Variant synthesis
Three complete drafts per topic, each with a genuinely different editorial angle. Variants share your brief and tone settings but nothing else — so the comparison is real.
Features
Built for teams that would rather test than guess
Every feature in AutoBlogLab exists to answer one question: of everything we could publish on this topic, which version will actually perform?
Core protocols
The SEO Assay
Fourteen signals in four groups — intent match, structure, readability, originality — condensed into a 0–100 score with a per-signal breakdown you can share with clients.
Headline experiments
Ten ranked headline candidates per article with clarity and intent scores, plus ready-made A/B pairs for your email subject lines.
Tone calibration
Set the voice once — professional, friendly, persuasive, witty or authoritative — and the Lab holds it steady across every variant and every section.
One-click publishing
Push winners to WordPress or Ghost with headings, meta description and image alt-text suggestions intact. Markdown and .txt export on every plan.
Brand guardrails
Define banned phrases, required disclosures and style rules per workspace. Guardrails run at generation time, not as an afterthought.
Inside the assay
What the 14 signals actually check
The score is only useful if you can trust what's behind it. Here's the full panel.
| Group | Signals | Why it matters |
|---|---|---|
| Intent match | Query alignment · answer completeness · topical depth | Content that answers the actual question earns rankings and links. |
| Structure | Heading hierarchy · scannability · intro quality · internal-link slots | Well-structured pieces keep readers moving and help crawlers understand. |
| Readability | Sentence variety · reading grade · transition quality · jargon density | Readable drafts hold attention — the metric every other metric depends on. |
| Originality | Angle distinctiveness · example specificity · phrase-pattern variety | Search rewards content that adds something; the assay penalizes sameness. |
Workflow
From hypothesis to published winner
Hypothesis
Enter a topic and audience. The Lab proposes three angles worth testing and writes the brief.
Synthesis
Three full variants are drafted in parallel under your tone and guardrail settings.
Assay
Every variant is scored, ranked and annotated. Ties get a tiebreak analysis.
Publish
Edit if needed, then push to your CMS. Losing variants stay archived for repurposing.
See the protocols in action
The Lab tool below runs a full demo experiment in your browser — no account needed.