GTM Engineer · Case Study Prototype · live run on neevcloud.com
80 indexed posts/week
without killing the domain.
Publishing 80/week is trivial. Getting them indexed, ranking, and not dragging down the rest of the domain on a low-trust domain is the hard part. This engine is the infrastructure layer that makes volume safe: cross-domain link graph, keyword clustering, streaming brief generation, and a quality gate that blocks thin content before it ships.
System Architecture
GSC query mining DataForSEO Google Autocomplete
(rank > 10 queries) (volume · CPC · SERP) (free · no key needed)
│ │ │
└──────────────────────┴────────────────────────┘
│
┌─────▼──────┐
│ keyword │ OpenAI embeddings
│ cluster │◄── semantic grouping
│ + score │ opportunity scoring
└─────┬──────┘
│ T1: 8 editorial pillars/week
│ T2: 52 programmatic pages/week
│ T3: 20 long-tail/week
┌─────▼──────┐
│ brief │ Claude claude-sonnet-4-6
│ generator │◄── SERP gap · E-E-A-T req.
│ (streaming)│ persona · intent
└─────┬──────┘
│
┌─────▼──────┐
│ QA gate │ Claude structured output
│ (5 dims) │◄── depth · E-E-A-T · originality
└─────┬──────┘ hallucination risk · brand safety
│
┌─────▼──────┐
│ CMS │ webhook → publish → sitemap ping
│ publish │ internal-linking engine fires
└─────┬──────┘
│
┌─────────────────────┼──────────────────────┐
│ │ │
┌──────▼──────┐ ┌──────────▼──────┐ ┌───────────▼────────┐
│ link graph │ │ indexation │ │ attribution │
│ + orphan │ │ monitor │ │ GA4 → HubSpot │
│ detection │ │ kill-switch │ │ content→pipeline │
└─────────────┘ └─────────────────┘ └────────────────────┘The Volume Trap
80/week of editorial long-form on blog.neevcloud.com is the wrong shape. Google evaluates quality at the site level. Flood a low-trust domain with 4,000+ pages/year and you risk site-wide demotion, partial indexation, and crawl budget starvation on the money pages.
The right shape is a hybrid. 8 deep editorial pillars/week on a /learn/ subdirectory of neevcloud.com (not the Hashnode subdomain) maintain E-E-A-T. 52 programmatic pages/week from real datasets NeevCloud already has — GPU SKU × region × workload, pricing comparisons — provide the volume.
Deep pillars. Real authors, citations, first-party benchmarks. On neevcloud.com/learn/. These are the E-E-A-T anchors.
Templated pages over real data: GPU SKUs, pricing comparisons, compliance matrices. NeevCloud already builds these manually — this systematises it.
FAQ and comparison pages targeting specific queries. Generated at low cost, linked into the pillar structure. Pruned at 90 days if no impressions.
What's built
Site Audit
live runCross-domain link graph, orphan detection, cannibalization clustering, and link recommendations. Ran live against neevcloud.com.
- ·blog→www links = 0 (split-brain)
- ·6 orphan GPU money pages
- ·7-page cannibalization cluster
- ·Blog sitemap behind 429 checkpoint
Content Pipeline
Claude + DataForSEOKeyword clustering → opportunity scoring → streaming brief generation. Pre-fetched data + live mode.
- ·5 topic clusters pre-loaded
- ·Streaming brief generation
- ·SERP gap analysis per cluster
- ·Live keyword lookup
QA Gate
live · Claude API5-dimension quality scoring before any content ships. PASS / REVIEW / FAIL with specific flagged lines.
- ·Depth & technical density
- ·E-E-A-T signal scoring
- ·Hallucination risk detection
- ·Brand safety & compliance