SEO
Own the query.
Map every search need to one intended page. QueryLayer surfaces overlap, weak internal links, indexing issues, and decaying traffic before they turn into invisible losses.
Topical maps · query ownership · technical preflight✦ Agent-native publishing, without giving up control
Your website has an operator now.
QueryLayer is the open-source CMS where search intelligence, analytics, governed publishing, and your local AI agent work as one system.
MIT licensed No QueryLayer cloud account Built for Astro
BACKUP GENERATOR GUIDESearch intelligence
Production healthyOrganic clicks38.4k↗ 12.8%
Answerability91%↗ 4 pts
AI citations184↗ 22.4%
Search momentumLast 90 days
ClicksEvidence-backed pages are compounding
Needs attention3 items
- Query overlap2 pages compete for “generator sizing”
- Evidence aging4 claims need fresh sources
- Internal link gapNew guide has no contextual links
Search is no longer one channel
Build for discovery.
Structure for answers. Earn the citation.
SEO, AEO, and GEO belong in the same operating system because the work is the same at its core: publish the clearest, most useful, best-supported answer—and know whether it performs.
AEO
Answer with clarity.
Shape pages around direct, retrievable answers. Answerability checks keep headings, entities, evidence, and important claims easy for people and answer engines to understand.
Answerability · entities · structured dataGEO
Become worth citing.
Track whether your content is distinct, supported, and citation-ready. QueryLayer turns AI visibility and citability signals into governed work—not another vanity dashboard.
AI visibility · citability · evidence ledgerOne loop, not five tabs
Analytics that turns into work.
QueryLayer joins the signals from Google Search Console, GA4, Bing, IndexNow, your content graph, and your evidence ledger. Your team—and your agent—see what changed, why it matters, and what should happen next.
- ✓ Detect durable opportunity and decay signals
- ✓ Compare performance to exact content revisions
- ✓ Turn findings into governed, auditable tasks
QueryLayerSite intelligenceGSearch ConsoleQueries & pages
↗AnalyticsOn-site behavior
BBing + IndexNowDiscovery & delivery
⌁Your siteContent & links
The agentic harness, brought inside
Your agent already knows how you work. Now it knows your site.
Connect Codex, Hermes, Claude, ChatGPT, Grok, or any compatible MCP harness. The agent running on your machine becomes available inside QueryLayer—with the site, page, revision, analytics, and policy context already attached.
01
Same agent. Same harness.Your existing profile and workflows stay where they are. QueryLayer connects to them; it does not replace them.
02
Present in the workspace.Ask from anywhere in the CMS. Your agent understands the screen you are on and can bring back navigation, analysis, and proposed actions.
03
Helpful, never unchecked.Agents inspect, research, draft, and propose. Your scopes, immutable history, publication policy, and approvals stay in force.
LOCAL HARNESS
➜ codex mcp add querylayer
Connecting to your-site.com…
✓ Site context available
✓ Permissions synchronized
✓ Agent concierge online
site-scoped MCP
✦
Your agent Available in QueryLayer
Audit this pageFind the next opportunityPrepare a revision
Ask your site concierge… ↑
Everything the publishing loop needs
Intelligence with a memory.
QueryLayer makes search strategy, evidence, agent work, and publishing state part of the content model—not a pile of notes beside it.
Living topical map
See what your site owns, where pages compete, and which search needs still deserve a page.
Immutable revisions
Every edit is a new revision. Draft, publish, schedule, unpublish, and roll back without losing the story.
Evidence before fluency
Keep factual claims close to their sources and make unsupported or stale evidence visible before publication.
Internal-link intelligence
Model incoming and outgoing links as revision-aware records—not incidental strings hidden in rendered HTML.
Search decay detection
Turn sustained declines, query loss, and cannibalization signals into durable investigation tasks.
Fail-closed publishing
Content, SEO, links, evidence, structured data, renders, and agent work must clear policy before release.
A CMS that lives with the site
Your content system should belong to you.
QueryLayer installs beside one website, on infrastructure you control. Authentication, database, secrets, publishing history, and agent connections stay local to that installation.
0mandatory cloud accounts
1site-local source of truth
∞compatible agent harnesses
Your site is ready for an operator
Give your best agent
a desk inside your website.
Open source, self-hosted, and built for search-driven Astro sites.