The AEO Vendor Buying Guide: Questions That Should Worry You
Evaluate an AEO vendor the same way you would evaluate anyone selling a number you cannot independently check: ask how they got it, what they did to move it, and what they admit they cannot fix. This guide gives you the exact questions to ask and an honest account of where SourceRank AI itself is not the right fit, so you can run this same test on us.
A dashboard cannot earn a citation on a listicle any more than a gym membership can lift the weights for you.
What actually separates one AEO vendor from another?
Two categories sit under the same label. Self-serve AI-visibility platforms (Profound, Scrunch AI, Otterly.ai, Peec AI, AthenaHQ) give you a dashboard: your team acts on what it shows. Managed AEO programs, SourceRank AI's category, run that work for you, with the dashboard as how you watch it move. Neither category is a scam. The mistake is buying one when you need the other.
Six questions to ask any AEO vendor before you sign
Sample
How many prompts do you track, across which engines, and how often do they refresh?
Ownership
When a question scores badly, who does the work to fix it, your team or theirs?
Uncomfortable admissions
What can you not fix, and will you say so before I sign?
Root-source visibility
Can I see the actual citation or answer text behind the score?
Cost model
Is pricing tied to a defined scope, or metered on usage I cannot predict?
Execution proof
Can you show me your own visibility trending up, not a client logo wall?
What should you expect to pay?
Self-serve monitoring software runs roughly $29 to $545 a month: Otterly.ai from $29/mo, Scrunch AI from $250/mo, Profound from $99/mo (Growth $399/mo), and AthenaHQ from $295/mo credit-metered, with Peec AI's enterprise tiers requiring a sales quote. That price buys the dashboard, not the execution.
Managed programs cost more because a team does the work. SourceRank AI's own ladder: a one-time AI Visibility Audit at $497 (25 buyer-question prompts, five answer engines, a named-competitor benchmark, and a 90-day plan), then Foundation at $997/mo, Growth at $1,700/mo, and Category Lead at $2,500/mo. See current pricing.
Where is SourceRank AI honestly not the right fit?
You already have the capacity
If your team can act on a dashboard's recommendations itself, self-serve software is the cheaper, right choice.
You need enterprise platform features
SSO/SAML, audit logs, a BI-ready API across ten-plus engines is an enterprise tier's job.
Your budget is capped below a few thousand a month
A $29 to $500/mo monitoring tool is a legitimate start.
See who we are not a fit for for the fuller picture beyond pricing.
See your own visibility gap first
Before you sign with anyone, get a real baseline across every answer engine, engine by engine, so every vendor conversation starts from a number you already trust.
Common questions
What is the difference between an AEO vendor that monitors and one that executes?
A monitoring vendor gives you a dashboard that reports how often your brand is mentioned or cited across AI engines, and your own team acts on it. An executing vendor, a managed program like SourceRank AI, does that work itself.
What should a real AEO audit actually include?
At minimum, a real audit names the exact number of prompts tested, lists the specific engines covered, benchmarks you against named competitors, and ends in a written plan you can act on, not just a score.
Why should you distrust a guaranteed number-one AI answer ranking?
Answer engines are probabilistic: the same prompt can return a different answer on repeat runs, and no vendor controls what a model outputs. A guaranteed ranking is a sales line, not a capability.
How often should AI-visibility numbers refresh?
It depends on the program tier. Self-serve platforms typically refresh continuously. Managed programs are cadence-based: SourceRank AI's Foundation tier re-measures monthly, Growth and Category Lead re-measure weekly.
Is a self-serve monitoring tool ever the better choice over a managed program?
Yes, honestly. If your team already has active content and outreach capacity and only needs the data to act on, a self-serve platform is the cheaper, right purchase.
When is SourceRank AI not the right fit for a buyer?
When you already have in-house capacity to act on a dashboard yourself, when you need enterprise platform features like SSO or a BI-ready API across ten-plus engines, or when your budget cannot sustain a program past the first month or two.
How much do AI-visibility tools cost compared to a managed AEO program?
Self-serve monitoring software runs roughly $29 to $545 a month. Managed programs cost more because a team executes the work: SourceRank AI's ladder runs from a $497 one-time audit to $997 to $2,500 a month depending on scope.
What proof should an AEO vendor show about its own visibility?
Ask to see their own share-of-voice trend across engines, dated and repeatable, not a static screenshot or a wall of client logos.