Navigating the New Frontier: Measuring AI's Impact on Brand Discovery

Article Summary

Businesses today face a significant challenge in understanding and measuring AI's impact on brand discovery, primarily due to a lack of clear metrics. Michael McCash, GM of growth at Lendi Group, a prominent home loan and property sales company, highlights the critical need to measure what one aims to improve. Lendi has actively refined its substantial annual paid media budget by developing an in-house model for multi-touch attribution and partnering with Mutinex for marketing mix modeling (MMM), including their innovative AI Visibility solution. Through MMM, Lendi previously discovered that traditional free-to-air television was underweighted and surprisingly efficient compared to heavily invested streaming channels, prompting a strategic reallocation of funds and boosting return on investment.

Marketers currently grapple with reduced visibility into how AI platforms like ChatGPT and Gemini influence initial brand discovery, a situation reminiscent of early internet search. This lack of transparency often forces brands to rely on informal sources to understand how large language models (LLMs) surface products. To counter this, tools such as Mutinex's AI Visibility generate insights by conducting thousands of targeted prompts through LLMs and meticulously analyzing the outputs. Lendi further enhances its understanding by collaborating with Tracksuit to measure brand metrics and assess its standing against competitors, alongside utilizing Askable for comprehensive customer surveys, thereby maintaining a finger on the pulse of its performance in the evolving AI search landscape.

Beyond just measuring discovery, Lendi is also cautiously exploring direct advertising within AI chatbots. Currently, these direct ad campaigns show middling performance, characterized by high customer acquisition rates and CPMs, indicating they have only dipped their toes in the water. Nevertheless, Lendi observes that customers who conduct preliminary research via AI platforms are often more informed and further along the purchasing funnel upon reaching Lendi's platforms. This suggests that AI chatbots are rapidly becoming the first port of call for millions of people. Consequently, gaining deep insights into how these platforms shape early-stage customer research represents the next frontier for marketers, even as direct advertising ROI continues to evolve.

Key Vocabulary

Comprehension Questions

1. According to the article, what was Lendi's significant discovery regarding their traditional marketing channels after implementing Marketing Mix Modeling (MMM)?

• Streaming TV was more effective than free-to-air TV.
• Social media campaigns had the highest return on investment.
• Free-to-air TV was underweighted and proved to be a very efficient channel.
• Print advertising offered negligible returns, leading to its elimination.

2. Which of the following vendors does Lendi primarily use specifically for measuring brand metrics and tracking AI's treatment of its brand compared to competitors?

• Mutinex
• Askable
• Tracksuit
• Google Gemini

3. Based on the article, why do marketers currently find it challenging to measure the impact of AI on initial brand discovery?

• AI platforms are too expensive to integrate with existing analytics tools.
• AI platforms typically do not provide reliable analytics dashboards for tracking specific search behaviors.
• Consumers are generally hesitant to use AI for brand research and product discovery.
• Most marketers lack the specialized technical skills required to interpret AI-generated data effectively.

4. Lendi's current AI investment strategy focuses more on measurement and understanding customer discovery rather than direct chatbot advertising. What does this imply about their immediate priorities?

• They believe direct AI advertising is unlikely to be profitable in the long term.
• They are prioritizing gaining actionable insights into evolving customer behavior before scaling advertising spend.
• They are actively waiting for AI platforms to offer significantly cheaper advertising rates.
• They have exhausted all other traditional marketing avenues and are exploring new options out of necessity.

5. Considering Lendi's experience with both traditional media and nascent AI advertising, what strategic principle should businesses prioritize when evaluating new marketing channels?

• Always invest heavily in the newest technology to gain an immediate competitive advantage.
• Rely solely on intuition and prevailing industry trends rather than complex data analysis.
• Establish robust measurement frameworks to understand true return on investment before scaling significant financial commitments.
• Diversify investments across as many channels as possible, regardless of individual channel performance data.

Discussion Prompts

1. How do you currently measure the effectiveness of new or non-traditional marketing channels in your organization, and what challenges do you face with data visibility?

2. Can you think of instances in your professional experience where a channel or strategy was initially underweighted, similar to Lendi's discovery with free-to-air TV, and later proved effective? What prompted the re-evaluation?

3. The article suggests AI chatbots are becoming the "first port of call" for customer research. How might this shift impact your industry, and what proactive steps could your company take to adapt?

Live Session Prep & Cheat Sheet

🎯 Speaking Targets (Vocabulary)

Try to use these target terms in your speaking turns:

• visibility
• first port of call
• next frontier
• attribution
• dipped their toes in the water

⚙️ Grammar Target Formula

Using Verbs of Reporting for Business Communication: Subject + Reporting Verb (past tense) + (that) + Reported Clause (tense adjustment)

💬 Discussion Openers

Use these phrases to open or structure your arguments:

• In my experience, I've observed that...
• That's an interesting point; I'd like to add that...
• Could you elaborate on that, please, especially regarding...?
• From my perspective, a key consideration here is...
• I'd like to build on what [Name] just said about...

Teacher Notes

This lesson explores the evolving landscape of marketing measurement, particularly concerning AI's impact on brand discovery. Encourage students to connect Lendi's challenges and solutions to their own professional contexts. Emphasize the vocabulary presented in the article summary and during discussions. The grammar focus on reporting verbs will help students accurately convey information and attribute ideas in professional discussions and presentations.

Speaking Class Facilitation Guide (Tutors/Moderators Only)

🎭 Role-Play Scenario

Situation: Your company, a mid-sized e-commerce retailer, is re-evaluating its annual marketing budget. A significant portion is currently allocated to traditional digital ads. Early experiments with AI chatbot advertising have shown middling performance, while customer acquisition rates through these channels remain high. Your team needs to decide how much to invest in AI measurement tools versus direct AI advertising, given the current lack of clear ROI.

Goal: Reach a consensus on the percentage of the marketing budget to allocate to AI initiatives, specifically balancing investment in AI measurement tools versus direct AI advertising, and justify the decision to the CEO.

⚖️ Debate Prompt

{"side_a":["Gaining first-mover advantage and market share in emerging spaces.","Early adoption fosters innovation and learning within the organization.","Potential for significant future returns as technology matures and develops.","Customers are already actively using these platforms, so presence is key."],"side_b":["Avoiding costly mistakes and inefficient spending on unproven channels.","Ensuring data-driven decisions lead to sustainable and predictable growth.","Allocating resources only to genuinely effective channels once proven.","Understanding the customer journey and discovery process is more valuable than blind advertising."],"question":"Should companies prioritize investing in new AI marketing channels immediately, even if their ROI is currently unclear, or should they focus on robust measurement frameworks first?"}

💡 Discussion Facilitation Tips

Encourage participants to use reporting verbs when referring to points made by others in the role play or debate, e.g., 'As [Name] pointed out, funding measurement is crucial.' Remind students to articulate the trade-offs involved in their decisions, using phrases like 'On one hand... on the other hand...' or 'While X is true, Y must also be considered.' Gently correct any overgeneralizations, prompting students to provide specific reasons or evidence from the article or their own professional experience to support their claims.

Session Blueprint

How do you currently measure the effectiveness of new or non-traditional marketing channels in your organization, and what challenges do you face with data visibility?