Sandbox access broker for AI writing tools

A content marketer or freelancer needs to pick one or two AI writing tools to commit to for the next year. They Google reviews, watch YouTube demos, maybe start a 7-day trial — only to find the trial is paywalled, limited to a fraction of the actual features, or so short they never get to their real workflow. By day three they've barely touched it; by day seven they've been auto-charged.

The gap persists because the vendors themselves have no incentive to fix it. A longer, fuller trial means more time before conversion, and for VC-backed tools with aggressive growth targets, trial generosity looks like leakage. The buyer (often a solo creator or small team) is the loudest complainer but the least powerful stakeholder — they churn but don't move stock prices.

What's missing isn't more reviews or demo videos. It's structured, real-task access: letting a buyer bring their own content brief and run it through the actual tool — not a sandbagged demo — for long enough to know if the output matches their voice, integrates with their CMS, and handles their specific content type (SEO articles vs. ad copy vs. email sequences). No existing review or comparison service lets you do this with live tool access; they show you screenshots and G2 ratings.

This is a business because the decision recurs constantly. Teams grow, tools get acquired or pivot, budgets reset annually — and each time, the evaluation problem restarts from zero. The buyer has real money at stake (most of these tools run $50–$150/month), and a bad pick costs them weeks of switching costs and lost output.

What to build

Build a web service where users bring a real content brief, select from a catalogue of AI writing tools, and run that brief through each tool's actual API with a standardized prompt set — then receive side-by-side outputs with a structured evaluation scorecard they fill in before seeing any pricing.

Where to start

Start with tools that already have public APIs and generous developer tiers, targeting SEO agencies that evaluate tools on behalf of clients — they have the highest evaluation frequency and the clearest ROI argument for paying for structured access.

The hard part

Getting API access or licensing agreements from tools whose vendors actively prefer you not to exist — a few will cooperate for distribution, but the ones with the worst trials are exactly the ones most likely to block you or rate-limit aggressively.

How it makes money

Charge per evaluation session ($9–$19 per tool tested), with a team subscription tier for agencies running multiple evaluations per month at a flat monthly fee.