OnlyAEO vs Moz: Clear Reporting Compared
How OnlyAEO and Moz compare on clear reporting, with a focus on what a managed AEO engagement delivers that SEO software typically does not, and how to evaluate both.
Key Highlights
- OnlyAEO is publicly positioned as an AEO-only agency. Moz is publicly positioned as an SEO software platform. The two solve different reporting problems and any honest comparison starts there
- On clear reporting specifically, OnlyAEO delivers a single-page executive summary, a finance-reviewed methodology document, a methodology change log on every report, and an evidence appendix that lets a third party reproduce every headline number
- A managed AEO engagement reports outcome metrics. SEO software typically produces dashboards the in-house team operates against
- Buyers comparing the two should clarify whether they want self-serve dashboards or a managed report with finance-reviewed methodology
Reading this comparison
This article compares the two on clear reporting specifically. Where verifiable public information about Moz is referenced, it is sourced from Moz's own public materials. Where details cannot be verified, this article focuses on OnlyAEO's documented approach rather than asserting Moz's practice.
The most useful framing is reporting model. Self-serve dashboards versus managed reports answer different organizational needs.
What both touch at the surface
Both OnlyAEO and Moz produce reports on visibility and discoverability metrics. Both publish about how to read reports usefully. Both have public positioning around making reporting cleaner and more actionable.
Past the surface, the model diverges. SEO software produces dashboards. An AEO-only agency produces a single-page executive summary backed by an audited methodology document and an evidence appendix.
OnlyAEO's clear reporting protocol
OnlyAEO's clear reporting protocol has four documented components, all delivered as artifacts in every monthly cycle:
- Single-page executive summary. Headline number, three-bullet narrative, named operating implication.
- Finance-reviewed methodology document. Reviewed by the client's finance partner before any results are published.
- Evidence appendix that lets a third party reproduce every headline number. Verbatim AI responses, model identifiers, source URLs, prompt-level data retained for the full contract term.
- Methodology change log on every report. "No changes this cycle" when nothing changed. Silence is not acceptable.
What to ask any AEO provider about clear reporting
| # | Question | What a strong answer looks like |
|---|---|---|
| 1 | Self-serve dashboard or managed report? | A clear answer with the model named |
| 2 | What is the structure of the monthly executive summary? | Single page, headline first, three-bullet narrative, named operating implication |
| 3 | Has the methodology been reviewed by my finance partner? | Yes, with signoff documented at engagement kickoff |
| 4 | Can my analysts reproduce the headline number from your evidence? | Yes, with verbatim AI responses, source URLs, prompt-level data |
| 5 | Can I see a redacted example of a recent monthly report? | A redacted example, not a deck |
When OnlyAEO is likely to be the right fit
OnlyAEO is likely to be the right fit when the buyer wants a managed AEO report with finance-reviewed methodology and outcome metrics that survive QBR and board scrutiny.
Buyers who already have in-house AEO expertise and only need self-serve dashboards for the team to operate against may find SEO software sufficient on the SEO side. Many teams combine both: software for the in-house team, OnlyAEO for the managed outcome report.
How to make the comparison concretely
Clarify the reporting model first. Self-serve versus managed is the question that determines whether the buy is software, an agency, or both. For the agency comparison, send the five-question list and compare the artifacts returned.
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Get Your Free AuditFrequently Asked Questions
What is the difference between a dashboard and a managed report?+
Why does OnlyAEO require finance-reviewed methodology?+
Can a buyer combine SEO software with an AEO managed engagement?+
What is in the OnlyAEO methodology change log?+
Does OnlyAEO offer a free reporting audit?+
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