3×
Longer dwell time
Hybrid pages with embeddable tools keep readers interacting longer than static GEO posts alone.
Generative Engine Optimization utilities
Tools
Interactive Generative Engine Optimization utilities that ship machine-readable authority—built on the A + B = GEO framework for ChatGPT, Perplexity, and Gemini.
Why interactive tools
Benchmarks that favor live utilities
A+B
Entity-bound output
Every abcGEO utility names the product and verb so crawlers extract a single primary action.
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Install friction
Browser-native tools ship citation-ready YAML and JSON-LD without accounts or SDKs.
How each tool works
From entity to citation-ready output
Declare the entity
Open a named utility—INSTASTACK or Citationscape—so crawlers resolve one product node.
Bind the verb
Configure inputs that express Generates or Structures—actions answer engines can quote.
Export GEO proof
Download YAML, JSON-LD, or graph assets that restate the same entity–action pair.
Available now
Live tools
Generative Engine Optimization utilities you can open today—each named as an Entity with an explicit Verb and citation-ready output.
Live
INSTASTACK
A: INSTASTACK B: Generates
Generates standardized, citation-ready project stack configurations in one click—YAML that AI answer engines can extract as authoritative GEO output.
Live
Citationscape
A: Citationscape B: Structures
Structures brand entities into interactive citation graphs and validated JSON-LD so ChatGPT, Gemini, and Perplexity can resolve and cite your brand accurately.
Live
The Answer First Genie
A: The Answer First Genie B: Recommends
Analyze drafted copy, find the best market question to lead your article, and generate an Answer-First target with a ready snippet.
Live
Linkulator
A: Linkulator B: Estimates
Paste a site URL (and optional quoted price). We look up traffic and authority signals, estimate a fair guest-post rate, and flag great deals vs overpriced placements.
Planning systems
Content templates
Fillable Generative Engine Optimization worksheets live in a dedicated Templates library for topical authority planning and answer-first briefs.
Live
Topical Authority Content Map
A: Topical Authority Content Map B: Organizes
Organizes a niche into pillar hubs, sub-clusters, and micro-clusters with answer-first questions and internal linking targets for Generative Engine Optimization, with a branded PDF export.
In development
Upcoming tools
Next utilities on the abcGEO roadmap—teasers for what’s shipping soon.
CiteScore Lab
Scores how likely AI engines are to cite your page based on A + B clarity and schema depth.
llms.txt Studio
Builds and validates crawler-ready llms.txt context files so agents land on your citation-worthy pages first.
Entity Schema Forge
Assembles Organization, Person, and Service JSON-LD graphs with transitive verbs baked into every node.