Gist Answers is an AI-powered audience engagement and content discovery tool that embeds directly on your site. It allows readers to ask questions and receive clear, well-sourced answers grounded in your content. When your coverage does not address a question, Gist Answers supplements responses with information from the largest licensed content library in generative AI. Every answer includes clear citations and ProRata’s proportional attribution, so readers can see exactly which publishers contributed. Publishers maintain full control of their content. It is never used to train AI models and can be removed from the network at any time.

Early integrations show that readers who interact with Gist Answers have:

• 3x longer sessions
• 2.5 - 3x more page views
• a significantly higher likelihood of returning

Instead of leaving your site to search elsewhere, readers can ask questions directly and receive well-sourced answers grounded in your content. Customizable entry points which include Suggested Questions guide readers deeper into your coverage, turning a single visit into a longer session.

Gist Answers is free to implement and generates revenue through three distinct paths:

• Sponsored Questions: High-intent questions generated by Gist Ads are shared on a 50/50 basis with you.
• Generative Ads: Gist Ads appearing within answers generate revenue that is shared 50/50 between ProRata and the publishers whose content contributed to the response, distributed proportionally based on contribution.
• Partner Inventory: You retain 100% of the revenue from any additional advertising inventory on the answer page.

Additionally, there are no development costs or AI token costs required to run Gist Answers.

A standard citation tells your audience where information came from. ProRata's proportional attribution goes further by accurately and repeatably measuring how much each source actually shaped the answer. Every Gist Answers response reflects the relative contribution of each piece of content that informed it. This ensures that you receive fair credit and compensation whenever and wherever your content  is used to generate a response in Gist Answers. Publishers whose content contributes more to an answer receive a proportionally larger share of the ad revenue that the answer generates. By linking usage to value, proportional attribution makes fair and scalable revenue sharing possible.

No. Gist Answers uses your content only for answer generation in response to user questions. We do not train an LLM using your content. This means that, if you ever wish to end our partnership, your content can be fully removed from our systems. Your intellectual property remains yours.

Our priority is to create an answer for the user that is relevant and satisfies their curiosity. When doing this, we look at multiple signals of relevance, including timeliness, geography, and more. We look first to your content in creating the answer, and then, if needed, will supplement with additional content from the licensed Gist library. But, if neither you nor our library have the content for a great answer, we tell the user so. We won't hallucinate a response just for the sake of responding.

Integration requires minimal engineering lift. ProRata provides an embeddable widget that drops into your existing property with no custom development required. The Gist Console lets your team customize the look, feel, and behavior without touching code. Most partners are live within days.

The Gist Console provides detailed visibility into both sides of the network. You can see how many questions your widget has answered, how your content is performing across partner integrations, and insights into the actual queries being asked - revealing what topics matter most to your readers and where gaps in your coverage exist. All data is exportable. You can also use the Console to tune your integration, adjusting how the widget appears on your site.

Gist Answers is available to publishers who meet our editorial quality standards and comply with applicable laws. Our content policies prioritize accuracy, original reporting, and responsible publishing practices.

Get started in just three steps:

1. Sign a partnership agreement. Request one through our contact form, or if you're a member of the News/Media Alliance, FIPP, or the DPCMO, opt in through our umbrella agreements with these organizations.
2. Configure and integrate your widget. Gist provides an embeddable widget and full documentation to get your integration set up and customized to your brand.
3. Go live. Most partners are live within days and can begin seeing audience engagement from day one.

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Gist Ads is an AI-powered ad network that delivers relevant, native ads alongside AI-generated answers and conversations in real time, helping brands reach users at key decision moments.

Instead of matching keywords, Gist Ads analyzes the meaning and context of AI-generated responses. This allows ads to feel more relevant and integrated into the experience rather than disruptive.

They allow brands to reach users during high-intent moments—when people are actively researching, comparing options, or making decisions—within AI-driven environments.

Gist GEO is a one-of-a-kind tool that analyzes the way AI interprets your brand, product, or content and offers ways of making sure AI uses it in the best possible way.

GEO means structuring your content, distribution, and website so AI models can easily find you, understand you, and accurately cite you in their answers, similar to how SEO helps Google find and rank web pages.​

Gist Ads has three distinct features:

• Ads are integrated into user intent, meaning that ads appear in the flow of discovery to purchase.
• We use targeting logic, an adaptive method of reaching the right customers that relies on their preferences and online behavior over basic demographics.
• Gist Ads dynamically creates ad copy influenced by the user dialogue flow, bringing brands directly into the conversation natively.

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SEO ranks you and decides where you show up in search results. AEO determines how you show up in AI answers. GEO helps you show up in AI answers correctly and favorably.

Zero-click refers to the way current search engines are structured. AI answers typically appear above ranked search results, meaning that users no longer have to click through to another site to get the answer they need (this is also known as the zero-click crisis).

There are nine baseline metrics Gist GEO uses to measure your brand’s AI visibility:

• Share of Citations: How often you’re actually quoted
• Citation Rate: How often you’re part of the research
• Earned Media Score: When third-party sources mention you
• Share of Recommendations: How often you’re actively suggested
• Share of Voice: How often you’re mentioned compared to competitors
• Placement: How early in conversations your brand appears
• Sentiment: How positively or negatively your brand is mentioned
• Average Ranking in Lists: Where your brand is ranked on average
• Share of Found Links: How often your links are used to form an answer but don’t make it into the answer itself

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Having a comprehensive tool to measure and understand AI visibility gives your brand the ability to be understood more by AI systems. Your brand shows up in AI answers more correctly, more favorably, and at the right time.

Gist GEO updates Brand Health scores on a weekly cadence. Every metric shows direction, delta from last period, and trend line.

They provide new monetization opportunities while maintaining a good user experience, since ads are integrated naturally into AI responses without harming usability or trust.

Native: Ads match the look and feel of the AI interface


Contextual: Ads are matched in real time to the topic and content of the AI-generated answer

Large language models (LLMs) analyze AI-generated output in real time to determine which ads are relevant, with controls available to adjust how closely ads must match the context.

They appear across licensed AI search engines and conversational platforms within Gist’s partner network.

Gist Answers is a customizable AI search engine for websites, tuned to a site’s own content and enhanced with a licensed library of trusted publications.

It helps keep users on your website by offering interactive AI experiences, which can improve content discovery, increase time spent on the site, and boost engagement.

A conversational AI system that plans, compares, and recommends travel options, replacing multi-site research with a single interface. Implementations include ChatGPT with Expedia and Booking.com, Google AI Mode with Canvas, Perplexity with SelfBook, Kayak AI Mode, and Trip.com TripGenie.

Gist GEO turns insights from your data into Opportunities each week. Each Opportunity includes the insight, a step-by-step list of recommended actions, and tools to assign priority and owners. You can return weekly to see how your reports change as you implement, and you'll receive fresh Opportunities every week.

Enterprise plans cover all current and emerging engines.The starter plan covers ChatGPT. The Growth plan adds Claude, Perplexity, and Google AI overviews.

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GEO measures visibility inside AI-generated answers, not traditional search rankings. Your SEO work feeds into GEO performance, but they measure different things. You can rank #1 on Google and still be invisible in ChatGPT.

Question-based agent-powered ad formats placed in premium publisher content. Unlike keyword-based or banner ads, Gist Ads are built around the questions people are asking AI about your category. Pricing is based on campaign scope; book a demo to learn more.

Gist GEO shows you which questions people are asking and where your brand is missing. Gist Ads lets you place ads against those gaps. The performance data from your ads feeds back into your GEO visibility picture, creating a cycle that gets smarter over time.

Gist GEO offers both monthly and annual billing, with a discount on the annual option. There is no charge during your trial period. Once the trial ends, you will be required to subscribe to continue using the product. You can choose monthly or annual billing at that point. Your selected cadence will be charged immediately and renew accordingly.

A dedicated support team is available by email seven days a week. An in-product support agent and a dedicated wiki are accessible directly in the product.

Brand Health scores update on a weekly cadence. Every metric shows direction (improving or declining), the delta from the prior period, and a trend line over time.

Reports use interactive charts and data visualization, and can be broken down by query, timeframe, or specific LLMs. Reports and underlying data export as .pdf, .jpg, .png, or .md files.

Clinical institutions lead. In a Gist GEO study of 8 publishers and more than 20,000 AI answers across four engines, Mayo Clinic was cited on 31.6% of health answers, Cleveland Clinic on 18.7%, and Harvard Health on 10.7%, ahead of every large commercial health publisher, which landed in the single digits for Share of citations.

Not always. AI engines frequently read a publisher's page to build an answer without linking it, a pattern tracked as Share of found links. In this study that “credit gap” was substantial and concentrated on a single engine, meaning value was extracted from publisher content with no citation and no referral traffic.

No. A mention names your brand in the answer text (tracked as Share of voice); a citation links your page as a source (tracked as Share of citations). Only the citation drives referral traffic and authority, so for publishers the citation is the metric that matters.

It varies sharply by engine, which is why blended scores mislead. In this study, Google AI Overviews and Perplexity cited publishers far more often than one chat engine did. One publisher, for example, earned 13.4% of AI Overviews answers but 1.4% on the stingiest engine. Track each engine separately.

Measure per engine and per topic, repeatedly, over time. Gist GEO samples real questions across ChatGPT, Perplexity, Google AI Overviews, and Claude, then reports nine metrics, including Share of citations and Share of found links, and prioritizes the fixes. A single spot-check is noise; a repeated mean is signal.

This study ran on ChatGPT, Perplexity, and Google AI Overviews. Gist GEO also tracks Claude, and a Gist GEO audit measures your brand across all four engines — the study's three-engine scope was a research design choice, not a tool limit.