Unveiling AI Bias: The Impact on Local Business Visibility

Unveiling AI Bias: The Impact on Local Business VisibilityUnveiling AI Bias: The Impact on Local Business Visibility

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Lefty Media

pro

• 1d

Just published this week's Lefty Notes: "Why AI keeps recommending ServiceMaster (and what your business is missing)."

The mechanics behind why AI search returns different answers across platforms, why local businesses are systematically disadvantaged in AI citation, and what specific signals matter.

If you work with small business clients on visibility (local SEO, content, branding), this is the layer above your work that's now getting asked about. Worth a read. https://open.substack.com/pub/leftymediaco/p/why-ai-keeps-recommending-servicemaster?r=8gozz3&utm_campaign=post-expanded-share&utm_medium=web

open.substack.com

Why AI keeps recommending ServiceMaster (and what your business is missing)

Ask ChatGPT for the best HVAC company in Kansas City.

BETTAHAR BILEL

• May 24

#Claude is becoming more than an AI assistant. It’s starting to feel like a real creative thinking partner.

In my workflow, I use Claude to build:

ad concepts

emotional hooks

storytelling angles

creative structure before production

Then I combine it with tools like GPT Image, Kling, and CapCut to turn ideas into cinematic ad creatives.

The biggest shift in AI creativity is not faster visuals. It’s faster thinking.

The creators who win will be the ones who know how to transform emotion into scalable content systems. 🔥

Claude

Sheikh Arslan

• May 24

🚀 What I Built

A smart AI pipeline that automatically translates video ads into different languages. It clones the original speaker's exact voice and syncs their mouth movements perfectly in the new language, so brands don't have to spend thousands of dollars re-shooting ads for global markets.

🛠️ The Tech Stack

ElevenLabs Flows (For the main automation canvas)

Google Gemini 2.5 Flash (To analyze the context and text)

ElevenLabs Multilingual v2 (For voice cloning)

Lip-Sync Engine (To match the mouth movements)

⚠️ Current Limitations & Challenges

Right now, the flow does not have an automatic video/audio listener feature. Because of this missing node, I had to manually copy and paste the English script into the translation node to trigger the workflow.

🔮 What’s Next?

I am already working on adding an auto-transcription (Speech-to-Text) node at the beginning. Once that's done, the pipeline will become 100% automated—you will just drop the video link, and get the translated result instantly. Project Link: https://elevenlabs.io/app/flows/gK3BJJB4RloMQNtqRs7o