Quick Answer: FAII sends natural, customer-like questions to all major AI platforms, captures their responses, and analyzes whether (and how) your brand is mentioned - including position, sentiment, and competitive context.
What You’ll Learn
- How FAII generates and sends questions to AI platforms
- Which platforms are monitored and why
- How brand mentions are detected and scored
- What makes FAII’s approach more accurate than manual checking
The Process
Question generation
FAII creates natural, persona-driven questions about your industry. These aren’t robotic prompts - they’re the kind of questions real customers ask when looking for recommendations.Example: Instead of asking “Tell me about Acme Digital,” FAII asks questions like:
“I need a reliable SEO agency in Sydney that specializes in technical audits and can demonstrate clear ROI. Who would you recommend?”This produces more realistic responses that reflect how customers actually discover brands through AI.
Platform querying
Questions are sent to all 5 monitored AI platforms simultaneously. Each query uses:
- A clean session (no memory from previous questions)
- Natural language (not formatted like API calls)
- Multiple personas (beginner, expert, budget-conscious, skeptical)
- 150 parallel workers for speed
Response capture
Every response is captured in full, preserving:
- The complete text of the AI’s answer
- The order in which brands are mentioned
- Any citations or source links provided
- The context surrounding each mention
Brand detection
FAII scans each response for your brand using multi-layer detection:
- Exact match - Your primary brand name
- Fuzzy match - Common misspellings and variations
- URL detection - Your domain mentioned as a source
- Variation match - Custom patterns you’ve defined
Analysis
Each mention is scored on:
- Position - Were you 1st, 2nd, 3rd recommendation?
- Sentiment - Was the mention positive, neutral, or negative?
- Context - Were you the featured solution or an afterthought?
- Strength - “Highly recommend” vs. “you could consider”
Platforms Monitored
| Platform | Why It Matters |
|---|---|
| ChatGPT (GPT-5) | Largest user base - 100M+ weekly active users asking for recommendations |
| Claude (Claude 3.5 Sonnet) | Trusted for professional and business recommendations |
| Perplexity (Sonar) | AI-first search engine with citations - growing rapidly |
| Grok (Grok-3) | Integrated with X/Twitter, uses real-time social signals |
| Gemini (Gemini 2.5) | Deep Google integration, influences AI Overviews |
Different platforms have different strengths. A brand might dominate on ChatGPT but be invisible on Perplexity. FAII shows you the complete picture so you know where to focus.
Why Intelligent Questions Matter
The quality of questions determines the quality of insights. Here’s why FAII’s approach matters:Generic questions produce useless data
| Generic Question | Typical Mention Rate |
|---|---|
| ”What is SEO?“ | 0-5% |
| “Tell me about digital marketing” | 2-8% |
| “Who does web design?“ | 5-10% |
FAII’s intelligent questions produce real insights
| Intelligent Question | Typical Mention Rate |
|---|---|
| ”I’m looking for an SEO agency in Sydney that specializes in technical audits and can demonstrate clear ROI - which agencies have the best reputation?“ | 15-25% |
| “My ecommerce store needs help with page speed and conversion optimization. Which agencies are known for measurable results?“ | 12-20% |
How FAII generates smart questions
- Research Pack - Analyzes your brand’s value proposition, market position, and unique differentiators
- Persona creation - Builds question templates from different buyer perspectives (beginner, expert, budget-conscious, enterprise)
- Natural variation - Adds temporal context (“this quarter”), emotional context (“I’m frustrated with…”), and specificity
- Brand-hint removal - Strips any obvious references to your brand so AI responds naturally
Key Metrics Explained
Mention Rate
The percentage of questions where your brand appears in the AI response. Example: If you track 100 keywords and your brand is mentioned for 23 of them, your mention rate is 23%.Position
Where your brand appears in the AI’s response:| Position | What It Means | Impact |
|---|---|---|
| 1st | Primary recommendation | High |
| 2nd | Strong alternative | Medium |
| 3rd | Mentioned option | Low |
| 4th+ | Listed but not highlighted | Minimal |
Sentiment
How positively the AI describes your brand:- Strong positive (+70 to +100): “highly recommend,” “excellent choice,” “industry leader”
- Positive (+30 to +69): “good option,” “worth considering,” “solid reputation”
- Neutral (-29 to +29): Mentioned without strong opinion
- Negative (-30 to -69): “has some limitations,” “you may want to research more”
- Strong negative (-70 to -100): “avoid,” “not recommended,” “significant issues”
Platform Coverage
How many of the 5 monitored platforms mention your brand. Full coverage (5/5) means you’re visible regardless of which AI tool a customer uses.What You’ll See on the Dashboard
After each monitoring session, the Chat Intelligence dashboard shows:- Platform performance cards - Mention rate per platform at a glance
- Keyword heatmap - Which keywords produce mentions on which platforms
- Sentiment distribution - Positive/neutral/negative breakdown
- Position visualization - Average position across all mentions
- Response analysis table - Full text of every response mentioning your brand
- Trend charts - How metrics change over time
FAQ
How many questions are sent per session?
How many questions are sent per session?
This depends on your keyword count and plan. Each keyword generates multiple question variations across different personas. For 25 keywords, expect approximately 100 total questions sent to each platform (500 total queries across all 5 platforms).
Can AI platforms detect FAII's monitoring?
Can AI platforms detect FAII's monitoring?
FAII uses natural language queries through standard API channels. Questions are designed to be indistinguishable from real user questions - because they’re modeled on actual customer behavior.
How often should I run Chat Intelligence?
How often should I run Chat Intelligence?
Weekly monitoring catches meaningful changes without noise. Daily runs are available for time-sensitive campaigns (product launches, PR events). Monthly is fine for established brands with stable visibility.
Why do results vary between sessions?
Why do results vary between sessions?
AI platforms don’t always give identical responses to the same question. Temperature settings, model updates, and training data refreshes all cause natural variation. This is why trend analysis (across multiple sessions) matters more than single-session results.
What if my brand is never mentioned?
What if my brand is never mentioned?
A zero mention rate means AI platforms don’t currently associate your brand with your target keywords. This is common for newer or smaller brands. The gap analysis feature shows you exactly which keywords to target with content to improve visibility.
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