Conductor vs the four rivals it compares itself to, and which of its three plans to ask for

Conductor is an unusually easy vendor to evaluate, because it does more of the work for you than its rivals do. Read on 31 October 2026, its own site publishes head to head comparison routes against Profound, BrightEdge, Semrush and Adobe, a free AI visibility analysis that checks ChatGPT, Perplexity and Gemini, a ranked article titled The 10 Best Enterprise AEO Tools in 2026, and a plan table with every numeric limit on it. The decision is therefore less about finding information and more about reading a vendor's own framing without being steered by it.

The short answer. Conductor is worth it for an enterprise team that needs content production, site monitoring and AEO reporting under one contract, and the AEO half starts on the second plan rather than the first. If all you want is to know whether assistants name you, you are buying a suite to get a module.

What its own comparison pages tell you, before you read a word of them

A vendor picks its comparisons. Conductor has chosen to stand next to a point product in AI answers, an enterprise SEO incumbent, a large search suite now owned by Adobe, and Adobe itself. That choice is information: it says Conductor expects to be shortlisted against enterprise platforms rather than against the 60 dollar a month trackers, and it is confident enough in the breadth half of the argument to invite the comparison.

Read them, and read them for the rows rather than the verdicts. The useful parts of any vendor comparison page are the published limits and the feature names, because those are checkable. The unusable part is the ranking, for the obvious reason that one of the two companies wrote it. The same caution applies to the ranked listicle of enterprise AEO tools that Conductor publishes itself. A vendor that ranks its own category is doing something braver than most, and it is still a vendor ranking a category it competes in.

The three questions its plan table answers that the comparison pages do not

Read on 31 October 2026, the pricing page publishes the numeric limit behind all three plans. It names no price in any currency, which is the subject of Conductor alternatives, where every tier limit is published and no price is and is not relitigated here. What the limits settle is this.

Published limit	Essentials	Growth	Enterprise
Writing Assistant drafts	60 a year	180 a year	600 a year
AI Search Credits	no row	2,500 a year	2,500 or more a year
Pages analysed	1,000	25,000	125,000 or more
Tracked keywords	500	5,000	60,000 or more
Tracked competitors	5	25	75 or more
Pages monitored	100,000	500,000, monitored 24 by 7	any size, 24 by 7
Tracked websites	3	5	10 or more

First, the AI half starts on the second plan. Essentials carries no AI Search Credits row at all. A team buying the entry plan to answer an AI question has bought the content and monitoring product instead.

Second, the AEO unit is annual, and almost nobody else in this market quotes a year. 2,500 AI Search Credits a year is about 208 a month. Put that beside the monthly counts the priced vendors published on the same day: AthenaHQ Starter at 3,600 credits a month with one credit defined as one AI response, Scrunch Core at 5,000 responses a month, Evertune Starter at 5,000 prompt credits a month, and our own Growth plan at 1,600 credits a month against 1,200 scheduled answers. The Conductor page does not state what one AI Search Credit buys, so treat the comparison as an order of magnitude and ask for the definition on the call. That one question is worth more than an hour of demo.

Third, the governance lines are where the money is. 24 by 7 monitoring from the Growth plan, 500,000 pages, five tracked websites and 25 tracked competitors are enterprise numbers, and they are the real reason a large organisation signs here rather than with a point product.

Where Conductor beats us, said plainly

The criterion on this page is what each company publishes on its own live pages that a buyer can verify, applied to us as well. Conductor wins four lines. It publishes every tier limit, which most of this category does not. It monitors sites at a scale we do not touch, because we do not sell site monitoring. It publishes a content production volume per plan, up to 600 drafts a year. And it tracks up to 75 competitors or more at the top tier, where our own highest published figure is a question set of 300 buyer questions against one business, with a separate agency plan for ten brands.

We win two. Our price is in the served page in six currencies, so you can size the work before any call, and our unit is defined in words: one credit is one buyer question, asked on one AI app, once, with a Claude check costing 3. And we publish the engine list, five apps including Claude, against the three that Conductor's free analysis tool names.

Which plan to ask for

• Technical monitoring and content for a mid sized team. Essentials, with the AEO question parked. 1,000 pages analysed and 500 tracked keywords is a real product and it is not an AI visibility product.
• AEO plus SEO reporting in one place. Growth, because that is where the AI Search Credits begin, and ask what the credit buys before you agree the number.
• Multi brand, multi market, governance and SSO conversations. Enterprise, and run the credit arithmetic against your prompt count rather than accepting the plus sign.
• Only the assistant answers. A point product, priced per answer. Buying a platform for one module is how software bills surprise people.

Questions buyers ask when Conductor is on the shortlist

Is Conductor worth it for AEO alone?

On the published limits, the AEO allowance is 2,500 credits a year from the Growth plan, so the AEO half is bundled with content production and site monitoring rather than sold on its own. It is worth it when you want all three; it is an expensive way to buy one.

How many AI engines does Conductor read?

Its free AI visibility analysis names ChatGPT, Perplexity and Gemini on the pricing page navigation, read 31 October 2026. The platform pages describe wider coverage, so get the engine list written into the proposal with the cadence beside each name.

Can I trust a vendor's own comparison page?

Use it for the rows and ignore the conclusion. Published limits, feature names and engine lists are checkable against the rival's own site in a few minutes, and that is the check worth running on all four of the comparisons Conductor publishes.

What does Conductor publish about price?

Nothing numeric, as read on 31 October 2026. The page states a philosophy instead, that pricing is built around the value you get rather than the seats you buy, and that the model is usage based. Both of those are reasons to ask for the unit definition early.

What is the fastest way to test it?

Run its free AI visibility analysis on your own domain, write down the answer it gives, then ask the same question yourself on ChatGPT, Gemini and Perplexity and compare. You will learn more about what the product measures in twenty minutes than a slide deck will tell you.

What a vendor that publishes its limits is telling you

There are two ways to behave when a buyer asks what a product can hold. You publish the numbers, or you ask for a call. Conductor publishes the numbers and hides the price, which is the more useful half of the two to hide, because a limit tells you whether the plan can carry your work at all. Our own answer is in the opposite order, with the price and the unit in the served page and the plan limits beside them, which is why the only honest comparison between the two is arithmetic rather than opinion. Do the arithmetic on your own prompt count, in whichever units each vendor publishes, before you let anybody show you a dashboard.

How we know this

We read the assistants rather than guessing what they do. In our own audit of 1,260 saved answers from ChatGPT and Gemini across the United States, the United Kingdom and India, 82.0% of every citation landed on a site the business itself owned, and review directories took 0.7%. Counted as one domain per reading, 16,516 of 20,143.

That is the whole asymmetry: the pages you own are the pages an assistant quotes back to a buyer. See the dated readings and the method on our proof page.

Find out whether assistants name your business, on your own domain and your own buying questions.

By Aditya Goel, Founder, AI Knows Us. Reviewed 1 November 2026.