Real queries
Clusters are built from questions people actually search for.
ProductTopic authority planner
TopicVinePlan coverage on evidence, not instinct.
TopicVine turns a broad subject into a scored topic cluster built from real search questions people ask, then maps which stories should link to each other. The scoring is fixed and repeatable, so the same input always gives the same coverage plan, one an editor can defend.
- Core Is it safe to walk outside?
- High Best masks for PM2.5?
- Core Why is the air worse in winter?
- High How much is stubble burning?
- Core What does stage 3 ban?
- Moderate Are schools closed?
- High What is today’s AQI?
- Moderate Do smog towers work?
Illustrative cluster. Dashed lines show stories that should link to each other.
- Category
- Topic authority / AEO planning
- Type
- Product
- Output
- Scored cluster, question list, internal-link map
The problem
Why TopicVine exists
AI answers cite publishers with topic depth and authority, not one-off articles. Most coverage plans are built on guessed keywords and gut feel, and leave gaps a rival fills.
How it works
From one topic to a defensible plan
01
Seed the topic
Start with a subject your desk owns, such as a city’s air quality.
1 / 6
What you get
Built for how desks actually work
Deterministic scoring
Same input, same plan. Repeatable, explainable and defensible.
Linking map
Shows how to weave internal links so each story strengthens the rest.
Multilingual
Questions in English and Indian languages, side by side.
Questions
TopicVine, answered
Last updated
Is TopicVine a keyword tool?
No. It reverse-engineers how AI platforms choose citations: topic depth and authority. It builds clusters from real questions and maps how your stories should connect.
Will it guarantee rankings or AI citations?
Nothing can. TopicVine gives you the structure and coverage that make citation more likely, and a plan you can measure against.
Works well with
Related products
Product
AI citation trackerCitation Watch
A weekly check of seven AI platforms: who gets cited for your questions, and what changed.
Explore Citation WatchProduct
AEO / GEO micro-editsOptimizer
Surgical, sentence-level edits for AI citation, reviewed in a diff viewer.
Explore OptimizerProduct
Agentic writing OSDraftOne
A five-agent chain, run like a news desk, from source copy to a house-style draft with meta.
Explore DraftOneStart a conversation
See TopicVine on your own workflow.
Tell us what slows your desk down. We’ll show you a working demo on your own sources, then put scope, cost and timeline in writing.