Generative Engine Optimization
Astriss GEO
Make your brand the answer. Astriss GEO monitors, scores, and optimizes your presence across AI answer engines like ChatGPT, Perplexity, and Claude — the new front door to your buyers.
What GEO does
Citation tracking
Continuously crawl generative engines to see exactly when, where, and how your brand is cited in AI-generated answers.
Content scoring
Score every page against the structural and semantic signals large language models weight most heavily when selecting sources.
Structured data automation
Auto-generate and validate JSON-LD, llms.txt, and semantic markup so machines can parse your content as reliably as humans.
Competitive answer share
Benchmark your citation share against competitors across thousands of prompts and buyer-intent queries.
Technical architecture
How it works
GEO runs a continuous loop: crawl generative engines, diff against your content graph, generate remediation, and re-publish through your CMS pipeline.
Prompt Corpus
Thousands of buyer-intent prompts sampled hourly
Engine Crawlers
ChatGPT, Perplexity, Claude, Gemini response capture
Citation Graph
Maps sources cited back to your content inventory
Content Scorer
LLM-native readability & entity-density scoring
Remediation Engine
Generates structured data & content diffs
Astriss Core
Feeds signals into the shared context layer
Where teams use it
- Win AI-generated product comparisons
- Protect brand narrative inside chat answers
- Prioritize content investment by citation ROI
Integrates with
See GEO on your data
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