Attensira vs Scrunch

Where does Scrunch show up when buyers ask?

We track "AI search visibility software" for our own site. On 3 October 2026 ChatGPT answered it with seven products and placed Scrunch AI in the enterprise row, for "monitoring and optimization workflows". Semrush, Ahrefs Brand Radar, Profound, Peec AI, Otterly.AI and ZipTie made up the rest. Attensira did not appear.

From 21 September to 4 October 2026, ChatGPT and Perplexity gave 3,534 answers to the 61 questions we track. Scrunch was named or linked in 420 of the 3,666 competitor readings in that window. Attensira was named in 197 answers, all on the three questions that already contain our name, and in none of the answers that named Scrunch. That is the starting line for a newcomer, and we would rather show it than hide it.

What does Scrunch sell?

Scrunch's pricing page, read on 4 October 2026, describes two things: measurement at volume and an agent-facing layer for your site.

The measurement is generous at entry level. Starter is $300 a month month-to-month, or $250 a month billed annually, with 350 custom prompts and three users. Growth is $500 a month, or $417 annually, with 700 prompts, five users and strategy reviews. Enterprise is custom, adding SAML and OIDC security, an Enterprise Data API and a dedicated go-to-market team. Every plan covers ChatGPT, Claude, Gemini, Perplexity, Google AI Mode and Overviews, and Meta, and tracks citations to show when and how AI agents reference your brand. There is a seven-day trial of Starter that needs no credit card.

The agent-facing layer is the Agent Experience Platform, which Scrunch describes as a tool "to generate an AI-friendly version of your site for AI-driven experiences". The idea is that AI agents reading your site get a version shaped for them.

Which end of your website does each one work on?

Scrunch and Attensira both want AI answers to describe you well and cite you. They approach your website from opposite ends.

Scrunch's AXP adds a layer. Your site stays as it is for people, and agents are given an AI-friendly version. The appeal is that nobody has to rewrite the marketing site to make it legible to machines.

Attensira changes the source. The crew finds the page an answer should have quoted and rewrites the passage so that it answers the question directly, then delivers that change where your site lives: a pull request on your repository, opened as a draft by default, or an unpublished draft in Webflow or WordPress. The improved page is what people read too.

We think the second approach holds up better for one reason: answers are built from what engines retrieve, and engines also rank and cite the pages people link to and read. A page that is clearer for a person is usually clearer for a model. But the honest position is that both approaches are young, and the before-and-after numbers are what should settle it for your site. That is why the crew measures every change it ships.

Where is Scrunch the better choice?

You need many prompts from day one. 350 prompts on the entry plan is seven times our entry allowance. If you need to map a wide category or many product lines immediately, Scrunch measures more for the money.

You cannot touch the main site. If your marketing site is locked behind another team's release process, an AI-facing layer that leaves it alone may be the only change you can make this quarter.

You want a no-card trial. Scrunch's trial asks for no card. Ours does.

Enterprise security is a requirement. SAML and OIDC are listed on Scrunch's Enterprise plan; our public plans list neither.

Where is Attensira the better choice?

Attensira is software that does your AI-search visibility work: whatever it takes to win the answer. It is the better choice when you want the work done on the pages and sources that decide answers, not only measured.

Every morning a Daily win plan picks up to three pieces of work toward the questions you are losing. Besides fixes to your own pages, the crew works the pages that engines already cite for your question that name a competitor and not you: it drafts the pitch to the editor or the listing for the directory, and it goes from your own mailbox once you approve. Threads on Reddit or Hacker News that answers cite get a drafted reply for you to post yourself.

Nothing leaves the workspace without your yes. New workspaces start in Draft, and anything that states a claim, a price, a number, a competitor's name, waits for a person in every mode. When a change ships, the crew reads the same questions at +7, +14 and +30 days, compares them with the week before, and states how many answers each verdict rests on.

Does tracking 350 prompts beat working 50?

It depends on what you will do with the other 300. Prompt volume is valuable when you are still discovering which questions matter: a wide net shows you where you appear and where you do not across a category. Once you know your ten or twenty losing questions, more readings of the rest add little, and the constraint becomes the work on the ten.

Attensira's entry plan tracks fewer prompts and includes credits for agent work. Larger plans raise the prompt allowance, to 150 on Growth and 350 on Business, with three samples per reading. If your category needs a wide map before anything else, Scrunch's entry plan draws it faster. If you already know where you lose, the crew starts on it in the first week.

What should you test during each trial?

Both products give you about a week, so use it on the question that decides the purchase rather than on the dashboard tour.

In Scrunch's trial, load the prompts you think matter and a wider ring of category prompts around them, and look at which sources the answers cite. If AXP is the reason you are interested, ask how its AI-friendly version of your site is served to agents, how you review what it says about your product, and how you will know whether answers changed because of it.

In Attensira's trial, give the crew the ten questions you most want to win and watch what lands in your inbox. Read the first rewrite as you would read a junior writer's draft: is it accurate, is it in your voice, would you publish it? Check the off-site suggestions: are the pages it wants to pitch really the ones the answers cite? Decline anything that is wrong, with a note, and see whether the next proposal reads your note.

At the end of the week you will know whether you want a wider measurement net, a managed layer for agents, or a crew doing the work on the pages people read.

What happens in the first week?

With Scrunch, you start the no-card trial, load your prompts and see citations and visibility across six platforms. Whether your pages change depends on your team and on AXP.

With Attensira, on day one the crew reads your site, drafts your business profile and takes a first reading of every question you track. By the end of week one you see your lost answers ranked, and the first pieces of finished work are waiting for your approval.

How did we check this page?

Scrunch's facts come from scrunch.com/pricing, fetched on 4 October 2026 and cited cell by cell below. Attensira's facts come from docs.attensira.com, with our prices, credits and engines rendered from the same source as our pricing page. Answer counts and the ChatGPT and Perplexity readings come from our Attensira workspace for attensira.com, read through the Attensira MCP.

Related reading: Scrunch vs Profound, structured data vs llms.txt, and how the crew does the work.