OnlyPrompts
"Don't build another prompt library; build the 'Prompt Tester & Optimizer' that every AI user actually needs."
"Overwhelm and FOMO. Users are 'prompt-aholics' tired of writing bad prompts and buying countless libraries, seeking a 'one-stop' solution to save time and get better results."
The 'Unlimited AI credits' LTD is financially suicidal. API costs will scale directly with user success, creating a massive liability. The core product is a featureset, not a defensible business.
The 4-Dimension Scorecard
Strong $95k+ revenue validates demand for prompt assistance, but market is crowded with libraries.
High rating (4.72) with 138 reviews shows product-market fit, but negative reviews reveal clear, fixable weaknesses in search, testing, and updates.
'Unlimited monthly AI credits' on a lifetime deal is a massive cost liability as usage scales. Model is built on a burning platform.
Direct competitors are other prompt libraries (weak moat). Real competition is 'manual prompt writing' and fragmented testing across AI platforms.
The Opportunity Radar
Deep Review Mining & Gap Analysis
Pain & Gaps
"Users want to test prompts across models directly in the tool ('love it has access to all model to test'), not just browse a static library."
"Current search is limited. Users need to find the right prompt for specific tasks/industries faster."
"Product feels abandoned ('no new AI models'). Users fear it will become obsolete as AI evolves."
Niche Discovery
"Multiple reviews mention saving time on content, boosting productivity for businesses, and versatility across industries."
"User self-identifies as 'prompt-aholic', has purchased many libraries, seeks comprehensive toolkits."
Marketing Angle
The Prompt Workbench: Stop collecting prompts, start testing and optimizing them. The only tool that turns your library into a lab.
Use this angle to position your product against the generic competitors. Focus on the specific pain points identified in the "Pain & Gaps" module.
The "Buggy Clone" Syndrome
- Stagnation and friction. The product feels 'stuck', lacks new AI models, has limited search filters, and the core experience (testing/optimizing prompts) is clunky or missing.
Sniper Verdict
"Listen to the hate. Build the cure. Steal the revenue."
The Battle Plan
"The market is saturated with static prompt libraries. The real gap is a dynamic platform for testing, comparing, and optimizing prompts across AI models. Users buy libraries but complain about the inability to test and improve prompts efficiently."
MVP Build
- Multi-Model Prompt Playground (Core: Test one prompt across GPT-4, Claude, Gemini side-by-side)
- Smart Search with Filters (By AI model, task, industry, rating)
- Prompt Optimization Suggestions (AI that suggests improvements to your prompt)
MVP Drop
- Massive Generic Prompt Library (Distraction; start with a curated 1,000 high-quality prompts)
- Unlimited AI Credits (Costly; use tiered credit system or partner API credits)
