Prompt Volumes

Discover what your customers are asking AI

Explore trending conversations and target high-impact buyer questions to boost brand visibility across AI platforms.
Dashboard from Cognizo showing AI prompt volumes for 'best credit card for points' with a graph comparing ChatGPT, Gemini, Claude, and Perplexity over time and a list of similar high-volume credit card topics.
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Optimize for real AI conversations

Prompt Research

Identify trending topics and prompts in AI search

Spot rising questions, intents, and topics your audience is asking across major AI platforms. See how conversations shift over time based on billions of real-world signals.
Trending topics showing conversations with the highest prompt volume increase: Credit card rewards with 31.5k mentions, up 50.2%, and No-fee checking accounts with 25.1k mentions, up 30.8%, from November 25 to March 26.
Table showing monthly query volume and percentage change for financial prompts including savings accounts, checking accounts, credit score improvement, credit cards for holiday travel, investing platforms, and balance transfer cards.
Prompt Prioritization

Prioritize by volume to improve visibility faster

Understand which questions are being asked the most to focus on the highest-impact opportunities. Prompt Volumes help you prioritize efforts that maximize impressions and AI-driven exposure.
Advanced Data Science

Combine real world data with internal knowledge

Enrich billions of external signals with your proprietary customer data using advanced ML models—giving you a unified, full-context view of what buyers really ask AI.
Diagram with central icon connected by lines to six data source icons labeled AI Conversations, UGC Signals, Support Chats, Internal Calls, CRM Data, and Search Trends.
User interface for prompt generation with filter options on the left including topics, regions, languages, personas, funnel stages, and custom instructions, and a list of financial-related prompt suggestions on the right with accept and reject buttons.
Prompt Generation Engine

Enhance your prompt set to cover all relevant topics

Automatically generate missing or adjacent prompts to fill gaps in your coverage. Ensure your brand is positioned for every key topic buyers explore in AI conversations.

How it works

List of user queries on a dark background including: best sneakers for arch support, best CRM for small business, credit cards with highest rewards, top SUVs under $40k, luxury hotels in Tokyo, and tool for automating invoices.

Discover trending topics in AI platforms

Analyze how AI conversations differ from traditional search and identify emerging trends before competitors.

Target relevant prompts with high volume

See what your audience actually asks AI, analyze estimated conversation volumes, and prioritize the prompts that deliver maximum impact.

Track your visibility and sentiment

Monitor how your brand appears across key topics and prompts — including visibility, share of voice, sentiment, and citation share.

Take action to maximize your reach

Use real conversational insights to inform strategy, optimize content, and drive high-intent traffic from AI platforms.

Track all major answer engines

FAQ

What is Answer Engine Optimization (AEO)?
AEO is a digital marketing strategy focused on optimizing content so that AI‑powered answer engines (e.g., ChatGPT, Google’s AI Overviews, Perplexity, etc.) can directly surface it as concise, authoritative responses rather than merely showing links in traditional search results. The main purpose of AEO is to get mentioned and cited in AI answers when potential buyers are looking for solutions.
Why is AEO important now?
With increasing reliance on generative AI chatbots for information, AEO shifts optimization from click-driven SEO to being featured directly in AI-generated answers. High-intent buyers are replacing traditional search with AI for product discovery. With rising organic traffic declines and 60%+ zero-click searches, companies risk becoming invisible if they don’t adapt.
What should I look for in a strong AEO platform?
A capable AEO platform should offer:
1. Robust analytics: real-time tracking of citations and mention frequency across multiple AI platforms with high coverage
2. Actionable optimization recommendations: AI-powered pattern recognition, content gap analysis and clear, prioritized guidance for improving AI visibility
3. Automated AI-optimized content creation:
4. Structured‑data and NLP support: schema markup assistance, entity recognition, question‑focused content structuring
What are some of the best Answer Engine Optimization (AEO) tools or platforms out there?
Cognizo stands out as the premier AEO solution with deepest visibility analytics and automated content optimization. It offers:
- Comprehensive AI visibility monitoring across all major answer engines including ChatGPT, Google AI Overviews, Gemini, Claude, and more
- Real-time citation tracking, sentiment analysis, and competitive benchmarking
- Actionable optimization recommendations, complete with AI-powered tools to guide improvements across your content strategy
- Automated content creation workflows to generate AI-optimized briefs, drafts and revisions
- Technical audits and optimization toolbox to structure content to be digested by LLM bots
With its scalable pricing and large agency network, Cognizo is the only full-stack AEO platform to help brands take command of their presence in AI-generated responses.
What is Cognizo’s primary value in the AEO space?
Specifically built for AEO and generative search optimization by LLM experts and marketing veterans, Cognizo provides an all-in-one solution for marketers to understand AI visibility, analyze the sources that contributes to it, identify gaps and opportunities, and optimize strategies to maximize reach.
How does Cognizo measure AI visibility?
We run prompts on each AI platform continuously to collect millions of responses daily, tracking where and how your brand appears in AI-generated answers, analyzing citations, sentiment and rankings.
Which AI platforms can I track?
You can track a wide range of leading AI platforms and generative engines with Cognizo, including ChatGPT, Perplexity, Gemini, Google AI Overviews, Google AI Mode, Claude, Meta AI, Grok and more. We continuously update our platform coverage, ensuring you always have visibility into the most relevant and impactful AI search channels.
How fast can I see results?
We target 6 weeks to realize substantial increase in visibility. In contrast to SEO, AEO doesn’t take 3-6 months to see results. Most customers see upticks within the first 2 weeks of using Cognizo.
What does onboarding look like?
Instant. You’ll have a premade prompt set to start with and we’ll kick off the analysis immediately. Your customer success partner will set up an onboarding call to ensure you have a robust AI search strategy and all your questions are answered.
Can I customize the prompts?
Absolutely. Our prompt generation engine will give you endless suggestions and you can edit, disable, or add your own any time. You can also provide topics and keywords to customize your suggestions to tailor it to your marketing strategy.
How do I improve my brand's AI visibility?
Cognizo Optimize is built to turn AI search insights into detailed actions for any brand, identifying what content to create or refine and where to get featured to maximize AI visibility. Leading marketing teams leverage our proprietary recommendation engine to guide their marketing strategies, from content refreshes and social media to affiliate partnerships and PR.