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The Search Labs Tool Suite

Software built for AI Search visibility.

Four tools covering the full stack of AI Search performance — from metadata and topical authority to site speed and delivery. Built by practitioners, for practitioners.

Prism — Meta Rewriter v0.5.0
Title character count 58 / 60
CRO Score
87/100
Personas
4
Active persona Decision Maker
Title optimised Description optimised Schema pending
Prism Available now

Metadata Intelligence

Prism rewrites your meta titles and descriptions using persona-driven AI — scoring each output for conversion readiness before you publish. Built for webmasters and SEOs who need metadata that performs in both traditional and AI search results.

  • Persona-driven rewriting across four audience types
  • Character limit enforcement with real-time scoring
  • CRO scoring on every output — ranked before you choose
  • Desktop application — works offline, no data sent to third parties
  • Bulk processing for large site migrations
Stratum Coming soon

Topical Intelligence

Stratum maps your site's topical authority against the knowledge graph signals AI systems use to decide what to cite. It identifies gaps, contradictions, and opportunities in your content architecture before AI search penalises them.

  • Knowledge graph entity mapping for your domain
  • Topical gap analysis against cited competitors
  • Content cluster visualisation and hierarchy audit
  • E-E-A-T signal scoring across content categories
  • AI citation probability scoring per page
Stratum — Topical Map 12 entities
Coverage
74%
Gaps found
8
Top gap — AI Search intent High priority
Entity confidence score 61 / 100
3 clusters mapped 5 gaps unfilled 2 contradictions
Ballast — Core Web Vitals Live
LCP
1.8s
CLS
0.04
INP
62ms
Overall
94/100
LCP passing CLS passing INP passing
Ballast Coming soon

Site Speed

Ballast monitors and diagnoses Core Web Vitals with the context AI search requires. Page speed is a prerequisite for AI crawlability — a slow page is one AI bots deprioritise. Ballast gives you the diagnostic depth to fix what matters first.

  • Real-time Core Web Vitals monitoring (LCP, CLS, INP)
  • AI crawler speed impact analysis
  • Prioritised fix recommendations by revenue impact
  • Before/after tracking for performance changes
  • Competitor speed benchmarking
Slice Coming soon

Agile Based SEO Delivery

Slice is a kanban board built specifically for SEO delivery teams — enforcing different workflow paths, brief templates, and QA rules per task type, with a commercial audit trail built around the highest-risk work: client developer dependencies.

  • Pizza team model — built for up to 4 members: 3 working PMs and 1 team manager
  • Track-colour workflow enforcement — different column paths per task type
  • Brief inside the card — track-specific templates gate handoff to executors
  • QA checklist auto-generated from Acceptance Criteria
  • Grey card escalation ladder with audit trail for client dev dependencies
Slice — Kanban Board This Week
Cards shipped
11/18
Team size
4
Green — Schema implementation QA / Review
Grey — Image compression Awaiting client dev
On track 1 grey card 6 backlog