live chat and a basic help desk.
You Can Also Look Into
Only 19 of 78 AI Customer Service Vendors Publish Their Pricing
The full count across 78 platforms, the categories where transparency collapses entirely, and what a hidden price actually costs you.
6 AI Customer Service Platforms Acquired Since 2024 (and What Changed)
Salesforce is buying Fin for $3.6B. Zendesk alone has bought three, and one of those no longer exists as a product you can buy. If you are signing three years, read this first.
AI Resolution Rate Claims Explained - Why 93% and 30% Both Mean Nothing (2026)
Vendors publish autonomy rates between 30% and 93%. The range is that wide because they are not measuring the same thing.
Per-Resolution Pricing Explained - Why Your Bill Grows as the AI Improves (2026)
The billing model most of this category adopted has a structural flaw: the better your AI performs, the more you pay.
SOURCES
- Google results for 'per-resolution vs per-seat pricing customer support' (pws=0)
- Google results for 'best Zendesk alternatives' (pws=0)
- Google results for 'open source help desk' (pws=0)
- Google results for 'what is a good ticket deflection rate' (pws=0)
- Google results for 'how to set up AI customer service' (pws=0)
- Google results for 'Freshdesk vs Zendesk' (pws=0)
WRITTEN BY AR · UPDATED 2026-08-05
I read the fine print. Vendor pricing pages, billing definitions, terms, funding filings and acquisition notices — then I do the arithmetic nobody publishes: what a platform actually costs at your volume, what its headline metric is really counting, and who owns it now. I do not run benchmarks, and no page here pretends otherwise.