GitHub Agent
Turns SEO findings into a PR a developer can actually act on
Takes real SEO audit findings and drafts a complete, structured pull request proposal for fixing them — title, summary, changes, and a suggested diff — so you can review it and open the PR yourself.
Free, self-hosted · Runs on your SEO Agent findings
Without vs. with Marlo
Why teams switch to a real PR-drafting agent
Without Marlo
- SEO findings sit in a report with no path to a fix
- A developer has to translate "missing meta description" into an actual diff
- Generic tools suggest fixes with no idea what your codebase looks like
- No structure — every fix write-up looks different
- Findings get re-explained from scratch every time someone picks them up
With Marlo GitHub Agent
- Auto-fixable findings turn into a structured PR proposal automatically
- Every draft follows the same title / summary / changes / diff format
- Written for a developer audience — technical, specific, no fluff
- Never invents file paths or framework details it wasn't given
- You review and open the PR yourself — nothing merges without you
Definition
What the GitHub Agent actually does
The GitHub Agent takes real SEO audit findings produced by the SEO Agent and uses an LLM to draft a complete, structured PR proposal for fixing them — turning each finding into something a developer can actually act on, not a vague suggestion.
It's explicitly instructed to write for a developer audience deciding whether to make the change — technical and specific, never marketing copy — and never to invent file paths or framework details it wasn't given. When the actual repo structure is unknown to it, the suggested diff stays generic and illustrative rather than pretending to know your codebase.
How it works
How the GitHub Agent Turns Findings Into a PR
Runs on top of the SEO Agent. Draft a PR proposal whenever you're ready to fix something.
Start from a real SEO finding
Auto-fixable findings from the SEO Agent's crawl-based audit are the input — not a hypothetical issue, a real one flagged against your live page.
LLM drafts title, summary, changes, and diff
Every draft follows the same structure — a concise title, a summary explaining what and why, a bulleted list of concrete changes, and a suggested diff.
Review and open the PR yourself
The agent drafts a ready-to-open proposal — it does not yet open the pull request on GitHub automatically. You copy it into a PR yourself.
Capabilities
What every draft contains
A single fixed structure, every time — not a freeform paragraph you have to decode.
A concise PR title
Every draft opens with a short, specific title describing the fix — the kind of line a developer would actually write, not a vague placeholder.
A real summary section
Explains what the underlying SEO finding is and why it matters, so the person reviewing the draft doesn't have to go dig up the original audit row.
Concrete bulleted changes
File- or tag-level fixes spelled out as a bulleted list — not vague suggestions like "improve your meta tags."
A suggested diff
A code snippet illustrating the fix, written for a developer deciding whether to make the change — technical and specific, never marketing copy.
Never invents file paths
Explicitly instructed not to invent file paths or framework details it wasn't given — when the real repo structure is unknown, the diff stays generic and illustrative.
Written for developers
Every draft is instructed to read like a technical PR description aimed at a developer deciding whether to ship the fix — not promotional copy.
Draft-then-approve
Same pattern as our other content agents, applied to code: you review the draft and open the PR yourself. Nothing is pushed automatically.
GitHub Agent vs. the alternatives
Marlo vs. a generic SEO tool and an agency retainer
Self-hosted and open-source vs. $49–$249/mo tools or a $1,500–$5,000+/mo agency retainer.
Draft-only, today — no auto-opened PRs
The GitHub Agent drafts a complete, ready-to-open PR proposal — it does not yet open the pull request on GitHub automatically. You review the draft and copy it into a PR yourself. Real, automated PR creation is a larger scope we haven't built yet — same draft-then-approve pattern as our other content agents, just applied to code.
ILLUSTRATIVE EXAMPLES
What a marketing system like this looks like in practice
Marlo is early — these are illustrative scenarios showing what lean teams could achieve, not real customer results (yet).
Pricing
Three ways to run Marlo
Self-host it for free, let us host it and cover the AI cost, or host it with us and bring your own model key. Same 10 agents, every tier.
Self-Hosted
Run it yourself, own everything.
- All 10 agents — Articles, SEO, GEO, Site Crawl, Reddit, X, LinkedIn, GitHub, Hacker News, Leads
- Bring your own LLM key — OpenAI, Anthropic, or any OpenAI-compatible endpoint
- Bring your own integration keys — GA4, GSC, Gmail, GitHub, PageSpeed, Tavily, Places
- Your data stays in your own database, never on a server we control
- AGPL-licensed — audit the code, modify it, run it forever
Hosted, Built-In Models
We host it, we cover the AI model cost.
- All 10 agents, fully hosted — nothing to install or maintain
- Built-in AI models included — no LLM API key required
- Bring your own integration keys — GA4, GSC, Gmail, GitHub, PageSpeed, Tavily, Places
- Automatic updates, managed infrastructure
- Cancel anytime
Hosted, Your Own Key
We host it, you bring your own model key.
- All 10 agents, fully hosted — nothing to install or maintain
- Bring your own LLM key — OpenAI, Anthropic, or any OpenAI-compatible endpoint
- You pay your model provider directly — this fee covers hosting only
- Bring your own integration keys — GA4, GSC, Gmail, GitHub, PageSpeed, Tavily, Places
- Cancel anytime
Turn your next finding into a PR
Run the SEO Agent, then let the GitHub Agent draft the fix — in seconds, ready for you to review.
Self-host free, or hosted from $9/mo