Automated SEO audit with AEO and GEO built in.
An automated SEO audit system: a crawl, an issue taxonomy and a priority model, wired end to end, plus an AI visibility audit of how answer engines and assistants read your pages. It produces the same artifacts every run, which is the only reason the numbers are comparable month to month. In our own August 2026 run it classified 48 issues across 66 pages for $2.74 in API cost; when a data source is unavailable it halts and says so rather than guessing.
Reviewed by Martin Kelly, founder of Botonomy Updated
What is an automated SEO audit?
An automated SEO audit is a technical audit of your whole site run by software on a schedule: it crawls every page, classifies each issue, ranks the issues by what they cost you in traffic, and files the fixes as tasks. Botonomy's is agentic, so it also re-checks the fix and audits how AI answer engines read each page.
A one-off audit from a consultant is a snapshot. It is out of date the week after it lands, and the next one is done differently, so the two cannot be compared. An automated audit is the same measurement repeated, which turns "we think it got better" into a number.
The AEO and GEO part is the newer half. A page can be technically clean and still be invisible to an AI assistant, because the answer is buried, the facts are not quotable or the crawler never receives the content. The audit checks for that as well as for broken links.
Agentic SEO audit, defined. An agentic SEO audit is a technical SEO audit run end to end by an autonomous system: it crawls the site, classifies every issue, ranks them by what each is costing in traffic, files the fixes as tasks and repeats on a schedule so each run can be compared with the last.
Three layers that scale audits, deterministically.
Directive
What to doThe SOP, written down. Goals, inputs, the tools to use, the outputs and the edge cases — in plain language, versioned like code. When we learn an API limit the hard way it gets written here, so it is never learned twice.
Orchestration
Decision-makingThe only probabilistic layer. It reads the directive, calls the tools in order, handles the errors and asks when something is genuinely ambiguous. It does not do the work itself.
Execution
Doing the workDeterministic scripts. Same input, same output, every run. Ninety per cent accuracy per step is fifty-nine per cent over five, so anything that must be right lives down here instead.
In, through, out.
Most audits describe the version of your site a browser eventually assembles. Yours is judged as search engines and AI crawlers actually receive it, which is where the expensive, invisible problems tend to live, and where AEO and GEO are won or lost.
Audit tool vs agency audit vs automated audit system
Three ways to find out what is wrong with a site. They differ in what you are left holding afterwards.
| SEO audit tool | Agency audit | Automated audit system | |
|---|---|---|---|
| Output | A list of issues | A report and a call | A ranked fix list, a deck and tasks in your tracker |
| Priority | By issue type | By the analyst's judgement | By traffic, conversions and share of the site affected |
| Repeatable | If you rerun it | Rarely the same twice | Same artifacts every run |
| AEO and GEO | Not covered | An add-on | Checked in the same run |
| After the fix | You re-check | Next quarter | Re-crawled and confirmed |
| Who owns the data | You, in their format | They keep the working files | You, on every plan |
It reads your stack. It doesn't replace it.
- Screaming FrogHeadless crawl + issue export
- Search ConsoleCoverage, impressions, queries
- Analytics 4Sessions + conversions by URL
- AhrefsReferring domains by page
- SemrushCompetitor keyword overlap
- ClickUpFix tickets, one per issue type
Also connects to
Read-only wherever read-only is enough. Nothing gets write access it doesn't need, and every write is logged.
Checked before it ever reaches you.
The crawl reaches your whole site — URL coverage is verified against your sitemap before a single issue is scored.
Every issue is classified against the full taxonomy, so the report you read is the complete picture, not a convenient one.
The deck, the issue list and the prioritized backlog all arrive together, every time.
That consistency is the whole point. The same checks and the same artifacts on every run, so when a number moves you know it moved because your site moved — not because the method did.
The boring details.
| Spec | Standard | Deployable |
|---|---|---|
| Where it runs | Our infrastructure | Yours |
| Who holds the API keys | Us, scoped per client | You |
| Cadence | Monthly, or weekly | Any schedule |
| Raw data retention | Rebuilt each run | Your policy |
| Artifact delivery | Your Drive and tracker | Your choice |
| Source code access | — | Full |
| Runs unattended | Yes | Yes |
| Failure alerting | Slack and email | Your channels |
Same architecture, different job.
Want it in your own stack?
Deployable hands over the software, the hosting and the keys. You run it; we stay on for support.
Questions about the automated SEO audit.
What is an automated SEO audit?
An automated SEO audit is a technical audit of your whole site run by software on a schedule. It crawls every page, classifies each issue, ranks the issues by what they cost you in traffic and files the fixes as tasks. Because the same measurement is repeated, one month can be compared with the next.
Does the audit cover AEO and GEO as well as SEO?
Yes. Alongside the technical checks, the audit looks at how answer engines and AI assistants read each page: whether the answer is near the top, whether the facts are stated plainly enough to quote, and whether an AI crawler receives the content at all. Those findings go into the same priority list as the technical ones.
How is this different from an SEO audit tool?
A tool gives you a list of issues and leaves the ranking, the fixing and the re-checking to you. The audit system ranks every issue by traffic and revenue impact, files each fix as a task with acceptance criteria, and re-crawls after the fix to confirm it cleared.
How is it different from an audit by an SEO agency?
An agency audit is a one-off report shaped by whoever wrote it, so two audits are hard to compare. The system produces the same artifacts on every run and keeps the history, which makes progress a number. A senior operator still reviews the output and sets the strategy.
How often does the SEO audit run?
Monthly by default, and weekly on Accelerate. Every run produces the same artifacts — the crawl, the classified issue list and the prioritized fix list — which is what makes one month comparable to the next instead of re-derived each time.
What makes an issue a P1?
Severity crossed with traffic impact. A critical issue is P1 at any traffic level, and a high-severity issue on a page with real sessions or conversions is P2. Issues affecting a large share of the site escalate, so a hygiene problem across most pages does not sit quietly at the bottom of the backlog.
Do we get the underlying data?
Yes, on every plan. The crawl exports, the classified issues and the prioritized backlog belong to you, and the audit is delivered as a deck plus a task list rather than a dashboard you lose access to when you leave.