$ 8contentpro --route
◇ Routing this job across specialist models
research · fan-out → claude-haiku fast, cheap breadth
long-context synthesis → claude-sonnet reads the whole SERP
the writing → claude-opus top-quality prose
adversarial critique → gpt-class judge a hostile second read
keyword vectors → gemini-embedding semantic clustering
AI-tell scoring → sapling + in-house human-vs-AI review
› Six models, each on the job it's best at.
✓ Not "one AI." The right model, per step.
$ 8contentpro --stage 8intel
◇ Reading the competitive field for this topic
✓ pulled the 12 competitors ranking on page 1
✓ parsed their headings, angles, internal links
✓ scored topical coverage against search intent
✓ found 1 gap every top page left open
✓ flagged 3 claims we can state harder
› 8Intel is our own market-intelligence engine.
✓ We write to beat what ranks, not echo it.
$ 8contentpro --stage search-console
◇ Pulling your own ranking data
✓ 41 queries you already rank for (pos 8–24)
✓ 6 "striking distance" terms page 2 → page 1
✓ high-impression / low-click gaps = quick wins
✓ mapped each query to a section of the piece
› Your Search Console decides what to write next.
✓ We grow the rankings you already have.
$ 8contentpro --stage trends
◇ Checking live demand before we commit (pytrends)
✓ 12-month interest curve for the core topic
✓ 3 breakout queries rising this quarter
✓ seasonality checked, publish window scored
✓ dropped 2 fading subtopics, kept the risers
› Real-time demand, straight from Google Trends.
✓ We write what people search for now.
$ 8contentpro --stage serp
◇ Reading the 8 pages that rank today
✓ fetched and parsed the current top results
✓ extracted their structure and depth
✓ learned what Google rewards for this query
✓ set the bar to beat (long-form guide, 1,400w+)
› We study the winners before writing a line.
✓ Match the intent, then out-teach the field.
$ 8contentpro --stage keyword-math
◇ Turning 41 raw terms into one plan
✓ embedded every query into vector space
✓ clustered into 6 semantic groups
✓ scored each: volume × intent × winnability
✓ picked the 1 cluster with the best odds
› Vectors, clustering, and a winnability score.
✓ The angle isn't a guess. It's math.
$ 8contentpro --stage brand-voice
◇ Loading your voice profile
✓ your ICP, personas, and services
✓ tone rules (no jargon, no AI tells, your register)
✓ competitor policy (name them, never praise)
✓ internal links mapped to your real pages
› Every draft is written as your brand, not ours.
✓ White-labeled down to the sentence rhythm.
$ 8contentpro --stage detect
◇ Independent human-vs-AI review
✓ full draft sent to Sapling.ai
✓ scored sentence by sentence
✓ result: 9% AI · 91% human
✓ under the 40% line → cleared to ship
› An outside detector grades every single piece.
✓ If it reads like a robot, it doesn't ship.
