Compare

Honest comparisons, including where we lose.

Every page here names a case where the other option is the better choice. Where we have not verified a fact about another product, we say we have not verified it rather than filling the gap.

Grounded and ungrounded behaviour on the same questionAn ungrounded widget answers from general knowledge; a grounded one refuses.Question not in your contentUngroundedAnswers anywayGroundedRefusesSame questionThe difference is what happens when the answer is absent.
  • Private launchOnboarding selected teams now
  • Built by CreoglyphSeven client engagements behind the product
  • Benchmarked before you switchYour current assistant stays live throughout

Status, stated first

Creobot opens to teams in order. Access is by waitlist, demo request or public-content pilot. Every product compared here is available today and Creobot is not. That is a real difference and it belongs at the top of the page rather than in a footnote.

The comparisons

  • Comparison

    Creobot and Chatbase

    An established product in the same category. The comparison is mostly about maturity against source discipline.

  • Comparison

    Creobot and Botpress

    Adjacent categories rather than the same one. A platform for building agents against a website assistant.

  • Comparison

    Creobot and generic AI chat widgets

    What the broad category of ungrounded widgets gets wrong, and when a simple widget is genuinely enough.

How we write these pages

Three rules, and they cost us something, which is the point.

We do not publish a competitor feature claim we have not checked against that vendor's own documentation. Feature tables are the standard format for a comparison page and they are also where most of the dishonesty lives, because a table implies verification that usually did not happen.

We name where the other product wins. Not a token weakness, an actual case where you should buy the other thing. If a page does not contain one, it is marketing wearing a comparison costume.

We state Creobot's status first. Every product on these pages is available today. Burying that below a feature grid would be the single most misleading thing we could do.

What actually differentiates products in this category

Most website assistant products converge on the same shape: index your content, retrieve at question time, phrase an answer, embed a widget. The visible feature lists therefore look similar and are close to useless for deciding.

How the content is split

Chunking on document structure rather than character count is most of the gap between an assistant that answers and one that returns something adjacent to the answer. Almost nobody documents their strategy.

What happens when the answer is absent

Whether the product refuses or fills the gap from the model's general knowledge. This is the single most consequential behavioural difference in the category, and it decides whether the thing is safe on a pricing page.

Whether answers cite a source

Without a citation you cannot tell a retrieval failure from a generation failure, which means you cannot debug one and cannot improve the other.

What the handoff carries

Escalating to a contact form recreates the work the assistant was meant to save. Escalating with the transcript and the retrieval trail does not.

Why comparison pages are usually worthless

The standard format is a feature grid with the author's product in the leftmost column and more ticks than anyone else. It persuades nobody who has read a second one, and it is unreliable in a specific way: nobody checks the competitor column after it is written, so it decays into a snapshot of what was true on the day someone guessed.

The second problem is that the features listed are the ones the author happens to have. A grid is a claim about which axes matter, presented as a neutral description, and the axes are always chosen by the person who wins on them.

What actually helps someone deciding is narrower: what category is this product in, what does it refuse to do, and in which situation should I buy the other one. Those are three paragraphs and they are harder to write than a table because they require a position.

How to evaluate any of them, including us

Ask each vendor to index your own site, live, and answer five questions you bring. Not questions agreed in advance, and including two you expect to be refused.

Index your own site in each

Not a vendor demo on vendor content. Use the same twenty pages in every product, because source selection dominates answer quality far more than any product difference.

Bring questions from your inbox

Ten real ones, in the words the customer used rather than cleaned up. Include three you already know your site does not answer.

Score the citation, not just the answer

Record which page each answer cited and whether that page actually contains the answer. A correct answer from the wrong passage is luck and will not hold.

Judge the three you expected to fail

An invented answer to a question your site does not cover is the failure that costs money later, and it only appears if you deliberately ask for it.

A vendor who declines this is telling you something. It takes minutes if the product does what it claims.

Questions

No, we wrote them. What we can do is state where Creobot loses, name the cases where another tool is the better choice, and avoid claiming anything about a competitor we have not checked. Read them as our positioning, argued honestly, rather than as an independent review.

Because we have not verified current feature details for these products against their own documentation. A table implies verification. Publishing one without it is the most common dishonesty on comparison pages and we would rather have a thinner page.

Competitor products change faster than comparison pages. Treat everything here as a starting point and read the vendor's documentation before deciding.

If you need something live today, if you need a named compliance certification, if you need a full ticketing desk with SLAs rather than a website assistant, or if your answers do not exist in writing anywhere on your site.

Not usefully, because our pricing is planned rather than final and theirs may have changed since we last looked. Our pricing is on the pricing page with a full plan table.

Where they help someone decide. A comparison against a product almost nobody evaluates us against is page filler rather than a service.

Correct it. Tell us what and where and we will fix the page. A comparison page with a wrong claim about someone else's product is worse for us than for them.

Trust

Still comparing?

We would rather you picked the right tool than picked ours. Ask about the cases where Creobot is the wrong fit and we will tell you plainly.

Thinking of switching

Migration benchmarks

Each one keeps your current assistant live and compares both on your own questions. Every page states where the incumbent wins, because a comparison that never does is an advertisement.

Intercom

What Intercom is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

Zendesk

What Zendesk is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

Tidio

What Tidio is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

Drift

What Drift is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

Botpress

What Botpress is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

Voiceflow

What Voiceflow is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

Crisp

What Crisp is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.

CustomGPT

What CustomGPT is genuinely good at, where teams say it falls short, and a free side-by-side benchmark on your own pages before you switch anything.