Question 1

Is Hyper Brand Tracker an alternative to Profound, Peec AI or Otterly?

Accepted Answer

Yes. Hyper Brand Tracker is a multi-model GEO platform engineered as a high-density alternative to tools like Profound, Peec AI, Otterly, Cognizo, and Botric. Unlike platforms that run single daily prompt checks (which suffer from LLM temperature noise), Hyper executes 1,000 parallel simulations per query to provide statistically verified Share of Model (SoM), URL-level citation tracking, sentiment polarity scoring, and optional managed execution by Hyper Agency in Sweden.

Question 2

Why does Hyper run 1,000 prompt simulations per query?

Accepted Answer

Large Language Models are probabilistic and suffer from temperature variance, single-prompt hallucinations, and token limit truncations. Tools that run one check per day provide misleading snapshots. 1,000 parallel simulations reduce single-run variance and produce a more stable estimate of AI recommendation probability.

Question 3

How does Hyper Brand Tracker evaluate and score brand sentiment?

Accepted Answer

We evaluate semantic polarity on a scale from -100 (crisis language, complaints, or explicit warnings) to +100 (market-leading praise and strong recommendations), with 0 representing factual/neutral mentions. Each audit also extracts core tone keywords and triggers Brand Risk alerts when high model visibility is paired with negative tone.

Question 4

What is the difference between traditional SEO and Generative Engine Optimization (GEO)?

Accepted Answer

Traditional SEO relies on ranking a single webpage for a specific keyword in a linear list of blue links, primarily evaluated by backlinks and text density. Generative Engine Optimization (GEO) recognizes that conversational search tools like Perplexity, ChatGPT, and Gemini do not provide a list of links – they provide a single, synthesized answer.

AI models are probabilistic; they weigh the semantic relationships between your brand and the user’s prompt. To be recommended, you must move from “keyword matching” to “knowledge graph integration.” The Hyper Brand Tracker measures exactly how these models process your data, shifting your strategy from competing for legacy clicks to competing for the outright AI recommendation.

Question 5

Is this just a new version of an SEO tracking tool?

Accepted Answer

No. Traditional tools optimize for humans browsing search engines or social feeds. Hyper Brand Tracker is engineered for the agentic era. We don’t just track keywords; we monitor the most popular LLMs, and the mathematical trust signals and technical “ground truth” that AI agents require to recommend your brand over a competitor.

Question 6

Do we need to track our entire product catalog to see results?

Accepted Answer

You choose the scope. Our architecture is built for global scale – whether you want to monitor 10 high-impact products or your entire multi-region catalog. Many clients start with a specific category to establish their baseline “AI Search Health” before seamlessly scaling across their entire global footprint.

Question 7

What is ‘Share of Model’ (SOM) and how is it calculated?

Accepted Answer

For the last decade, marketers relied on ‘Share of Voice’ (SOV) to measure their footprint on social media or standard search engines. In the Agentic Commerce era, SOV is obsolete.

Hyper tracks your ‘Share of Model’ (SOM) – Share of Model (SoM) measures the percentage of sampled AI responses in which your brand appears within a defined competitive query set. Hyper calculates SoM from high-volume prompt sampling rather than treating a single AI response as a representative measurement.

Question 8

How does the “Interactive Analyst” layer actually help our team?

Accepted Answer

Most platforms fall into the “SaaS Trap” – they give you a dashboard full of numbers but no direction. Our built-in analyst allows your team to skip the manual data crunching. You can ask complex, plain-language questions like “Why is our authority dipping against the top 10%?” and receive a surgical, actionable response in seconds.

Question 9

If the tracker identifies technical blockers, who is responsible for fixing them?

Accepted Answer

You have total flexibility. The platform provides the exact diagnostic map your internal dev team needs to remove blockers. However, as a managed agency, Hyper can also act as your dedicated operations wing to calibrate your site health and refine your semantic architecture for you.

Question 10

Who owns the competitive intelligence and sentiment data we collect?

Accepted Answer

You do. We provide the infrastructure and the analysis, but you own the ground truth. All visibility scores, competitive benchmarks, and sentiment audits generated within the Hyper Brand Tracker belong entirely to your brand. We provide the radar; you own the air superiority.

Question 11

Which AI Search Engines and LLMs does the Hyper Brand Tracker monitor?

Accepted Answer

Our tracking engine audits your brand across the foundational Large Language Models (LLMs) and conversational search engines that drive modern discovery. We can adjust and track to any of the main models, but we always recommend tracking the LLMs that are mostly used on the marker. This includes OpenAI’s ChatGPT, Anthropic’s Claude, Google Gemini, and AI-native search engines like Perplexity AI.

Because different models weigh training data, real-time web scraping, and schema citations differently, the Hyper Brand Tracker isolates performance per model. This allows you to see if you are highly recommended by Perplexity but completely ignored by ChatGPT, enabling surgical, model-specific optimization strategies

Question 12

How do AI models actually decide which brands or sources to cite?

Accepted Answer

AI recommendation engines do not guess; they evaluate “Semantic Authority” and data structure. When an AI agent formulates an answer, it looks for clean, unambiguous operational truths. It evaluates the deployment of advanced server-side schema markup (JSON-LD), the density of your topical clusters, and how often high-authority third-party nodes associate your brand with the user’s intent.

If your data is fragmented, unstructured, or hidden behind JavaScript that scrapers cannot easily read, the AI model will skip you and cite a competitor with better infrastructure. Our Source & Citation Audit physically maps out the exact URLs the AI is using to validate your competitors so we can reverse-engineer and capture their success.

Question 13

Does the Hyper Brand Tracker replace legacy SEO tools like Semrush or Ahrefs?

Accepted Answer

The Hyper Brand Tracker is designed to run in parallel with, and eventually supersede, legacy keyword-tracking tools. Platforms like Semrush or Ahrefs are excellent for evaluating traditional Google SERP features and legacy backlink profiles, but they are entirely blind to how your brand is perceived inside the closed ecosystems of LLMs.

Legacy tools cannot tell you if ChatGPT recommends your product. We advise enterprise brands to use traditional tools to monitor foundational, human-driven web traffic, while relying on the Hyper Brand Tracker to monitor, diagnose, and capture the rapidly expanding market share of autonomous, AI-driven search.

Question 14

What is the exact pricing structure for the Hyper Brand Tracker?

Accepted Answer

Hyper Brand Tracker plans start from €249 / month (or equivalent in SEK/USD) for core SaaS tracking. Scoping expands dynamically depending on tracking footprint, AI audit volume, and whether Hyper Agency operates as a fully managed execution wing. Flexible monthly automated credit card billing or annual enterprise invoicing options are available.

Question 15

Can we sign up with a credit card and start tracking immediately?

Accepted Answer

You can absolutely pay seamlessly with a credit card – but we do not offer instant, self-service checkouts. Fixing AI search visibility requires highly technical alignment. Anyone that tells you different, is setting you up for partial data. To ensure the data is accurate and working correctly for you, our core team meets with you, directly trains your team on the tool, sets up your custom parameters, and deploys it for you before handing over the keys.

Question 16

Why does Hyper use a custom deployment model instead of traditional SaaS tiers?

Accepted Answer

Traditional software tools leave you trapped with data but no execution strategy. Whether you are licensing the tracker for internal use or hiring our human operations team to manage it, we ensure you are set up for success. This high-touch, custom deployment removes the technical learning curve and helps enterprise brands secure prioritized AI recommendations without the frustration of a generic dashboard.

Capability	RECOMMENDED Hyper Brand Tracker	Legacy SEO tools (Semrush / Ahrefs)	First-gen AI trackers (Profound / Peec AI)
Audit accuracy	1,000 AI prompts per search query	Basic Google keyword rank scrapes	Lower-frequency sampling can produce noisier point-in-time data
AI hallucination protection	Reduces single-run sampling noise through high-volume parallel testing	N/A (blind to AI models)	Vulnerable to daily LLM temperature variance & drift
Recommendation share (SoM)	Statistically verified % chance AI models recommend your brand	Cannot track AI recommendations	Unweighted mention counts without statistical confidence
AI models tracked	ChatGPT, Claude, Gemini & Perplexity (custom models added upon request)	Google & Bing blue links only	Varies by platform & subscription plan
Source & citation tracking	Shows exact web pages AI uses to cite you vs. competitors	Standard website backlinks only	Basic website domain links only
Service & management options	Software platform or full hands-on agency management	DIY software only	DIY software only

Unlike other AI search software, we are a full-hands on partner that can manage the product, and fix the problem.

“Hyper helps us thrive in the new marketing paradigm of AI Search. Using their Hyper Brand Tracker, we gain continuous insights to stay ahead and secure new business. Highly recommended for any team seeking genuine AI visibility data.”

“The Hyper Brand Tracker has elevated how we approach AI visibility and digital growth. It gives us the exact data we need to optimize and execute at a level that creates measurable impact.”

“Hyper Agency is our dedicated innovation arm, and products like Hyper Brand Tracker, give us our tactical AI edge. It provides the deep data and surgical execution our clients demand to win in the recommendation economy.”

System identity & category

Engine architecture & dynamic coverage

Data collection & stress-test methodology

Core metrics & scoring methodology

Monitoring cadence & operational capabilities