Navigating the world of AI optimization is crucial for businesses looking to ensure their brand is accurately represented and visible across large language models (LLMs). Here's a look at seven innovative companies offering solutions for the optimization of your Drupal website.
The dominance of Google’s first results page is fading as users increasingly turn to AI assistants like ChatGPT or Perplexity, which deliver direct, click-free answers. This shift forces brands to rethink traditional SEO and focus instead on gaining visibility within large language model (LLM) outputs.
A new ecosystem of startups - such as Profound (New York), Bluefish AI (Phoenix), Scrunch AI (London), AthenaHQ (San Francisco), Peec.ai (Berlin), Rankscale (Königstetten) and Otterly AI (Vienna) - is emerging to monitor and optimize how brands are represented in AI responses.
Since LLMs compress vast sources into probabilistic word outputs, traditional SEO signals like backlinks play a reduced role. What matters now is creating content that models cite or integrate into their knowledge graphs.
Instead of keywords, these startups use “prompt clusters”: generating thousands of synthetic user questions (e.g., about sneakers or cloud databases), testing them across AI systems, and measuring if and how a brand is mentioned.
Profound
New York-based Profound acts as a brand intelligence tool for the AI era. Instead of monitoring search engine rankings, it tracks how major LLMs like ChatGPT, Claude, and Gemini talk about your brand. Every day, Profound queries these models with hundreds of thousands of questions, analyzing the responses to see which brands and terms appear most often.
This process creates a "share of voice" index, revealing which brands dominate specific topics. If your company sells sustainable sneakers and Profound's dashboard shows that ChatGPT is suddenly promoting a competitor, you'll get an automatic alert. You can then quickly see the source of the information—whether it’s a blog post, a Reddit thread, or a data sheet—and take immediate action.
Bluefish AI
Bluefish AI goes beyond analysis by identifying the specific documents and sources that LLMs use. Its "source graph" shows how information from Wikipedia, forums, or PDFs influences a model's output.
If Bluefish finds that an LLM has incorrect or outdated information about your brand, it helps you fix it. The platform highlights the discrepancies and suggests precise updates. Companies like Patagonia and Sonos can then automatically integrate these suggestions into their websites. The next time the AI crawls the web, it finds the new, correct information, ensuring your brand story is accurate.
Scrunch AI
Scrunch AI works on the content itself. Its tool provides an "AI Readability Score" for every sentence, analyzing factors like length, semantic density, and structured data.
LLMs prefer content that's easy to process. Scrunch AI automatically converts overly complex passages into formats that these models favor, such as lists, tables, or FAQs. This makes it easier for bots to understand your content and more likely to cite your page. The platform also offers an idea generator to help you identify content gaps and create new paragraphs to improve visibility.
AthenaHQ
Founded by former Google Search and DeepMind leaders, AthenaHQ is a premium platform for Generative Engine Optimization (GEO). It goes beyond basic monitoring to provide comprehensive brand intelligence across major AI search engines like ChatGPT, Gemini, and Claude. AthenaHQ offers a unified GEO score that combines citation count, sentiment, and query types to give a complete picture of your brand's AI visibility. The platform provides detailed prompt analytics, competitor benchmarking, and source intelligence, revealing not only if your brand is being mentioned, but which specific documents are being used as sources by the AI. An AI-generated action center suggests tailored fixes, from content restructuring to adding FAQs, helping businesses close content gaps and optimize for AI's evolving preferences.
Peec.ai
Peec.ai, a Berlin-based company, is designed for businesses without big budgets or specialized teams. For a monthly fee, it scans thousands of customer questions weekly, evaluates the AI's responses, and translates the findings into simple language.
Using a traffic light system, Peec.ai shows at a glance whether your product pages are AI-friendly, if your data is outdated, or if structured information is missing. Its "Quick Fix Generator" automatically creates ready-to-use content like Schema.org markup or FAQ blocks that you can copy and paste directly into your site. This simple approach allows companies to quickly see which of their pages are getting AI attention and make the necessary updates.
Rankscale
Rankscale.ai is an advanced platform focused on helping businesses of all sizes optimize their AI search visibility and track performance across a wide range of AI-powered search engines. It offers an affordable entry point for small to mid-sized businesses looking to establish a baseline for their AI presence. The platform provides a brand dashboard with key performance indicators (KPIs) like Visibility Score and Average Position over time. Rankscale's citation analysis feature is particularly strong, allowing you to monitor how often specific sites—including your own—are cited by AI, giving you a direct look at the sources influencing AI answers. It also offers competitor benchmarking and AI readiness audits to help you identify and act on opportunities for improvement.
Otterly AI
Otterly AI, a bootstrapped company from Vienna, is designed for small marketing teams that are new to the world of AI optimization. Instead of providing its own suggestions, it acts as a bridge between businesses and traditional SEO agencies.
The platform offers a weekly report on a brand's visibility and tone across AI models like ChatGPT and Perplexity (with plans to expand to Gemini and Copilot). A built-in roadmap, similar to a Kanban board, tracks prompt-related improvements. For teams that need external expertise, Otterly allows them to invite SEO consultants as "reviewers." These consultants can then leave recommendations directly in the client account, making it easier for companies to get professional help as they navigate this new territory.
AI Analytics Services Comparison
| Service | Description | Key Features | Target Audience | Pricing (08/25) |
|---|---|---|---|---|
| Profound | Tracks AI visibility—how and where your brand appears in AI-generated search answers. Includes dashboards, conversation explorer, citations, sentiment, share of voice, and competitive benchmarking. | AI search visibility tracking; share of voice; sentiment analysis; conversation explorer; citation analysis; prompt/topic tracking across platforms. | Enterprise brands, agencies, governments, and marketers needing deep, actionable AI search insights. | Lite: US $499/month; Enterprise: custom pricing. |
| Bluefish AI | GEO platform to monitor brand perception and performance within AI chat/search environments. | Chatbot perception insights; automated brand representation; targeted AI advertising; cross-platform deployment. | Enterprises or brands focused on emerging AI search optimization strategies. | Pricing undisclosed. |
| Scrunch AI | Brand monitoring and optimization for how you appear in generative AI platforms (e.g., ChatGPT, Gemini). | Monitor AI responses; competitor share of voice; content gaps; knowledge hub for content accuracy; prompt insights. | Marketing and monitoring teams focused on AI-driven reputation and competitive presence. | Starter: $300/month; Growth: $500/month; Pro: $1,000/month; Enterprise: custom. |
| AthenaHQ | Enterprise-grade platform for Generative Engine Optimization (GEO) that provides comprehensive brand intelligence and AI-generated recommendations. | Unified GEO score (citation, sentiment, query types); competitor benchmarking; source intelligence; content gap identification; AI-generated action center. | Enterprises, large brands, and PR/marketing teams with significant budgets focused on capturing AI-driven mindshare. | Lite: $270/month (annual); Growth: $545/month; Enterprise: starting at $2,000+/month. |
| Peec AI | AI search analytics that tracks brand performance across AI search tools like ChatGPT, Perplexity, Claude, and Gemini. | Visibility tracking; competitor benchmarking; prompt monitoring; dashboards; daily tracking. | Marketing teams, agencies, SMEs, and enterprises wanting affordable AI search tracking. | Starter: €89/month (25 prompts, 3 countries); Pro: €199/month (100 prompts, 5 countries); Enterprise: €499+/month (300+ prompts, expanded coverage & support). Free trial available. |
| Rankscale | An advanced platform to track and optimize brand presence across a wide range of AI search engines and tools. | AI visibility tracking; citation analysis; competitor benchmarking; AI readiness audits; brand performance dashboards. | Small to mid-sized businesses, SEO consultants, and marketing teams seeking an affordable entry point to GEO. | Essential: $20/month; Pro: $99/month; Enterprise: $780/month. |
| Otterly AI | Monitors how brands appear in AI search (ChatGPT, Perplexity, Gemini, AI Overviews) for visibility and reputation. | AI search monitoring; brand mentions; sentiment tracking; weekly mention summaries; prompt-based model tiers. | Marketers and SEO professionals optimizing brand visibility via AI search platforms. | Lite: $29/month (15 prompts); Standard: $189/month (100 prompts); Premium: $489/month (400 prompts). Free trial offered. |
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