Product Roadmap

Sebora is an autonomous SEO operator — not a tool you learn, but an operator you delegate to. This page shows where we are and where we're heading. We ship fast and update regularly.

Last updated: March 2026

Everything below is live and available today.

Smart Onboarding

  • Site qualification — checks if your site is crawlable, indexable, and has a CMS before starting work
  • Google Search Console integration — connect GSC (read-only) to pull baseline rankings, top queries, and opportunity keywords
  • Auto business brief — generates a structured brief (ICP, differentiators, conversion goals) from your landing page. You review and edit before anything else happens

Authority-Aware Keyword Strategy

  • Domain authority detection — reads your site's real authority level and adjusts keyword targets accordingly. A DA 5 site won't see KD 30+ suggestions
  • Achievability-first ranking — keywords sorted by what you can realistically rank for, not raw volume
  • Two strategy modes — Quick Wins (low-hanging fruit for fast traffic) or Topic Clusters (structured topical authority over time)

Cluster Strategy & Planning

  • Topic cluster engine — maps clusters per project, identifies target pages, and assigns priority and effort scores
  • Publishing cadence — control how many articles Sebora produces per week
  • Rich article metadata — every draft ships with optimized title, meta description, structured outline, FAQ section with schema markup, and internal link suggestions

Content Generation

  • 7-stage article pipeline — research, outline, draft, optimize, format, review, deliver
  • Niche-aware external links — citations from real, topic-relevant authority sources
  • Automated internal linking — contextual internal links placed naturally using your existing site pages
  • Freepik image integration — relevant images sourced automatically with proper ALT text

Weekly Operator Loop

Sebora runs autonomously week-over-week:

  • GSC audit — detects ranking climbers and droppers automatically
  • Auto-updates — refreshes pages with the most ranking potential
  • Internal link injection — adds links where they help distribution
  • Cannibalization detection — flags keyword overlap and suggests page merges
  • Indexing health gate — pauses publishing if indexing issues are detected
  • Weekly report — summarizes what was published, what moved, and what's next

Multi-Language Support

  • 3 languages — generate content in English, French, or Spanish with locale-aware keyword research and culturally adapted copy
  • Localized UI — full interface translations

Publishing & Delivery

  • CMS publishing — push articles as drafts directly to WordPress, Webflow, or Shopify
  • Background generation — batch article generation with real-time progress tracking

Team Collaboration

  • Role-based sharing — invite team members as owners, editors, or viewers
  • Email invites — send invite links and manage access from project settings
  • Notification system — in-app and email notifications for project milestones

Payments

  • Stripe checkout — pay per content batch with a clear, transparent pricing flow

Actively being built. Expected in the coming weeks.

Bring Your Own Images

Drop your own images into Sebora. It will classify them by topic and context, then integrate them into articles automatically — so your content uses your brand visuals, not just stock photos.

Review Mode

Choose how Sebora handles publishing:

  • Autopublish — publishes approved content on schedule without intervention
  • Approve-before-publish — every piece goes through your review queue first

Planned and scoped. Work begins once current priorities ship.

SEO Performance Dashboard

Track the impact of Sebora's work over time — keyword movement, traffic changes, indexing health, and content ROI. Not another analytics dashboard; a clear view of what Sebora did and what changed.

Additional Language Support

Expand beyond English, French, and Spanish to cover more markets and locales.

API Access

Programmatic access to Sebora's engine for agencies and teams who want to integrate SEO operations into their own workflows.

How We Build

Phases are sequential. We don't start the next phase until the current one is stable.
Shipped means verified. Nothing gets marked as done until it works reliably in production.
User feedback drives priority. If something matters to you, tell us — it moves faster when we know.

Have an idea?

We read everything and it directly shapes what we build next.