Generative Engine Optimization for AI platforms & APIs.
Foundation model providers, AI infrastructure, and developer APIs.
Ironic but true: the AI engines themselves are constantly cited inside answers about AI. Brands in adjacent categories (RAG tooling, vector DBs, observability) get cited or skipped based on how well they're positioned in the AI ecosystem narrative.
+20 percentage point citation lift in 60 days.
Or you get a full refund. Single fixed-fee, single SKU, single outcome — built specifically for ai platforms & apis brands ready to win the AI-search era.
Apply for a Sprint →The 5 most common GEO gaps in AI platforms & APIs
- Documentation is pristine but lacks comparison anchors.
- Pricing is JS-rendered and invisible to LLM crawlers.
- Open-source signals aren't surfaced.
- Customer logos aren't backed by structured case-study text.
Each of these is fixable in a 60-day Sprint. CiterLabs's methodology breaks remediation across five mechanisms — entity strength, answer-ready content, third-party signals, schema clarity, and freshness — and ships measurable improvements weekly.
What buyers in AI platforms & APIs are asking AI engines
These are the prompts a real ai platforms & apis buyer types into ChatGPT, Claude, or Perplexity when researching the category:
- Best LLM API for [use case]
- Claude vs GPT-4 vs Gemini
- Cheapest LLM API for high-volume
- Open-source alternatives to [closed model]
Each of those queries returns an AI-generated answer that cites a small number of brands. If yours isn't one of them, you're losing the consideration set before the buyer ever clicks anything.
What CiterLabs actually does for AI platforms & APIs clients
Days 1–7: a baseline citation-share measurement across 50 priority prompts in AI platforms & APIs, across ChatGPT, Claude, Perplexity, and Google AI Overviews. Output: ranked list of prompts where you're invisible and ranked list of where you're already strong.
Days 8–45: execution. Top 30 cornerstone pages restructured for passage extraction. Schema buildout. Entity registration in Wikipedia, Wikidata, and Crunchbase where eligible. Third-party signal seeding through Reddit, listicles, podcast outreach.
Days 46–60: re-measurement. Executive report. If we missed +20 percentage points across the agreed prompt set: full refund, no fight, no fine print.
- Anthropic — Maker of Claude and the Claude API.
- OpenAI — Maker of ChatGPT and the OpenAI API.
- Perplexity AI — AI answer engine with cited sources.
Run a free GEO Score for your ai platforms & apis brand.
Paste your domain, get a citation-share preview across ChatGPT, Claude, and Perplexity in about 30 seconds. Free, no commitment, real numbers.