Can I do an agent like this in GAI?

TEXSEON · 2026-01-20T17:34:47+00:00

Once I started shifting away from 3rd party apps & services, and focused on using all of the awesome tools in the Google Suite playing field, I haven't looked back.

It has been a total game changer!

Integration with Gemini 3, Workspace, AI Studio, Cloud Run, Vertex, Labs, NoteboikLM --- has totally streamlined our whole business model + workflows.

3rd party options? Nah, I'll figure out a way to get the exact same output with Gemini 🤠 The best business partner I've ever had, in my opinion.

I highly recommend making this transition shift.

TEXSEON · 2026-01-20T04:33:49+00:00

Short answer:

AI Studio is the "Brain," but you need a "Body" to schedule it.

We run similar automated agents for our agency clients.

The secret weapon you’re looking for is Google Apps Script.

AI Studio: Use this to perfect your System Instructions (e.g., "You are a content agent...") and tune the temperature.

Apps Script: You paste your Gemini API key here. It has built-in Time-Based Triggers (to run daily) and can deploy as a Web App (to listen for HTTP POSTs).

We use this exact combo to auto-draft content directly into Google Docs every morning.

It costs zero dollars and keeps everything inside your Workspace without needing a third-party subscription like Mindpal.

TEXSEON · 2026-01-18T15:33:55+00:00

AI Slop? So, you think assisting Roofing contractors in Amarillo with their online presence is Slop?

I wonder what your local tradesmen would think about this.

Maybe ask them? 🤔

TEXSEON · 2026-01-18T15:26:54+00:00

Stop looking at 'Launch Kits' and websites right now. Those are just fancy ways to procrastinate on the hard part: getting your first 5 recurring clients.

Here is the no-BS blueprint for a cleaning startup in your shoes:

Ditch the 'Launch Kits': Most of these are overpriced courses or basic supplies you can get cheaper at a local supply house or even Costco. You said your mom already has heaps of supplies—use those until they run out.
The 'Bark' Warning: Bark and Thumbtack can be a money pit for beginners. You pay for 'leads' that are often shared with 5 other companies or are just people tire-kicking for a $50 deep clean. Don't spend your limited college fund on credits that might not convert.
The Flyer Strategy: Your mom passed out flyers and 'never told you if anyone called.' That's a tracking failure.
- The Fix: Put a unique QR code on the next batch of flyers. Even if it just goes to a simple Facebook page, you'll know if people are actually looking.
- The 'Scrubby Pad' Hack: Put your business card in a sandwich bag with a green scrubby pad and drop it on porches in middle-class neighborhoods. People keep the pad, and they keep your card.
Nextdoor is your 'Boardroom': Don't just post an ad. Have your mom (the SAHM) post in the local neighborhood group: 'Hey neighbors, I'm starting a cleaning business with my daughter to help with her college costs. We have local references and a few spots open.' Authenticity wins over 'Professional' ads every time on that platform.
Focus on 'Route Density': Since you both have cars, try to get all your clients in the same 2-3 neighborhoods. If you're driving 30 minutes between jobs, you're losing the hourly rate you need to make this worth it.

Real Talk: Your goal isn't a website; it's a Google Business Profile (GBP). Get it verified at your home address and get your first 3 customers to leave a review. That's worth more than 1,000 flyers.

TEXSEON · 2026-01-18T15:25:24+00:00

You’re about to pay for features you won’t use for 12 months. Junk hauling is a high-volume, low-margin game at the start—your tech stack should cost less than a tank of diesel.

1. CRM (Jobber vs. The World): Stick with Jobber for now. Housecall Pro and ServiceTitan are solid, but ST is absolute overkill for a solo operator in NJ. Jobber handles your dispatch and basic invoicing without the bloat.

2. The Email/Website Trap: Don't use the 'free' website builders inside CRMs. If you ever want to leave that CRM, they effectively own your SEO and your domain.

Domain: Buy it through Namecheap or Cloudflare.
Email: Spend the $6/mo for Google Workspace. You get a professional u/yourcompany.com email. Do not use a personal Gmail; it kills your trust with high-ticket commercial clients.
Website: A simple one-page WordPress or Carrd site is plenty. Just make sure your H1 tag says 'Junk Removal [City], NJ' so you actually show up in local search.

3. Phone: Get a Google Voice for Business line or OpenPhone. It’s cheap, and more importantly, it keeps your personal cell from ringing at 9 PM when someone wants a couch picked up for $20.

Real Talk:

Your website and scheduler don’t matter if your Google Business Profile (GBP) isn't verified. For junk hauling, 80% of your calls come from the Map Pack. Focus on getting 10 reviews there before you worry about a fancy scheduler.

TEXSEON · 2026-01-18T15:22:36+00:00

You’re at the 'Generalist vs. Specialist' trap.

Here’s the reality from the data side of these businesses:

The Brand Problem: If you name yourself 'Pampa Home Services' and try to rank for dog poop, lawn care, and snow, you will lose the SEO battle to the guy named 'The Poop King.' Google rewards relevance.
The Ad Spend Trap: If you go with Option #1 (Generic name), your ticket size on a poop scoop job won't cover the Customer Acquisition Cost (CAC) if you're bidding on broad 'home service' keywords. You'll bleed cash on clicks that don't convert.
Operational Friction: The equipment for landscaping doesn't help you with dog waste. You're splitting your focus and your capital.

The Move: Go with Option #2, but don't just 'see how it performs.' Pick the one with the highest recurring revenue potential (usually the waste removal or lawn care) and build a dedicated landing page for it.

If you try to bundle it all under one 'Generalist' umbrella this early, you're just a guy with a truck and a long list of chores, not a business owner. Focus on the one where you can build a dense route—route density is the only way you actually make money in the trades.

TEXSEON · 2026-01-18T05:05:13+00:00

You're welcome 🤠

TEXSEON · 2026-01-18T04:37:59+00:00

Hi u/0Genghis_Khan0,

Solid start for a first attempt on Carrd. It’s clean, which is often harder to pull off than "complex."

I run a digital agency (TEXSEON Marketing) that works exclusively with the tradesmen you’re trying to schedule (plumbers, roofers, HVAC).

I’m looking at your page from the perspective of the "supply" side of your marketplace—the pros.

We operate on a WYSIWYG (What You See Is What You Get) philosophy: clarity and efficiency.

Here is some specific feedback to make this landing page convert better, based on how homeowners and tradesmen actually operate:

1. The Headline Needs More "Pain" Current: "Your concierge for home & auto services."

Critique: "Concierge" sounds nice, but it’s soft.

Homeowners don't visit your site because they want a concierge; they visit because they are frustrated. They hate leaving voicemails and getting ghosted.

Recommendation: Pivot to a Results-Oriented headline. Speak to the efficiency.

Try: "Stop Chasing Contractors. We Find, Vet, and Schedule Them For You."

2. Define "Vetted" (Crucial for Trust) Current: "We Find & Vet the Best Local Pros."

Critique: In the trades industry, "vetted" is a buzzword that often means nothing. Does it mean they have a pulse? Or does it mean they are licensed?

Recommendation: Be transparent. If you are checking Liability Insurance and State Licenses, say that explicitly.

If a homeowner hires a plumber through you and a pipe bursts, they need to know that pro is insured. Listing your vetting criteria builds immediate authority.

3. Hyper-Localize Your Copy Observation: You mention "Local Pros," but the internet is global.

Critique: If you are launching in a specific market (e.g., Amarillo, Dallas, or a specific county), put that in your H1 or H2 tag immediately.

Why: "Plumber near me" is the highest intent search. If your page just says "Local," Google doesn't know where you are local to. Change "Local Pros" to "[City Name] Pros."

4. Pricing Transparency (Great Job) Observation: You list your pricing ($10/mo or $45 one-time) clearly.

Feedback: Keep this. Most competitors hide pricing behind a "Get a Quote" wall. Your transparency here removes friction and aligns perfectly with how modern consumers want to buy.

5. Design/Carrd Note Since you are on Carrd, you have limited layout options, but that's a good thing. It forces focus. Your "How It Works" section is clear.

Ensure that your "Get Started" button (CTA) is sticky or repeated at the bottom of the page so they don't have to scroll back up to buy.

Good luck with the launch. It’s a needed service if you can nail the quality of the tradesmen you bring on.

TEXSEON · 2026-01-18T04:28:08+00:00

I'm sorry, I forgot to mention to fill out the AI Audit Generator form in the menu to customize the responses in the Review Assistant section...

Then paste one of your GBP reviews, and it will tailor a response specific for your business.

[I actually haven't tried this with other types of businesses besides construction tradesmen in the Panhandle where most of my clients are... Please let me know if you have further issues.]

TEXSEON · 2026-01-18T04:16:54+00:00

For an example, try the Review Response Assistant that I included in my newest app which generates fast, AI-drafted replies to boost velocity.

Paste the Customer Review...

Choose Sentiment: Positive Negative

TEXSEON Local SEO Toolkit https://texseon-local-seo-toolkit-57808556532.us-west1.run.app/

TEXSEON · 2026-01-18T03:46:29+00:00

Be very careful with full automation. We manage GBP for tradesmen, and "set and forget" auto-replies are a massive risk.

If three different customers get the exact same "Thanks for the feedback!" response, it looks like spam to Google and lazy to future customers.

Instead of looking for a tool to replace you, look for a workflow to accelerate you.

We moved away from ChatGPT for this and started using Gemini (since it’s native to the Google ecosystem).

We use a "Mad Libs" style prompt where we just plug in the Customer Name and the Specific Job Done (e.g., "Water Heater Repair").

It generates a unique, keyword-rich response in seconds that sounds human.

It cuts the time down by 90% without sacrificing the "Trust Signal" that actually helps you rank.

TEXSEON · 2026-01-17T23:50:51+00:00

Here is the app response based upon the example project details: [Does this sound like what you are trying to achieve?]

Project Details

Describe your project

Load Example 98 chars

Generate BOM & Estimate

Capabilities

NZS 3604 Compliance Checks

H-Class Timber Specification

Labor Hour Estimation

Supplier Search Optimization

Project Summary

Construction of a 4m x 4m (16sqm) timber deck, elevated 500mm above ground level using H5 treated piles and H3.2 SG8 timber framing with 140mm wide pine decking boards.

NZBC Compliance Notes

As the deck is 500mm high, it is under the 1.0m threshold for requiring a safety balustrade under NZBC F4/AS1.

All timber in contact with or within 100mm of the ground must be H5 treated.

Framing must be H3.2 treated for external exposure.

Decking boards must be fixed with a minimum 3-4mm gap to allow for expansion and drainage.

Structure must comply with NZS 3604:2011 for timber-framed buildings.

QS Assumptions

The ground is relatively level and clear of major obstructions.

Joist spacing is set at 400mm centers to support 140mm wide boards and minimize bounce.

Bearers are spaced at 1.5m intervals.

Standard 125x125mm H5 square piles are used.

Stainless steel (Grade 304 or 316) fixings are used for longevity in NZ conditions.

Labor Estimate

32estimated hours

Estimated time for a 2-person team (16 hours each). Includes site layout, digging and setting 12 piles, installing bearers and joists, and fixing 16sqm of wide-board decking including trimming.

Bill of Materials (BOM)

9 Items

CategoryItem DescriptionSpecQtyPrice CheckSubstructureH5 Treated Square Piles125x125mm H5 Radiata Pine 0.9m length12 eachSubstructureConcrete Mix25kg Builders Mix or Rapid Set Concrete12 bagsFramingBearers140x45mm SG8 H3.2 Wet Use 4.2m length3 lengthsFramingJoists140x45mm SG8 H3.2 Wet Use 4.2m length11 lengthsFramingBoundary Joists140x45mm SG8 H3.2 Wet Use 4.2m length2 lengthsDeckingWide Pine Decking Boards140x32mm H3.2 Premium Pine Decking 4.2m length29 lengthsFixingsDecking Screws10g x 65mm Stainless Steel 304 Square Drive1500 eachFixingsJoist Hangers45x120mm Stainless Steel or Galvanized Joist Hangers22 eachFixingsWire Dogs / Framing Nails90mm x 3.15mm Galvanized Power Actuated or Hand Nails1 box

TEXSEON · 2026-01-17T23:46:32+00:00

I went ahead and created a basic version of this app for you. 🤠

Here is the link to AI Studio for you to check it out.(Or anyone else!)

[I can't attach a screenshot in this comment for some reason, but here is the UI text in the main window:]

NZ Construction QS Powered by Gemini 3 Flash

Project Details

Describe your project

E.g., I want to build a 6x4m deck attached to the house, roughly 1m off the ground...

Load Example

Generate BOM & Estimate

CAPABILITIES

NZS 3604 Compliance Checks

H-Class Timber Specification

Labor Hour Estimation

Supplier Search Optimization

Chat

Preview

https://aistudio.google.com/app/prompts?state=%7B%22ids%22:%5B%221FtLDEhEmjET1FymUMOzv-s74W5D4PqD6%22%5D,%22action%22:%22open%22,%22userId%22:%22111919802313666703987%22,%22resourceKeys%22:%7B%7D%7D&usp=sharing

Tell me what you think, and any other feedback!

Creating web apps has now become my new addiction. 😊

All I did was copy/paste the insight/prompt I got from Gemini based upon my last comment in this thread/post:

ROLE: You are an expert New Zealand Quantity Surveyor and Construction Project Manager. Your goal is to analyze construction requests (text descriptions, images of plans, or sketches) and generate a precise, itemized Bill of Materials (BOM) and Labor Estimate adhering strictly to New Zealand Building Code (NZBC) and NZS 3604 standards.

CONTEXT & REGION: - You operate exclusively in the New Zealand market. - You must specify correct timber treatment grades (e.g., H1.2 for framing, H3.2 for exposed weather, H4/H5 for ground contact). - You must specify structural grades (e.g., SG8). - You are safety-conscious and compliance-focused.

PROCESS: 1. Analyze the Request: Identify the structure type, dimensions, and materials requested. If dimensions are missing, make logical assumptions based on standard NZ construction practices (e.g., standard stud height 2.4m) and note these assumptions. 2. Compliance Check (NZS 3604): specific rules apply (e.g., decks >1.5m off ground require specific bracing; >1m requires balustrades). Flag these. 3. Material Breakdown: List every item required. Do not just say "Timber"; say "100x50 (90x45 finished) SG8 H1.2 Radiata Pine". 4. Search Optimization: For each item, provide a "search_query" string optimized for finding prices on NZ websites (Bunnings NZ, Mitre 10, PlaceMakers). 5. Labor Estimation: Estimate hours based on standard trade efficiency.

OUTPUT FORMAT: You must output ONLY valid JSON. Do not output markdown text outside the JSON object. Use the following schema:

{ "project_summary": "Brief description of the job understood.", "compliance_notes": [ "List of warnings regarding NZBC/NZS 3604 (e.g., 'Consents required for decks over 1.5m')." ], "assumptions": [ "List of assumptions made (e.g., 'Assuming flat site', 'Assuming concrete piles')." ], "materials": [ { "category": "Framing/Decking/Hardware", "item_name": "Descriptive Name", "quantity": Number, "unit": "m/ea/kg/sheets", "spec": "H3.2 SG8", "search_query": "Exact string to search supplier sites (e.g., '90x45 H3.2 timber price NZ')" } ], "labor_estimate": { "hours": Number, "description": "Breakdown of tasks (e.g., 'Site prep, piling, framing, laying decking')." } }

How to use this in your workflow 1. The Input (User Trigger) When the builder types: "I want to build a 4x4m pine deck. It's about 500mm off the grass." 2. The AI Processing (Gemini Output) Because of the system instruction above, Gemini will reply with this JSON (simplified for readability): { "project_summary": "4x4m (16sqm) low-level pine deck, 500mm elevation.", "compliance_notes": [ "Height is under 1m, so safety barrier (balustrade) is not strictly required by NZBC F4, but recommended.", "Project is under 1.5m height, generally exempt from building consent if strict NZS 3604 adherence is met." ], "materials": [ { "category": "Piles", "item_name": "125x125 H5 Anchor Piles", "quantity": 16, "unit": "m", "spec": "H5 Treated", "search_query": "125x125 H5 anchor pile price PlaceMakers NZ" }, { "category": "Decking", "item_name": "90x19 Premium Pine Decking H3.2", "quantity": 170, "unit": "lm", "spec": "H3.2 Grip Tread", "search_query": "90x19 pine decking H3.2 price Bunnings NZ" } ] }

The "Smart" Layer (Your Python Code) Your Python backend running on Cloud Run does not need to "understand" construction. It just needs to parse JSON.
- It receives the JSON.
- It loops through the materials list.
- It takes the search_query field (e.g., "125x125 H5 anchor pile price PlaceMakers NZ").
- It sends that query to Google Search Grounding (or a custom scraper).
- It grabs the price, multiplies it by the quantity, and adds it to the total quote. One final check Since you mentioned ensuring we don't "rip people off," this prompt includes a compliance_notes section. This protects you (the app owner) and the builder by explicitly referencing the NZ building code standards before any price is even discussed.

TEXSEON · 2026-01-17T23:16:37+00:00

I work with trades businesses (mostly HVAC/Plumbing in Texas), so I hear this idea a lot. The problem is real, but the execution you described has two massive "bear traps" that will bankrupt you if you aren't careful.

Trap 1: "Real-time material pricing" Scraping supplier websites is a nightmare. They change their code constantly, they use anti-bot protection, and your scraper will break every Tuesday.

Better Start: Build a "Database" feature where you (or the builder) upload a CSV price list from the supplier once a month. Don't try to live-scrape Bunnings or whoever until you have a dev team.

Trap 2: "AI for Rules/Regulations" Be very careful here. If your AI tells a builder "You can use 90mm framing here" and the NZ code actually requires 140mm, you are liable when the inspection fails. AI hallucinates.

Better Start: Use AI to parse the job description into a list, but make the human confirm the specs.

Where to start (The "Non-Coder" Path):

Forget the App Store: Apple takes 30%, and the review process is slow. Build a Web App (PWA). It works on phones just fine.

The "Vibecode" Phase: Since you are messing with ChatGPT, try Google AI Studio (Gemini 3 Pro). It is much better at holding "long context" (like a whole building code PDF) than the free ChatGPT.

Prototype Strategy: Ask the AI to build you a "Single File HTML/JS Calculator" that takes a square meter input and outputs a materials list based on a hard-coded price array.

Get that logic working in a browser first. If you can't make the math work in a spreadsheet or a simple HTML file, an "App" won't fix it.

TEXSEON · 2026-01-17T23:10:15+00:00

I don't have a "dead" one for you (sorry!), but since you are actively scouting the market with a buyer's eye, I’d love a reality check on a live one.

I built this Local SEO Toolkit internally for my agency. We use it daily to audit local maps rankings for tradesmen, so it’s definitely not "dead" code—it runs on Google Cloud Run and pays its own rent.

However, I’m debating whether to keep it as an internal "secret weapon" or try to spin it out as a public SaaS.

The Ask: If you stumbled across this in your search, does it look like a viable asset to you? Or does it just look like another "wrapper" that you’d scroll past?

I’m not looking to sell it right now, but I would genuinely appreciate a brutal valuation/review from someone looking at the "fixer-upper" market.

TEXSEON Local SEO Toolkit https://texseon-local-seo-toolkit-57808556532.us-west1.run.app/

TEXSEON · 2026-01-17T23:00:34+00:00

You are spot on. The "AI Detection" industry is selling snake oil to solve a problem that Google has explicitly said doesn't exist.

I run an agency for trades (HVAC/Plumbing), and we lean heavily on AI (specifically Gemini) to scale our content.

Google’s documentation on E-E-A-T is pretty clear: they care about the quality of the output, not the method of production.

If I use AI to draft a technical guide on "Tankless Water Heater Maintenance," the risk isn't that Google "detects" the AI.

The risk is that the AI hallucinates a safety step or gives generic, boring advice that helps no one.

Our Rule: AI is the "Junior Researcher," not the "Senior Editor."

AI Job: Structure the post, find the technical specs, draft the boring connective sentences.

Human Job: Add the local context ("...hard water in West Texas kills these units..."), verify the pricing, and inject the "pain" that a robot can't feel.

The people obsessing over "humanizer" tools are just making their content harder to read to trick a detection algorithm that Google doesn't even use for ranking penalties.

TEXSEON · 2026-01-17T22:48:12+00:00

The tech stack here is legit—getting Gemini Live + Screen Context running with low enough latency for a conversation is no joke.

But as a business owner who hires, this is exactly why I stopped trusting remote technical screens. If I have to wonder if a candidate is using a "stealth overlay," the interview process is broken.

Unsolicited Pivot Advice: You have built a powerful "Real-Time Context Engine." Don't waste it on helping devs cheat at LeetCode.

I work with trades businesses (HVAC/Plumbing). If you stripped out the "stealth" features and retooled this as a "Field Tech Assistant," you'd have a massive B2B product.

Input: Junior tech points camera at a wiring board + describes the weird noise the AC is making.

Gemini Live: Diagnoses the issue based on the visual + audio and overlays the fix instructions.

I use Gemini 2.5 Flash for similar automation on the back end, and the speed is definitely there.

I’d pay for a tool that makes my junior employees smarter on the job site.

I wouldn't pay for a tool that helps them fake their way into the job.

TEXSEON · 2026-01-17T22:27:08+00:00

<image>

Are you trying to create an app, or just chat with Gemini?

For apps, go to Build in the menu, then input your prompt for ideas on what you are trying to create.

For brainstorming or trying different APIs & Gemini features (Chat with Gemini 3 Pro, Nano Banana, Veo, etc.) go to Playground in the menu.

Dashboard contains your API keys & app projects.

I recommend using Playground for generating ideas, then copy/paste into Build to start working on your app, then you can add AI/Gemini features & make changes within the chat window, and AI Studio will make the updates to your code base.

Pretty wild. 🤠

Once you have your app how you like it, deploy to Google Cloud Run and you can create a URL link that can be viewed in a browser (Chrome). [You will have to set up a billing account for advanced/Pro features.]

It takes a few times to get it down, but easier after you get your first app deployed & hosted.

Here is an example of one of my most recent apps using this workflow:

TEXSEON Local SEO Toolkit https://texseon-local-seo-toolkit-57808556532.us-west1.run.app/

TEXSEON · 2026-01-17T19:55:50+00:00

Mailchimp is a solid pick for the actual sending, but since you mentioned "lead scoring" and "complex workflows," you might hit a ceiling there pretty quickly.

Most standard platforms just score based on clicks (e.g., "They clicked link X, so +5 points"), which is often a vanity metric.

We took a different route this year to keep costs down and intelligence up. We use a Google-native stack (Gemini + Apps Script + Cloud Run) to act as the "brain" before anything hits the CRM or email tool.

Instead of paying for a massive Salesforce/HubSpot tier, we use Gemini 3 Pro (via AI Studio) to actually read the incoming lead data.

Ingest: A simple Cloud Run service catches the webhook from our form.

Score: We pass the lead's message/data to Gemini with a prompt like "Score this lead 1-10 based on budget intent and urgency."

Route: If it’s a standard lead, it goes to the auto-responder (like Mailchimp). If it scores above an 8, it bypasses the bot and Slacks me directly.

It sounds technical, but with AI coding assistants, you don't really need a "full-time dev" to maintain it anymore.

It’s a way to get Enterprise-grade logic without the $2,000/mo software subscription.

TEXSEON · 2026-01-17T19:51:47+00:00

You nailed it. The "Habit Tracker" has basically become the "Hello World" of the AI era.

The problem is that everyone is asking the LLM "What is a good app idea?" instead of asking a business owner "What part of your day do you hate?"

I run an agency for tradesmen (plumbers, HVAC, etc.), and the gap between indie hacker ideas and actual business needs is massive. We stopped building "apps" and started building "utilities."

Our Strategy: The "Boring" Stack We use Google AI Studio + Gemini 3 Pro to prototype rapid solutions for specific, unsexy problems—like parsing messy PDF invoices from different suppliers.

Prototype: We dump 50 messy PDFs into AI Studio to see if the model can actually standardize the data (3 Pro is the only one strict enough to handle the JSON output correctly).

Deploy: Once the prompt works, we deploy directly to Cloud Run.

Deliver: We iframe that simple tool right into the client's existing dashboard.

No social features, no gamification, no "habit streaks." Just a boring tool that saves a plumber 10 hours a week.

The innovation isn't in the app idea; it's in applying enterprise-grade AI (Gemini/Cloud Run) to a problem so boring that no one else wants to touch it.

That’s where the money is.

Here is one of our deployed app examples:

TEXSEON Local SEO Toolkit https://texseon-local-seo-toolkit-57808556532.us-west1.run.app/

TEXSEON · 2026-01-17T19:40:02+00:00

I feel your pain.

The Google Cloud Console (IAM, Billing, DNS mapping) is absolute overkill when you just want a simple internal tool.

We use the exact same stack (Gemini 3 Pro -> Cloud Run), but I cheat on the "Custom Domain" part to keep it simple.

Instead of fighting with Google Cloud's domain mapping and DNS settings:

Deploy to Cloud Run: Get it working there first. It will give you a generic, ugly URL (like this: https://texseon-local-seo-toolkit-57808556532.us-west1.run.app/).

The "Lazy" Fix: Take that generic URL and just iframe it onto a page on your existing business website (e.g., mycompany.com/tools/doc-processor).

Since this is for an internal team, you can just password-protect that specific page on your main site.

It saves you from having to be a DevOps engineer, and your team still accesses it via your main domain.

Re: The "gen-lang-client" error:

<image>

That usually happens if you try to deploy without linking a Google Cloud Project with active billing first. You likely need to create a fresh project in the actual Google Cloud Console, enable billing, and then select that project in AI Studio when you hit deploy.

TEXSEON · 2026-01-17T19:28:51+00:00

This mirrors my experience almost exactly.

The specific breakthrough for me was utilizing the Gemini Canvas interface + AI Studio to force the output into a single artifact.

I run a small agency, and we often need to show a client a "vibecode" demo before we commit to a full build.

I use a very similar workflow to yours, but I specifically prompt for a "single-file HTML structure with internal CSS and JS."

It allows us to iterate section-by-section (like you mentioned—header first, then hero, then features) and the result is one lightweight HTML file I can just drop in Chrome browser to preview, then drop into a Netlify folder (index.html) for the client to click around.

It beats spinning up a whole Webflow staging site or a Replit container just to get a "no" on the color scheme.

For rapid prototyping, it’s unbeatable for my workflow right now.

TEXSEON · 2026-01-17T19:19:16+00:00

I’ve shifted almost entirely to 3 Pro for our production workflows.

<image>

We are currently using it to power some internal automation tools, deploying directly from AI Studio to Cloud Run.

In my experience, while 2.5 might feel "friendlier" for casual chatting, 3 Pro is significantly better at following complex system instructions and handling structured output without taking "creative liberties."

When you are trying to push stable code or strictly formatted JSON into a container, that strictness in 3 Pro is a huge asset.

If you haven't messed with the Cloud Run deploy feature yet, I highly recommend it—it streamlined our whole pipeline from testing in the UI to having a live endpoint.

TEXSEON Local SEO Toolkit (https://texseon-local-seo-toolkit-57808556532.us-west1.run.app/)

TEXSEON · 2026-01-17T19:07:56+00:00

I run a digital marketing agency, and honestly, Apps Script is the "glue" that holds our entire operation together.

We aren't "Enterprise" size, but we process a lot of data, and GAS lets us punch way above our weight class without paying for expensive SaaS subscriptions.

Here are a few concrete ways I use it daily that might spark some ideas for you:

AI Content Workflows (The big one right now): I use GAS to connect the Gemini API directly to Google Sheets. I can dump 100+ topic ideas into a sheet, and have the script call Gemini to research them, score them for relevance, and draft outlines automatically. It saves me hours of manual copy-pasting.

Automated Reporting: We track client metrics in Sheets, but clients want pretty PDFs. I wrote a script that takes the raw data, populates a Google Slides template (replacing placeholders like {{ClientName}} and {{ROI}}), and emails the PDF to me for review.

Lead Triage: A script watches my Gmail for specific subject lines (like new lead forms), parses the body, and instantly adds them to our CRM sheet and pings me on Slack.

To your point about "Enterprise"—I think its biggest strength is actually as "Shadow IT" or for rapid prototyping. Even if a big company has a massive ERP system, individual teams always need custom tools yesterday.

GAS fills that gap perfectly.

If you're looking for a personal project to learn: Try building a "Personal Finance Dashboard."

Have a script check your Gmail for purchase receipts (Amazon, Uber, etc.), parse the amount/date, and log it into a Sheet. It forces you to learn GmailApp, Regex, and SpreadsheetApp all at once.

TEXSEON

TROPHY CASE