6 min read
Salesforce says usage of its Agentforce Coworker assistant grew 21 times in three months. That number comes from big companies, not from one-person businesses, but it tells you where the whole AI market is heading: away from chatbots you visit and toward assistants that sit inside the tools you already use. The first week of November brought three launches that show this shift from different angles, and each one has something practical in it for a solo owner.
Here is what launched, what it costs where pricing is public, and the one thing worth doing about each.
1. Gemini Omni 1.2 Flash: 15-second videos you can edit by chatting
Google released Gemini Omni 1.2 Flash on November 5. It is a video model that takes text, images, audio or existing video as input and returns a short video with sound. According to Google’s announcement, the headline upgrades are native clips of up to 15 seconds (up from 10 in the previous version), multi-turn conversational editing, and better “reference following”, which means it sticks more closely to the product photo or style image you give it.
The conversational editing is the part that matters for a small business. Until now, most AI video tools worked like a slot machine: write a prompt, get a clip, and if one detail was wrong, start over. With Omni you can say “keep everything, but make the mug blue and slow the camera down”, and it changes only that. For someone without editing skills, that is the difference between a usable tool and a toy.
Google says the videos carry SynthID, its invisible watermark that marks content as AI generated. Changing what real people say in a video is restricted for now, which is a sensible limit.
Who should try it
- Product sellers who need short clips for Reels, TikTok or a product page and currently post only still photos.
- Service businesses that want a simple looping hero video for a website (a coffee pour, a garden at dusk, a tidy desk) without paying for stock footage.
- Coaches and course creators who need short B-roll (background footage) to cut between talking segments.
What to do this week: take one real product photo and ask for a 10 to 15 second clip of it in a believable setting. Then try three follow-up edits in the same conversation. If the product still looks like your product after three edits, the tool is good enough for your social posts. If it drifts (wrong label, wrong shape), keep using real footage for anything a customer might rely on when buying.
2. Salesforce adds a $50 Coworker seat with reusable Skills
Salesforce announced a new option for Agentforce Coworker, its AI assistant that searches and acts across company data. The Salesforce press release introduces a $50 per user, per month license, plus two features: Skills, which save a proven workflow so it can be rerun with a short request, and Conversation History, which lets you pick up a thread on another device. Microsoft Teams support and apps for iOS, Mac and Windows are scheduled to arrive during November.
Let’s be honest: almost no solo business will buy a Salesforce seat. So why include it? Because Skills are the idea worth stealing. The real productivity gain in AI is not one clever answer. It is turning a task you do every week into a saved recipe you can trigger in one line.
You can build your own version for free in the tools you already pay for:
- In ChatGPT, a custom GPT or a project with fixed instructions works as a saved Skill.
- In Claude, a project with your instructions and reference files does the same job.
- In Gemini, a Gem holds a reusable set of instructions.
What to do this week: pick the one written task you repeat most (a quote follow-up, a weekly client update, a product description). Write down exactly how you do it, step by step, paste that into one of the options above, and test it on last week’s real example. That is your first Skill, and it costs you nothing extra.
3. Prospecting data arrives inside ChatGPT and Claude
The third launch is smaller but very relevant to anyone who sells to other businesses. According to a small-business AI news roundup, the web data company Firecrawl released a tool that works inside ChatGPT or Claude and searches more than 250 million people and 26 million companies, returning work emails and company details. It reportedly starts with 1,000 free credits a month. Firecrawl also added access to SEC filings (the public reports US-listed companies must file) from more than 8,000 companies.
For a freelancer or consultant who sells to businesses, this puts a prospecting database right where you already write your outreach. You could ask for “marketing managers at dental groups in Arizona with 10 to 50 staff”, get names, and draft a first note in the same chat. It works through connectors, the plug-ins that let a chatbot use outside apps (our beginner’s guide to MCP explains how they work).
The part nobody puts in the launch post
Having a work email does not give you permission to bulk email it. In the US, the CAN-SPAM Act requires an honest subject line, your physical address and a working unsubscribe link in commercial email. If any prospects are in the EU or UK, privacy rules are stricter still. And buying your way into 500 cold emails a week is a fast route to having your domain flagged as spam, which can hurt delivery of your normal client emails too.
What to do this week: if you try it, use it for research, not volume. Pull 10 well-matched companies, read their sites, and write 10 personal notes. Ten careful messages beat 500 generic ones for a one-person business, every time.
The pattern behind all three launches
Put these side by side and a clear trend appears. AI is moving into the place where the work happens: video editing inside a chat, workflows inside your team chat, prospect data inside the assistant where you write. For solo owners, that is mostly good news, because you no longer need five separate subscriptions and the skill to glue them together.
It also means the main decision is no longer “which AI tool?” but “which recurring task do I hand over first, and where do I keep a human check?” A sensible order for most solo businesses:
- Repeatable writing first (Skills style recipes), because mistakes are easy to spot before anything goes out.
- Visual content second (short video and images), with a quick check that products look accurate.
- Anything that contacts strangers last, and only in small, personal batches.
If you are planning holiday marketing, these updates fit neatly with the timing in our look at where a solo seller should spend the weeks before Thanksgiving. A few short product videos made this week can carry you through December.
Your move before next Monday
Pick one of the three. Make one product clip, build one saved Skill, or research ten ideal prospects. Each takes under an hour, and each will tell you more about whether the tool fits your business than any launch announcement can. Which one are you trying first? Tell us in the comments.
Related reading
- Gemini Can Now Build Your Files, Rework a Whole Slide Deck and Cite Its Spreadsheet Sources
- Shopify Connectors, Copilot’s New Billing Default and Canva’s Free AI Cap: 3 Changes to Act On Before December
- What Is MCP? A Beginner’s Guide to the Connector That Lets AI Use Your Other Apps
- AI Holiday Traffic Is Forecast to Jump 130%. Where a Solo Seller Should Spend the Weeks Before Thanksgiving
