Attensira vs Passionfruit

What do AI engines say about agencies versus software?

We track "GEO agency vs GEO software" for our own site, because it is the choice this page is about. On 3 October 2026 ChatGPT called it "done-for-you execution vs do-it-yourself tooling", then recommended a hybrid: "Software = measurement and intelligence. Agency = strategy and execution." Its decision rule sent a small team with no GEO expertise to an agency, a marketing team that can execute to software, and an enterprise to both.

That framing assumes the two are the only options, and it is the framing Passionfruit and Attensira both reject from opposite sides. Passionfruit is an agency built on AI for data and analysis. Attensira is software that does the agency's work. Neither of us was named in that answer, and over two weeks engines named one vendor once on this question, Goodie AI, and no agency at all; the chart below shows whose pages they read instead.

What does Passionfruit sell?

Passionfruit's homepage, read on 4 October 2026, opens with "the AI-native managed SEO + AEO agency for DTC and B2B SaaS brands. Cited, recommended, and chosen - end to end." It says "We own the full stack - tracking, strategy, analysis, and execution across AEO and SEO", and is explicit about who does what: human experts execute, while "AI handles large-scale data gathering and analysis".

Its pricing page lists the services, content and editorial, technical, off-page, on-page and programmatic SEO and GEO, AI visibility tracking, Reddit engagement and tracking of more than a hundred signals, and prices them as "Custom Pricing", beginning with an exploratory call about your current growth efforts and infrastructure. It describes the engagement as a long-term partnership: "Our goal is to be your long term partner, not a summer fling." For buyers who only want a self-serve tracker, it points to a separate product, Passionfruit Labs.

So Passionfruit is an agency in the full sense, with people doing the work, AI in the back office, and a tailored engagement.

How is the agency work staffed on each side?

The useful comparison is not "agency versus tool". It is how two services that both do the work are staffed and governed.

Passionfruit staffs your account with human experts. You get judgement, relationships and a team who knows your brand, at the cost and pace of people.

Attensira is software that does your AI-search visibility work: whatever it takes to win the answer. No person on our side does client work. A crew of AI agents reads the answers to the questions you track every day, and each morning a Daily win plan does up to three pieces of work toward the ones you are losing. A passage on your site is rewritten and delivered as a draft pull request or an unpublished draft in Webflow, WordPress or Shopify. A page an engine already cites, which names a competitor and not you, gets a pitch drafted for your own mailbox. A cited Reddit thread gets a reply drafted for you to post. An article is written when no page of yours answers the question. If you want ads, the crew drafts a Google Ads Search campaign, and nothing is spent until you approve it.

The rules are public. New workspaces start in Draft, where nothing leaves the workspace until you approve it, and anything that states a claim, a price, a number, a product or competitor name, waits for a person in every mode.

How do you know the work is working?

With a managed agency, you usually learn through reporting: a monthly deck, a dashboard of signals, a call. Passionfruit says it tracks more than a hundred signals per URL.

Attensira judges each change on its own. When a piece of work ships, the crew reads the questions it targeted again at +7, +14 and +30 days, compares a week of readings around each date with the week before the change, and states how many answers each verdict rests on. "No change" and "too close to call" are verdicts. The receipt for the month lists every act and what each one did. That is the before-and-after an agency client asks for and rarely gets in this form. Whichever you choose, ask for one shipped change and the readings on either side of it before you sign; it is the quickest test of whether the work is being measured or only reported.

What does each ask of you?

Hiring an agency and running a crew put different demands on your time, and it is worth being concrete before you choose.

With a managed agency like Passionfruit, the first weeks are an exploratory call, a scoping conversation, and onboarding with the team that will run your account. After that, your job is mostly to brief, review and answer questions, on the agency's cadence. The agency carries the planning; you carry the relationship. For a company that wants a partner to think alongside it, that is the point of hiring one.

With Attensira, there is no scoping call. The crew reads your site and drafts your business profile on day one, proposes the competitors and questions to track, and starts reading answers immediately. Your job after that is decisions: each morning's work arrives in one inbox with what it changes, where it lands and which questions it is meant to win, and you approve, edit or decline. Most items take a minute. If you prefer, you can do it all from Claude or ChatGPT through our MCP server.

Where is Attensira the better choice?

You want to start this week at a known price. Our plan is published, with a trial on the entry plan, and setup takes minutes.

You want every change in front of you first. Drafts in your own repository, CMS and mailbox, and nothing posted in your name.

You want work every day, not every sprint. The crew works each morning; you decide in a few minutes.

You want to pay only for work delivered. A monthly budget caps what the work can be charged, it is shown as the articles, page fixes and pitches it buys before you agree, and committed work we do not deliver is credited back on the first of the month.

What about Passionfruit Labs?

If you are reading this because you searched for Passionfruit Labs alternatives, the honest answer depends on what you want from Labs. If you want a self-serve tracker, there are cheaper trackers on the market, and our compare pages cover several of them with their published prices. If you were looking at Labs because you wanted Passionfruit's agency work without the engagement, that is closer to what Attensira is: the work, done for you, at a plan price, with your approval on each piece.

How do the costs compare?

Passionfruit's cost is set in a custom engagement.

Attensira's is public and credits-first. The plan fee includes monitoring and a monthly allowance of credits for agent work; agents spend credits as they work; your monthly budget caps what the work can be charged.

How did we check this page?

Passionfruit's facts come from getpassionfruit.com and its pricing page, fetched on 4 October 2026 and cited cell by cell below; Passionfruit publishes no prices. Attensira's facts come from docs.attensira.com, with our prices, credits and engines rendered from the same source as our pricing page. The ChatGPT and Perplexity readings and our own mention counts come from our Attensira workspace for attensira.com, read through the Attensira MCP.

Related reading: Attensira vs an SEO agency, Attensira vs Relixir, and how the crew does the work.