Building AEO Scan Funnel System
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The gist
A practical build session centered on preparing Burnish and its AEO scan funnel for Shopify merchants ahead of launch. Luqman reviewed the landing page, product demo, and scan-results interface; reviewed UI issues and requested fixes and alignment changes; and prepared a clearer video-editor handoff, while design polish, scan testing and delivery, email, and ad creatives remained unfinished. He explored offering an instant preview followed by a fuller report, balancing low signup friction against lead qualification because scans have an operating cost, and judging marketing through conversion and acquisition economics rather than assuming success. Technical work included examining crawlers, sitemaps, llms.txt, and robots.txt, alongside inconclusive discussions of privacy, application security, and reliance on Shopify; no comprehensive security test was documented. He also considered Graph Engineering and RAG as possible approaches to managing AI systems, while arguing that adoption should wait for a clear operational need. He examined role-sharing between Codex and Claude, context and usage-limit management, and task decomposition; his changing comparisons of speed and quality remained early impressions, not controlled tests. Audience discussions covered learning by building, freelancing, marketing and sales, e-commerce platform choice, and market validation, with emphasis on fundamentals and honest product claims and reviews. The supported conclusion is that the system was approaching launch and ready for further review—not complete or proven successful—while AEO remained an emerging, uncertain market requiring real-world testing and learning during the first weeks.
147 moments from the stream
- 5:08:12
Gathering User Feedback and Testing Before Launch
The speaker asked beta testers for candid feedback on usability and pricing, and agreed with advice not to launch before an appropriate testing phase because testing reveals different problems from development and an early release carries risks.
- 5:10:45
Choosing Between a Desktop Workstation and a Laptop
The speaker expressed a personal preference for a powerful desktop workstation and a large monitor for settled work, while noting that hardware is not his specialty. He qualified the advice by saying a laptop may suit a student better because it is portable across university and other work locations.
- 5:14:29
How an AEO App Supports Shopify Merchants’ AI Visibility
The speaker explained that the app helps Shopify merchants understand their visibility across AI platforms, with a dashboard exposing areas such as activity, catalog information, and an autopilot concept. He tied the opportunity to some shopping discovery shifting from Google toward AI tools, comparing early participation in AEO to SEO in the late 1990s.
- 5:16:40
An Emerging Market Between Blue Ocean and Crowded Competition
The speaker describes the field as a “purple ocean”: competitors already exist, but the market is not yet heavily crowded, and rapid development means one discovery could take a product in a different direction.
- 5:17:39
Skills and the Full Journey of Building a Product
Asked about the required skills, the speaker cites AI-assisted coding, repeated building to gain confidence, market knowledge accumulated since 2016, and learning how to turn a product into a business. He argues that the journey continues beyond building and launch into the harder post-launch stage, while acknowledging that profit is not guaranteed.
- 5:19:33
Fixing an Invisible Element Blocking a UI Button
During the build, a brief UI diagnosis identifies an invisible element sitting between the email field and the button, followed by a request to fix it. The page does not establish whether the fix succeeded.
- 5:20:17
Why Practical Livestreams Can Be More Useful Than Short Tutorials
The speaker responds to the observation that the stream itself has become a practical tutorial. He argues that screen sharing and following the improvement of a real website may offer beginners more value than short comparison videos or compressed tutorials. He stresses that education remains important, while presenting its likely transformation as an opinion rather than a certainty.
- 5:22:53
A Changing Early Impression of Codex’s Speed
After a page task takes longer than expected, the speaker says he is beginning to reconsider his earlier belief that Codex is faster, while noting that he is still learning to use it. The assessment therefore remains an early, inconclusive impression.
- 5:23:56
Sustaining a Livestream Practice and Using the Archive to Measure Growth
The speaker explains that he began streaming with a long-term commitment to continue. Briefly revisiting early recordings helps him see his progress and provides personal value, which he suggests may also benefit other streamers.
- 5:29:59
Reviewing a Pull Request with a Minor CTA Issue
He explains that he opens pull requests after understanding the change, and considers this one generally good aside from a small issue with the call to action.
- 5:30:28
Customer Acquisition Through a Digital-Marketing Funnel
Before entering the market, he expects most customers to arrive through a defined digital-marketing funnel and plans to evaluate the results through metrics rather than assume it will work.
- 5:31:15
Changing an AI Work Mode After a Slow Run
After a task runs for more than an hour, he discusses abandoning the slow mode and returning to another setting to finish the work. The mode and system names are not fully clear in the captions.
- 5:34:50
Curved or Flat Monitors for Long Work Sessions?
Asked about long work sessions, he says he does not know of a major practical difference between curved and flat monitors, presenting it as an uncertain personal view.
- 5:35:22
Testing Whether Visitors Understand the Website in Minutes
He invites a viewer to visit the application website and see whether its purpose is understandable within two or three minutes, aiming for every visitor to grasp the offering quickly.
- 5:38:02
Balancing Execution Speed with Niche Selection
The speaker prioritizes execution speed even when it consumes more resources, and argues that focusing on a niche improves the odds of competing when working with limited individual capacity.
- 5:40:35
Preparing a Clear Product-Demo Handoff
The speaker requested a single package containing the demo files and complete directions so an editor could continue from the current state, clarifying that the demo expressed the intended direction rather than a final version.
- 5:41:33
Choosing Content Language for the Target Audience
The speaker discussed separating social-platform content from product marketing, contrasting an English channel aimed directly at the product’s market with Arabic content intended to address a perceived gap in Egypt and the wider Arab world.
- 5:48:45
An Initial Discussion of OWASP Top 10
Asked about OWASP Top 10, the speaker said it had not been explicitly included and believed the current security setup covered the need, while noting the standard would matter more if the platform were hosted within his website. This was a verbal assessment, not a documented security test.
- 5:50:47
Burnish Scan Funnel Status and Remaining Work
The speaker reviewed progress on the scan funnel: the product-demo package and landing page were prepared while the scan system remained in development. He identified polishing the system, producing ad creatives, and preparing an email sequence as the main remaining work before launch.
- 5:53:06
Designing Educational Content for Mixed Skill Levels
The speaker considered producing medium-length educational videos with practical value, while noting that a widely varied audience makes it difficult for one topic to serve every skill level. The format therefore remained under consideration.
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