Commercial pricing
Keep the fast image to prompt tool free, then monetize what commercial users repeatedly need: saved briefs, batch variants, hosted accuracy, templates, API access, and team workflows.
Validate the core workflow with fast local image-to-prompt drafts.
Use the free toolFor sellers, media buyers, and creators who repeat commercial prompt work.
Request Pro accessFor teams that want repeatable prompt generation from product or ad image sets.
Discuss API needsFor agencies that need brand-consistent prompt systems and workflow design.
Plan a workflowMarket pricing signals · July 7, 2026
The pricing page is still an early-access demand test. These signals explain what to validate before opening Stripe or Creem.
Recent image-to-prompt competitors commonly use daily free limits, credits, or account gates to protect cost and identify repeat users.
3 free prompt drafts per browser per day, then Pro/API early access instead of unlimited anonymous use.
The category trains buyers to expect a low-friction Pro tier before higher-volume credits, API, or studio workflows.
Use $12/month as the Pro Studio target while validating whether saved briefs, batch variants, and templates convert.
Users pay when they need history, higher limits, batch output, better accuracy, support, or API access.
Do not charge for a simple caption. Charge for saved cloud briefs, batch jobs, hosted accuracy, templates, API, and agency workflow help.
Early access
This form is the commercial validation layer before Stripe or Creem goes live. It captures ICP, use case, volume, and plan intent so the next build can prioritize saved briefs, batch variants, templates, or API access.
The current public tool stays free. Paid access should open only after account, quota, support, refund, and privacy workflows are ready.
PromptLens should not charge for a simple browser caption. The paid value is repeated commercial work: batch prompt variants, saved briefs, template packs, accurate hosted analysis, and API access for teams.
The current public tool is free. Pro, batch, and API plans are listed here to validate commercial demand before the payment switch is opened in production.
The fast browser path can stay free, but hosted vision, batch processing, saved history, API access, and support create real infrastructure and operating cost.
The strongest first paid features are batch variants, saved campaign briefs, template packs, high-accuracy hosted vision, and API access for repeated workflows.
No. The pricing is designed around commercial users: Shopify and DTC sellers, Amazon operators, media buyers, AI video creators, and small agencies.