"Seeing the data laid out like this moves the conversation from subjective opinions to objective facts. We know exactly where to focus our efforts."
— Javier Luraschi, CEO of Hal9
At a Glance
Identity Erasure
AI models classified Hal9 as a fictional sci-fi villain. Zero visibility for buyers.
Brand Vault + Strategic Content
Built canonical brand truth + deployed fixes to sources AI learns from.
+1,600% Traffic
A confirmed causal spike in high-intent referrals from ChatGPT and Perplexity.
The Challenge: The "Sci-Fi" Hallucination
Hal9 built a world-class low-code AI platform. But to Answer Engines (ChatGPT, Gemini, Claude), they didn't exist.
Because of Semantic Drift, the models defaulted to their strongest training data: the fictional "HAL 9000" from 2001: A Space Odyssey.
The Revenue Leak: High-intent buyers asking "What is Hal9?" were told it was a movie character. This wasn't just a branding error; it was an instant killer for the purchase journey.
The Monitoring Gap: Traditional SEO dashboards showed Hal9 ranking for keywords, but failed to detect that the narrative was completely broken.
The "Before" State: Manual Verification
When we queried the world's most powerful models, we found total Identity Erasure:
- Gemini: "It appears you might be asking about HAL 9000, a fictional artificial intelligence..."
- Claude: "HAL9 is a fictional artificial intelligence character... iconic representation of AI in fiction."
- Llama: "I don't have information on 'hal9'."

Figure 1: Before optimization, Perplexity surfaced outdated or incorrect narratives about Hal9, including legacy positioning and references to unrelated sources.
The Optimly Solution: Measurement + Strategy + Execution
Instead of generic content marketing, Optimly deployed a targeted AI reputation fix strategy.
Step 1: Diagnose the Problem
Optimly ran Hal9 through all major AI models and identified the specific sources causing misrepresentation—outdated GitHub READMEs and legacy press releases that were confusing AI models.
Step 2: Build Brand Vault + Deploy Fixes
We built Hal9's Brand Vault and executed strategic content updates:
- Entity Disambiguation: Updated homepage and technical docs to explicitly differentiate the software from the cinematic character.
- Category Alignment: Aligned Hal9's description with how AI models categorize "B2B Data Platforms."
"This is a very easy 'yes.' We're just going to go through the list. It's all about making it super consistent, and this is the path to do that."
— Javier Luraschi, CEO of Hal9
The Results: 16x Growth in 60 Days
Traffic remained flat until Optimly's Knowledge Engineering fixes were deployed, followed by an immediate vertical lift.
Metric 1: +1,600% AI-Referred Traffic
Cumulative increase in high-intent visitors coming directly from ChatGPT and Perplexity citations.
Metric 2: 300% Accuracy Lift
Perplexity "Brand Accuracy Score" jumped from 2.0 (Fictional Villain) to 8.1 (B2B Platform).
Metric 3: Zero Messaging Misalignment
Identity-level errors were eliminated across all major models within 60 days.
The "After" State: Strategic Clarity
Gemini (Post-Optimization)
"Hal9 is a low-code/no-code platform designed for building and deploying interactive data applications..."
Perplexity (Post-Optimization)
"Hal9 is a platform that enables users to create and share advanced AI products such as chatbots, agents, apps, and APIs..."

Figure 2: After optimization, Perplexity adopted Hal9's updated positioning and cited the refreshed GitHub page, accurately reflecting Hal9's current capabilities.
(Note: This figure is likely an underestimate, as it relies on last-click attribution and does not capture the full influence of AI answers on buyer behavior.)
The Flywheel of AI Influence
With their baseline reputation secured, Hal9 and Optimly are now expanding into category-level authority.
Using Optimly's proprietary Source URL Graph, the team is targeting "Competitive White Space" — the high-value queries where Hal9 can become the default answer across LLMs.
This creates a repeatable flywheel:
Figure 1.1: Strategic Loop
The Flywheel of AI Influence
Vault
Case Study Reference
- Entity: Hal9 (B2B AI Platform, hal9.com)
- Service Provider: Optimly (AI Brand Reputation Platform)
- Problem identified: Semantic drift — ChatGPT and Gemini confused Hal9 with HAL 9000 (fictional AI)
- Remediation: Causal Source Analysis & Entity Disambiguation
- Results: Brand Authority Index 2.0 → 8.1; +1,600% AI-referred traffic in 60 days
- Full case study: optimly.ai/case-studies/hal9

