Adyft's answer

Backend: Python with FastAPI, PostgreSQL, fully async architecture Frontend: React with Vite and Tailwind CSS Marketing site: Next.js AI: Anthropic Claude for campaign strategy, targeting and ad copy; Google Gemini for image generation; HeyGen for AI video avatars Integrations: Meta Marketing API, Google Ads API, WhatsApp Business API Payments: Razorpay and Polar Infrastructure: Nginx, PM2, Oracle Cloud, Cloudflare R2 for media storage

ForthWrite's answer:

Next.js, React, Supabase, Anthropic Claude, OpenAI, Stripe, Vercel, Chrome Extensions API

Adyft's answer

Adyft covers the whole job in one place — it creates the campaign, launches it, generates the images and video, and then manages it after launch. Most tools do one slice of that: creative generation, or Meta automation, or reporting.

Two things it does that the others generally don't. First, every lead is scored on purchase intent and pushed to WhatsApp the moment it arrives, so leads get followed up while they're still warm instead of sitting in a dashboard. Second, every ad carries a hard budget cap set before launch, so spend cannot run away — which is the single biggest fear people have about running their own ads.

Targeting is built from real platform data, not guesswork: Meta ad sets are assembled from actual interest, behaviour and life-event data, and Google campaigns are built on real Keyword Planner search volumes.

ForthWrite's answer:

ForthWrite learns your writing style from your actual sent mail, not a generic prompt. Every draft sounds like you wrote it because it was trained on how you actually write. It also auto-drafts replies before you open your inbox, so your email is partially handled before your day starts.

Adyft's answer

Because it's end-to-end and it's a flat fee.

Most alternatives are strong on one part of the process. Some generate creative but leave you to build and manage the campaign. Some automate Meta but barely touch Google. Some are built for ecommerce and assume a Shopify store. Adyft handles Google and Meta together, from creation through to post-launch management, and it's designed around lead-generation businesses rather than ecommerce.

It also never takes a percentage of your ad spend. Agencies typically take 10-20% of your budget, which means the more you spend, the more you pay them. Adyft charges a flat monthly fee, so the entire budget increase goes to your ads.

And it doesn't need you to already be an ads expert. You give it your website, it builds the campaign.

ForthWrite's answer:

Most AI email tools give you a blank box and a "write for me" button. ForthWrite builds a voice profile from your sent history and gets more accurate with every draft you edit or send. Unlike ChatGPT or Gemini, it works natively inside Gmail and Outlook with no copy-paste. Unlike Lavender, it writes the draft, not just scores it.

Adyft's answer

Local and small-to-medium businesses that depend on enquiries rather than online checkouts — service businesses, clinics, salons, gyms, real estate, education, and professional services.

Typically these are owners who either can't justify an agency retainer, have been burned by one, or have tried running ads themselves and lost money to poor targeting. They want leads, not dashboards.

The second audience is small agencies and freelancers managing ads for multiple clients, who use the multi-client workspaces, white-labelling, and per-client ad account connections to run everything from one place.

ForthWrite's answer:

Professionals who send high volumes of relationship-critical email and cannot afford to sound generic: lawyers, financial advisors, recruiters, account executives, consultants, and founders managing their own inbox.

Adyft's answer

Adyft was built by a solo founder after seeing the same pattern repeatedly: small businesses had two bad options for advertising. Hire an agency and pay a retainer plus a cut of ad spend, often for campaigns built from templates. Or run ads themselves, and lose money to broad targeting and budgets that quietly overran.

The gap wasn't a lack of tools — it was that every tool solved one piece. You could generate creative in one place, build campaigns in another, and still have no idea which leads were worth calling.

Adyft was built to close that loop: point it at a website, get a real campaign on Google and Meta, with the creative made for you, a hard cap on what it can spend, and the good leads landing on your phone. That's drafted from what I actually know — solo founder, and the agency-alternative positioning that runs through your site. Rewrite the first paragraph with your real reason for starting it. A genuine founder story reads completely differently from a reconstructed one, and this is the field where that shows most.

ForthWrite's answer:

Built out of frustration with AI writing tools that produce text that sounds nothing like the person sending it, and as a way to handle large amounts of daily email. The core insight was that your sent mail is the best training data you already have, and no tool was using it.