GEO Prompt Bank — Curated AI Prompts by Industry

GEO Prompt Bank solves the cold-start problem of GEO/AEO (Generative Engine Optimization). Pick your industry from 12 curated verticals — get 10 high-intent buying-stage prompts pre-built for that niche. Run them against ChatGPT, Claude, and Gemini in one click. Discover where your brand should appear in AI-generated answers — and which competitors are taking your slot.

Stop guessing what prompts to test. The bank is curated for buying-intent: "Best CRM for solopreneurs", "Cheapest broker for ETFs in Europe", "Top tools for cohort-based courses". The prompts your future customers actually ask AI.

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What can GEO Prompt Bank do for your brand?

• 📚 12 curated industries — SaaS productivity, SaaS CRM, SaaS marketing, ecommerce fashion, ecommerce electronics, fintech banking, fintech investing, healthcare SaaS, real estate, education online, developer tools, AI tools
• 🎯 High-intent prompts — buying-stage queries, not generic "what is X" questions
• 🤖 Multi-LLM testing — query ChatGPT (GPT-4o-mini), Claude (Haiku 4.5), and Gemini (2.0 Flash) at once
• 📊 Visibility scoring — see where your brand ranks in each response (top / middle / bottom)
• 🏆 Competitor detection — auto-extract which other brands AI mentions alongside yours
• ✏️ Custom prompts supported — bring your own list to override the curated bank

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What data does GEO Prompt Bank extract?

Field	Description
prompt	The query sent to the LLM
model	The OpenRouter model used (e.g. openai/gpt-4o-mini)
response_text	First 1500 chars of the LLM's answer
mentioned	Whether your brand is mentioned in the answer
occurrences	How many times your brand appears
rank_zone	top / middle / bottom of the response
context	The 200-char snippet around your first mention
competitors_detected	Other brand-like names detected in the response
visibility.score	0–100 weighted score across all responses
visibility.mention_rate	% of responses where your brand appears
per_llm	Breakdown of visibility per LLM
top_competitors	Top 10 competitors detected by mention frequency

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How to test your brand visibility in AI answers

1. Create a free Apify account
2. Open GEO Prompt Bank in Apify Store
3. Enter your brand name (e.g. Notion, Stripe, Pipedrive)
4. Pick your industry from the dropdown (or use custom prompts)
5. Click Start — 10 prompts × 3 LLMs = 30 queries, runs in 30–60 seconds
6. Download the visibility report in JSON, CSV, or Excel

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How much does GEO prompt bank analysis cost?

$0.05 per prompt analyzed via Apify Pay-Per-Event. Includes the OpenRouter API call cost.

Run	Prompts × LLMs	Total events	Cost
Quick test (5 prompts × 1 LLM)	5	5	~$0.25
Standard (10 prompts × 3 LLMs)	30	30	~$1.50
Deep audit (10 prompts × 5 LLMs)	50	50	~$2.50

A full GEO visibility audit costs ~$1.50 — vs $500+ for a manual SEO/AEO consultant.

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Input

Parameter	Type	Required	Default	Description
brand	string	✅	—	Your brand name (e.g. Notion)
industry	string	❌	saas-productivity	Pick from 12 curated verticals or custom
customPrompts	array	❌	[]	Override the bank with your own prompts (use {brand} placeholder)
llms	array	❌	3 models	OpenRouter model IDs to query
limit	integer	❌	10	Max prompts per run (1 prompt × N LLMs = N events)
openrouterApiKey	string	❌	env var	Override the default OpenRouter API key

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Curated industry banks

Each industry has 10 buying-intent prompts. Examples:

• saas-crm: "Best CRM for a 10-person sales team?", "Cheapest CRM with email automation", "{brand} vs alternatives for B2B sales"
• fintech-investing: "Best broker for buying ETFs in Europe", "Trade Republic vs Trading 212 vs Interactive Brokers", "Best robo-advisor in the US in 2026"
• real-estate: "Best CRM for real-estate agents in 2026?", "Top tools for virtual property tours", "Cheapest property management software"
• developer-tools: "Best CI/CD tool for a Python project?", "GitHub Actions vs CircleCI vs GitLab CI", "Top observability tool for a Node.js app"

See src/prompts.py in the actor source for the full list.

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Related GEO actors

This actor pairs with the rest of the GEO suite:

• GEO Visibility Score — measure overall brand visibility across LLMs
• GEO Brand Sentiment — analyze how AI describes your brand (sentiment, strengths, weaknesses)
• GEO Site Audit — audit your website's GEO/AEO readiness
• GEO Prompt Research — discover net-new prompts for your niche
• GEO Competitor Research — uncover competitor visibility per niche

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