How Does PrompTessor Score Prompt Quality?

Each Prompt Receives An Overall Score Plus Six Quality Metrics: Clarity, Specificity, Context, Goal Orientation, Structure And Constraints. The Report Also Lists Strengths, Weaknesses, Difficulty, Suggested Use Cases And Actionable Improvement Steps Before You Run The Prompt.

Can PrompTessor Recreate The Exact Prompt Behind An Image?

No. Reverse Prompt Extracts Repeatable Attributes Such As Style, Composition, Intent, Format And Movement To Build A Prompt That Produces Similar Output. The Vendor Explicitly States It Does Not Claim To Recover The Original Prompt Text.

Which AI Models Does PrompTessor Support?

It Is Model-Agnostic. Prompts Can Be Prepared For ChatGPT, Claude, Gemini, Image And Video Generators, Coding Assistants And Writing Tools, With Recommended Model Fit Attached To Every Generated Or Optimized Version.

How Are Usages Counted Across Workflows?

PrompTessor Uses A Single Monthly Usage Pool Rather Than Separate Quotas Per Workflow Type. Generation, Analysis, Optimization, Refinement And Reverse Prompt All Draw From The Same Allowance, With Non-Expiring Add-On Packs Available To Active Paid Accounts.

Does The Chrome Extension Read Browsing Activity?

The Extension Only Processes Selected Text, Active Inputs, Chosen Media Or Page URLs When You Invoke An Action. It Does Not Continuously Log Browsing History, And Per-Site Toolbar Settings Stay In Local Browser Storage.

Listed · Reviewed Aug 2026 · 7-criteria rubric

AI Productivity Tools

PrompTessor

Name: PrompTessor
Availability: InStock
Author: PrompTessor

Generate, Analyze, Optimize And Reverse-Engineer AI Prompts In One Workspace

by PrompTessor · Banjarbaru, South Kalimantan, Indonesia · Founded 2025

Visit PrompTessor →

Pricing

Free plan available, Pro from $10/mo

What is PrompTessor?

PrompTessor is an AI prompt workspace that turns rough ideas into structured, reusable prompts. It generates prompts from goals or briefs, scores existing ones on clarity and specificity, rewrites weak instructions, and reverse-engineers prompt patterns from images, videos, text, or URLs.

Finished prompts are stored in a searchable library with private, community, and official collections. Built by a solo Indonesian developer and used by more than 35,000 creators, it stays model-agnostic across ChatGPT, Claude, Gemini, coding assistants, and generative media tools.

PrompTessor — Generate, Analyze, Optimize And Reverse-Engineer AI Prompts In One Workspace Whether you're evaluating PrompTessor for your team or comparing it to alternatives in the AI Productivity Tools category, this in-depth review covers everything: features, pricing, real user reviews, pros and cons, integrations, and direct comparisons against competitors.

Key Features 10

AI prompt generator turning rough ideas into structured, ready-to-use prompts

Prompt analysis scoring clarity, specificity, context, structure, goals, and constraints

Prompt optimizer that rewrites weak prompts into clearer, stronger versions

Reverse prompt from images, videos, text, and URLs instantly

Feedback-based refinement for tone, format, length, audience, and target model

Prompt library to save, organize, publish, and reuse prompts

Prompt history and version tracking without losing earlier iterations

Model-agnostic workflows for ChatGPT, Claude, Gemini, and image generators

Who Is PrompTessor For

1 Prompt Engineers

2 Content Marketers

3 Software Developers

4 Digital Artists

5 AI Researchers

6 Startup Founders

Pros & Cons

Pros 4 benefits

Transparent Token Cost Estimates
Model-Agnostic Prompt Portability
Manual Renewal, No Auto-Charging
Versioned Prompt History Retention

Cons 3 limitations

Refinement Restricted To Paid Tiers
Free Tier Capped At Ten Usages
No Public Developer API Yet

Frequently Asked Questions

5 questions

Who is PrompTessor for?

PrompTessor is most useful for Prompt Engineers, Content Marketers, Software Developers and Digital Artists.

PrompTessor pricing

PrompTessor uses a freemium model: a usable free tier with optional paid upgrades. Headline pricing: Free plan available, Pro from $10/mo. For the current tier breakdown and any limits, see the pricing section above or check the vendor's pricing page directly — limits and prices change.

Trusted Reviews

Verified Platforms

5.0 Product Hunt

What's New

monthly

Workflow Mode And Max Plan 1.1.1

Added Workflow Mode to Analyze & Optimize with Analyze-only and Optimize-only options, plus a Max plan with higher monthly prompt usage.

Aug 1

PrompTessor Chrome Extension Launch Chrome Extension 1.0

Browser sidebar, floating tools and right-click actions for generating, optimizing, refining and reverse-engineering prompts on any page.

Aug 1

User Base

35K+ users

Active Users

Security & Privacy

Not disclosed

HTTPS/TLS encryption in transit Private cloud object storage with time-limited signed links Session security and token revocation Email verification and authentication safeguards Per-prompt visibility controls (private or public) Chrome Web Store Limited Use compliance

Collaboration & Teams

Shared Projects Version History Activity Log

Learning & Support

Resources

Documentation Video Tutorials Blog Templates

Support Channels

Email Live Chat Priority

Localization

UI Languages

18+

Content Languages

Multi-Language UI RTL Support Auto-Translation

Recognition & Trust

Featured on PH

Awards: Uneed Product Of The Day badge

Media: Listed on Product Hunt, There's An AI For That, Future Tools, Startup Fame and Twelve Tools

All Features of PrompTessor