Do backlinks matter for AI search?

Probably, indirectly, and nobody outside the labs knows how much. What we can see in our own reports is that the sources engines cite are often directories, established publications and large communities, which tend to be well linked. That is a reason to keep doing link work, not a reason for us to start measuring it.

Does Passcite do link building?

No, and it is an explicit product boundary rather than a gap. Our rule is that something is only a task if it can be finished; 'go and get links' is a fact about the world, not a task, so it never becomes one. Outreach is narrower: the few pages AI already cites that name your competitors and not you — whom to write to, an email you send yourself, and a check of whether you are on the page now.

Ahrefs has an AI visibility tool. How is this different?

Theirs is a measurement feature inside a measurement platform. Ours turns each report into tasks, writes the pages for your review, publishes the new ones into WordPress or Webflow, and asks their prompts again a week after they go live. If measurement alone is what you need, theirs sits next to data you already have.

Can I export from one into the other?

Not directly today. In practice agencies read them side by side rather than joining the data.

Which is better value?

Ahrefs is bought for link and keyword work, and that alone is reason to keep it. Ours is cheaper and narrower — Agency is $149 a month for 1,000 credits. They are not competing for the same line in the budget.

I only have budget for one.

Ahrefs, if you have no SEO tooling at all. Search still sends far more traffic than assistants do. Come back to this when the fundamentals are handled, or run the first report free to see whether a given client is an exception.

Passcite vs Ahrefs

Different instruments. Ahrefs measures the web's link graph; Passcite asks ChatGPT, Claude and Google AI Mode the prompts your buyers type, and reports what they said.

The verdict

Which one you want

Pick Ahrefs
You are doing link building, competitive content research, or anything that needs a real index of the web.
Pick Passcite
You want to know what ChatGPT says when someone asks for a business like your client's, and what to change so the answer includes them.
Run your first report free
Run both
Yes. The two produce almost no overlapping work, which is the clearest sign they are not competing.

Side by side

Two tools, two different jobs

Ahrefs runs one of the largest web crawlers outside the search engines and has the backlink index to show for it. Site Explorer, Content Explorer, keyword tools across several engines, rank tracking and site auditing. For link analysis and competitive research it is the reference tool, and the data is the product.

Where Ahrefs is stronger
- The backlink index. We keep no index of links and have ruled out building one.
- Content Explorer for finding what has been written and what earned links — genuinely hard to replicate.
- Keyword data across several search engines, at a scale that only comes from running your own crawler.
- Site audits that cover the full technical surface rather than only what affects being quoted.
- A free tier and free tools that are unusually generous for the category.
Where Passcite is different
- We ask assistants rather than measuring the link graph. No crawler index of our own.
- Each report names the business each engine recommended on every prompt, and the pages the engines cited — often a directory rather than a competitor, which changes what you do next.
- Every report turns into tasks: the pages to write or update, which we write for your review, and the listings, reviews and site files only you can change, with the steps written out.
- Nothing reaches a client site without your review, unless you switch on Autopilot's publishing: on WordPress or Webflow an approved new page goes live and can be taken back down to a draft, and a week later its prompts are asked again.
- Priced in credits, $49 to $299 a month, for 150 to 2,000 credits, for small agencies rather than an in-house SEO team.

FAQ

Passcite and Ahrefs

Do backlinks matter for AI search?: Probably, indirectly, and nobody outside the labs knows how much. What we can see in our own reports is that the sources engines cite are often directories, established publications and large communities, which tend to be well linked. That is a reason to keep doing link work, not a reason for us to start measuring it.
Does Passcite do link building?: No, and it is an explicit product boundary rather than a gap. Our rule is that something is only a task if it can be finished; 'go and get links' is a fact about the world, not a task, so it never becomes one. Outreach is narrower: the few pages AI already cites that name your competitors and not you — whom to write to, an email you send yourself, and a check of whether you are on the page now.
Ahrefs has an AI visibility tool. How is this different?: Theirs is a measurement feature inside a measurement platform. Ours turns each report into tasks, writes the pages for your review, publishes the new ones into WordPress or Webflow, and asks their prompts again a week after they go live. If measurement alone is what you need, theirs sits next to data you already have.
Can I export from one into the other?: Not directly today. In practice agencies read them side by side rather than joining the data.
Which is better value?: Ahrefs is bought for link and keyword work, and that alone is reason to keep it. Ours is cheaper and narrower — Agency is $149 a month for 1,000 credits. They are not competing for the same line in the budget.
I only have budget for one.: Ahrefs, if you have no SEO tooling at all. Search still sends far more traffic than assistants do. Come back to this when the fundamentals are handled, or run the first report free to see whether a given client is an exception.

Keep reading

See who the engines recommend instead

The prompts your client loses, who wins them, and the tasks that would change it.

Passcite vs Ahrefs

Which one you want

Pick Ahrefs

Pick Passcite

Run both

Two tools, two different jobs

Where Ahrefs is stronger

Where Passcite is different

Passcite and Ahrefs

See who the engines recommend instead